Index

_

__abstractmethods__ (pySPACE.environments.backends.base.Backend attribute) (pySPACE.environments.backends.ll_backend.LoadLevelerBackend attribute) (pySPACE.environments.backends.mpi_backend.MpiBackend attribute) (pySPACE.environments.backends.multicore.MulticoreBackend attribute) (pySPACE.environments.backends.serial.SerialBackend attribute) (pySPACE.environments.live.communication.adrf_messenger.AdrfMessenger attribute) (pySPACE.environments.live.communication.log_messenger.LogMessenger attribute) (pySPACE.environments.live.communication.messenger.Messenger attribute) (pySPACE.environments.live.communication.socket_messenger.SocketMessenger attribute) (pySPACE.missions.nodes.decorators.AddedParameterDecorator attribute) (pySPACE.missions.nodes.decorators.BooleanParameter attribute) (pySPACE.missions.nodes.decorators.ChoiceParameter attribute) (pySPACE.missions.nodes.decorators.LogNormalParameter attribute) (pySPACE.missions.nodes.decorators.LogUniformParameter attribute) (pySPACE.missions.nodes.decorators.NoOptimizationParameter attribute) (pySPACE.missions.nodes.decorators.NormalParameter attribute) (pySPACE.missions.nodes.decorators.PChoiceParameter attribute) (pySPACE.missions.nodes.decorators.ParameterDecorator attribute) (pySPACE.missions.nodes.decorators.QLogNormalParameter attribute) (pySPACE.missions.nodes.decorators.QLogUniformParameter attribute) (pySPACE.missions.nodes.decorators.QNormalParameter attribute) (pySPACE.missions.nodes.decorators.QUniformParameter attribute) (pySPACE.missions.nodes.decorators.UniformParameter attribute) (pySPACE.missions.support.WindowerInterface.AbstractStreamReader attribute) (pySPACE.resources.dataset_defs.stream.CsvReader attribute) (pySPACE.resources.dataset_defs.stream.EDFReader attribute) (pySPACE.resources.dataset_defs.stream.EEGReader attribute) (pySPACE.resources.dataset_defs.stream.SETReader attribute) (pySPACE.resources.dataset_defs.time_series.TimeSeriesClient attribute) (pySPACE.tests.utils.data.test_data_generation.Adder attribute) (pySPACE.tests.utils.data.test_data_generation.Channel attribute) (pySPACE.tests.utils.data.test_data_generation.ChannelDependentCosine attribute) (pySPACE.tests.utils.data.test_data_generation.ChannelDependentDelta attribute) (pySPACE.tests.utils.data.test_data_generation.ChannelDependentSine attribute) (pySPACE.tests.utils.data.test_data_generation.Combiner attribute) (pySPACE.tests.utils.data.test_data_generation.Constant attribute) (pySPACE.tests.utils.data.test_data_generation.Cosine attribute) (pySPACE.tests.utils.data.test_data_generation.Counter attribute) (pySPACE.tests.utils.data.test_data_generation.DataGenerator attribute) (pySPACE.tests.utils.data.test_data_generation.Delta attribute) (pySPACE.tests.utils.data.test_data_generation.GaussianNoise attribute) (pySPACE.tests.utils.data.test_data_generation.Multiplier attribute) (pySPACE.tests.utils.data.test_data_generation.One attribute) (pySPACE.tests.utils.data.test_data_generation.Sine attribute) (pySPACE.tests.utils.data.test_data_generation.TimePoint attribute) (pySPACE.tests.utils.data.test_data_generation.Triangle attribute) (pySPACE.tests.utils.data.test_data_generation.Zero attribute) (pySPACE.tools.live.eeg_stream.EEGClient attribute) (pySPACE.tools.live.eeg_stream.EEGClientUsb attribute) __add__() (pySPACE.environments.chains.node_chain.NodeChain method) __array_finalize__() (pySPACE.resources.data_types.base.BaseData method) (pySPACE.resources.data_types.feature_vector.FeatureVector method) (pySPACE.resources.data_types.prediction_vector.PredictionVector method) (pySPACE.resources.data_types.time_series.TimeSeries method) __call__() (pySPACE.environments.chains.node_chain.BenchmarkNodeChain method) (pySPACE.environments.chains.node_chain.NodeChain method) (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.decorators.ParameterDecorator method) (pySPACE.missions.operations.analysis.AnalysisProcess method) (pySPACE.missions.operations.comp_analysis.CompAnalysisProcess method) (pySPACE.missions.operations.concatenate.ConcatenateProcess method) (pySPACE.missions.operations.generic.GenericProcess method) (pySPACE.missions.operations.merge.MergeProcess method) (pySPACE.missions.operations.mmlf.MMLFProcess method) (pySPACE.missions.operations.node_chain.NodeChainProcess method) (pySPACE.missions.operations.shuffle.ShuffleProcess method) (pySPACE.missions.operations.statistic.StatisticProcess method) (pySPACE.missions.operations.weka_classification.WEKAClassificationProcess method) (pySPACE.missions.operations.weka_filter.WEKAFilterProcess method) (pySPACE.tests.utils.data.test_data_generation.DataGenerator method) __contains__() (pySPACE.environments.chains.node_chain.NodeChain method) (pySPACE.tools.gprof2dot.Object method) __del__() (pySPACE.environments.backends.base.Backend method) (pySPACE.environments.backends.mpi_backend.MpiBackend method) (pySPACE.environments.live.communication.adrf_messenger.AdrfMessenger method) (pySPACE.environments.live.communication.socket_messenger.SocketMessenger method) (pySPACE.environments.live.eeg_stream_manager.LiveEegStreamManager method) (pySPACE.environments.live.prediction.Predictor method) (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.source.time_series_source.TimeSeriesSourceNode method) (pySPACE.resources.dataset_defs.base.BaseDataset method) (pySPACE.tools.live.eeg_stream.EEGServer method) __del_history__() (pySPACE.resources.data_types.base.BaseData method) __del_key__() (pySPACE.resources.data_types.base.BaseData method) __del_specs__() (pySPACE.resources.data_types.base.BaseData method) __del_tag__() (pySPACE.resources.data_types.base.BaseData method) __delitem__() (pySPACE.environments.chains.node_chain.NodeChain method) __eq__() (pySPACE.missions.nodes.decorators.ParameterDecorator method) (pySPACE.resources.data_types.feature_vector.FeatureVector method) (pySPACE.resources.data_types.prediction_vector.PredictionVector method) (pySPACE.resources.data_types.time_series.TimeSeries method) (pySPACE.tools.gprof2dot.Event method) (pySPACE.tools.gprof2dot.Object method) __generate_key__() (pySPACE.resources.data_types.base.BaseData method) __get_history__() (pySPACE.resources.data_types.base.BaseData method) __get_key__() (pySPACE.resources.data_types.base.BaseData method) __get_specs__() (pySPACE.resources.data_types.base.BaseData method) __get_tag__() (pySPACE.resources.data_types.base.BaseData method) __getattr__() (pySPACE.environments.big_bang.Configuration method) (pySPACE.tools.gprof2dot.Struct method) __getitem__() (pySPACE.environments.chains.node_chain.NodeChain method) (pySPACE.tools.gprof2dot.Object method) __getstate__() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) (pySPACE.missions.nodes.meta.stream_windowing.StreamWindowingNode method) (pySPACE.missions.nodes.source.external_generator_source.ExternalGeneratorSourceNode method) __hash__() (pySPACE.missions.nodes.decorators.ParameterDecorator method) (pySPACE.tools.gprof2dot.Event method) (pySPACE.tools.gprof2dot.Object method) __hyperparameters (pySPACE.missions.nodes.base_node.BaseNode attribute) (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase attribute) (pySPACE.missions.nodes.classification.svm_variants.ORMM.L2OcRmmPerceptronNode attribute) (pySPACE.missions.nodes.classification.svm_variants.ORMM.OcRmmNode attribute) (pySPACE.missions.nodes.classification.svm_variants.ORMM.OcRmmPerceptronNode attribute) (pySPACE.missions.nodes.classification.svm_variants.ORMM.SvddPassiveAggressiveNode attribute) (pySPACE.missions.nodes.classification.svm_variants.ORMM.UnaryPA0Node attribute) (pySPACE.missions.nodes.classification.svm_variants.ORMM.UnaryPA1Node attribute) (pySPACE.missions.nodes.classification.svm_variants.ORMM.UnaryPA2Node attribute) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode attribute) (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM1ClassifierNode attribute) (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM2Node attribute) (pySPACE.missions.nodes.classification.svm_variants.brmm.RMMClassifierMatlabNode attribute) (pySPACE.missions.nodes.classification.svm_variants.brmm.RmmPerceptronNode attribute) (pySPACE.missions.nodes.classification.svm_variants.external.LibSVMClassifierNode attribute) (pySPACE.missions.nodes.classification.svm_variants.external.LiblinearClassifierNode attribute) (pySPACE.missions.nodes.feature_generation.time_domain_features.CustomChannelWiseFeatureNode attribute) (pySPACE.missions.nodes.feature_generation.time_domain_features.LocalStraightLineFeatureNode attribute) (pySPACE.missions.nodes.feature_generation.time_domain_features.TimeDomainFeaturesNode attribute) (pySPACE.missions.nodes.postprocessing.feature_normalization.EuclideanFeatureNormalizationNode attribute) (pySPACE.missions.nodes.postprocessing.feature_normalization.OutlierFeatureNormalizationNode attribute) (pySPACE.missions.nodes.postprocessing.threshold_optimization.ThresholdOptimizationNode attribute) (pySPACE.missions.nodes.preprocessing.subsampling.DecimationBase attribute) (pySPACE.missions.nodes.preprocessing.subsampling.DecimationFIRNode attribute) (pySPACE.missions.nodes.regression.scikit_decorators.OptSVRRegressorSklearnNode attribute) (pySPACE.missions.nodes.source.time_series_source.Stream2TimeSeriesSourceNode attribute) (pySPACE.missions.nodes.spatial_filtering.spatial_filtering.SpatialFilteringNode attribute) (pySPACE.missions.nodes.splitter.cv_splitter.CrossValidationSplitterNode attribute) __iadd__() (pySPACE.environments.chains.node_chain.NodeChain method) __init__() (pySPACE.environments.backends.base.Backend method) (pySPACE.environments.backends.ll_backend.LoadLevelerBackend method) (pySPACE.environments.backends.ll_backend.LoadLevelerComHandler method) (pySPACE.environments.backends.ll_backend.SubflowStarter method) (pySPACE.environments.backends.mpi_backend.MpiBackend method) (pySPACE.environments.backends.multicore.LocalComHandler method) (pySPACE.environments.backends.multicore.MulticoreBackend method) (pySPACE.environments.backends.serial.SerialBackend method) (pySPACE.environments.big_bang.Configuration method) (pySPACE.environments.chains.node_chain.BenchmarkNodeChain method) (pySPACE.environments.chains.node_chain.CrashRecoveryException method) (pySPACE.environments.chains.node_chain.NodeChain method) (pySPACE.environments.chains.node_chain.NodeChainExceptionCR method) (pySPACE.environments.chains.node_chain.SubflowHandler method) (pySPACE.environments.chains.operation_chain.OperationChain method) (pySPACE.environments.live.adaptation.LiveAdaptor method) (pySPACE.environments.live.communication.adrf_messenger.AdrfMessenger method) (pySPACE.environments.live.communication.log_messenger.LogMessenger method) (pySPACE.environments.live.communication.messenger.Messenger method) (pySPACE.environments.live.communication.socket_messenger.SocketMessenger method) (pySPACE.environments.live.eeg_stream_manager.LiveEegStreamManager method) (pySPACE.environments.live.prediction.ConfusionMatrix method) (pySPACE.environments.live.prediction.Predictor method) (pySPACE.environments.live.prediction.SimpleResultCollection method) (pySPACE.environments.live.recorder.Recorder method) (pySPACE.environments.live.trainer.LiveTrainer method) (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.classification.adaptive_threshold_classifier.AdaptiveThresholdClassifierNode method) (pySPACE.missions.nodes.classification.adaptive_threshold_classifier.AdaptiveThresholdPreprocessingNode method) (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) (pySPACE.missions.nodes.classification.discriminant_analysis_classifier.DiscriminantAnalysisClassifierBase method) (pySPACE.missions.nodes.classification.discriminant_analysis_classifier.LinearDiscriminantAnalysisClassifierNode method) (pySPACE.missions.nodes.classification.discriminant_analysis_classifier.QuadraticDiscriminantAnalysisClassifierNode method) (pySPACE.missions.nodes.classification.ensemble.ChampionGatingNode method) (pySPACE.missions.nodes.classification.ensemble.KNNGatingNode method) (pySPACE.missions.nodes.classification.ensemble.PrecisionWeightedGatingNode method) (pySPACE.missions.nodes.classification.ensemble.ProbVotingGatingNode method) (pySPACE.missions.nodes.classification.ensemble.RidgeRegressionGatingNode method) (pySPACE.missions.nodes.classification.linear_classifier.BayesianLinearDiscriminantAnalysisClassifierNode method) (pySPACE.missions.nodes.classification.linear_classifier.FDAClassifierNode method) (pySPACE.missions.nodes.classification.one_class.LibsvmOneClassNode method) (pySPACE.missions.nodes.classification.random_classifier.RandomClassifierNode method) (pySPACE.missions.nodes.classification.svm_variants.ORMM.L2OcRmmPerceptronNode method) (pySPACE.missions.nodes.classification.svm_variants.ORMM.OcRmmNode method) (pySPACE.missions.nodes.classification.svm_variants.ORMM.OcRmmPerceptronNode method) (pySPACE.missions.nodes.classification.svm_variants.ORMM.SvddPassiveAggressiveNode method) (pySPACE.missions.nodes.classification.svm_variants.ORMM.UnaryPA0Node method) (pySPACE.missions.nodes.classification.svm_variants.ORMM.UnaryPA1Node method) (pySPACE.missions.nodes.classification.svm_variants.ORMM.UnaryPA2Node method) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode method) (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM1ClassifierNode method) (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM2Node method) (pySPACE.missions.nodes.classification.svm_variants.brmm.RMMClassifierMatlabNode method) (pySPACE.missions.nodes.classification.svm_variants.brmm.RmmPerceptronNode method) (pySPACE.missions.nodes.classification.svm_variants.brmm.SVR2BRMMNode method) (pySPACE.missions.nodes.classification.svm_variants.external.LibSVMClassifierNode method) (pySPACE.missions.nodes.classification.svm_variants.external.LiblinearClassifierNode method) (pySPACE.missions.nodes.data_selection.filter_windows.FilterGenerator method) (pySPACE.missions.nodes.data_selection.filter_windows.FilterWindowsNode method) (pySPACE.missions.nodes.data_selection.instance_selection.InstanceSelectionNode method) (pySPACE.missions.nodes.data_selection.instance_selection.ReduceOverrepresentedClassNode method) (pySPACE.missions.nodes.debug.exchange_data.ExchangeDataNode method) (pySPACE.missions.nodes.debug.print_data.EstimateBandwidthNode method) (pySPACE.missions.nodes.debug.print_data.PrintDataNode method) (pySPACE.missions.nodes.debug.sleep.SleepNode method) (pySPACE.missions.nodes.debug.subflow_timing_node.SubflowTimingNode method) (pySPACE.missions.nodes.decorators.BooleanParameter method) (pySPACE.missions.nodes.decorators.ChoiceParameter method) (pySPACE.missions.nodes.decorators.LogNormalParameter method) (pySPACE.missions.nodes.decorators.LogUniformParameter.LogUniform method) (pySPACE.missions.nodes.decorators.NormalParameter method) (pySPACE.missions.nodes.decorators.NormalParameter.Normal method) (pySPACE.missions.nodes.decorators.PChoiceParameter method) (pySPACE.missions.nodes.decorators.ParameterDecorator method) (pySPACE.missions.nodes.decorators.QLogNormalParameter method) (pySPACE.missions.nodes.decorators.QLogUniformParameter method) (pySPACE.missions.nodes.decorators.QMixin method) (pySPACE.missions.nodes.decorators.QNormalParameter method) (pySPACE.missions.nodes.decorators.QUniformParameter method) (pySPACE.missions.nodes.decorators.UniformParameter method) (pySPACE.missions.nodes.decorators.UniformParameter.Uniform method) (pySPACE.missions.nodes.feature_generation.correlation_features.ClassAverageCorrelationFeatureNode method) (pySPACE.missions.nodes.feature_generation.correlation_features.CoherenceFeatureNode method) (pySPACE.missions.nodes.feature_generation.correlation_features.PearsonCorrelationFeatureNode method) (pySPACE.missions.nodes.feature_generation.correlation_features.StatisticalFeatureNode method) (pySPACE.missions.nodes.feature_generation.frequency_features.FrequencyBandFeatureNode method) (pySPACE.missions.nodes.feature_generation.frequency_features.STFTFeaturesNode method) (pySPACE.missions.nodes.feature_generation.time_domain_features.CustomChannelWiseFeatureNode method) (pySPACE.missions.nodes.feature_generation.time_domain_features.LocalStraightLineFeatureNode method) (pySPACE.missions.nodes.feature_generation.time_domain_features.SimpleDifferentiationFeatureNode method) (pySPACE.missions.nodes.feature_generation.time_domain_features.TimeDomainDifferenceFeatureNode method) (pySPACE.missions.nodes.feature_generation.time_domain_features.TimeDomainFeaturesNode method) (pySPACE.missions.nodes.feature_generation.wavelet.PywtWaveletNode method) (pySPACE.missions.nodes.feature_selection.feature_filter.FeatureNameFilterNode method) (pySPACE.missions.nodes.feature_selection.mlpy_wrapper_nodes.MLPYFeatureSelectionWrapper method) (pySPACE.missions.nodes.feature_selection.random_feature_selection.RandomFeatureSelectionNode method) (pySPACE.missions.nodes.feature_selection.relief.ReliefFeatureSelectionNode method) (pySPACE.missions.nodes.meta.classifier_wrapper.SVMComplexityLayerNode method) (pySPACE.missions.nodes.meta.classifier_wrapper.SplitClassifierLayerNode method) (pySPACE.missions.nodes.meta.consume_training_data.ConsumeTrainingDataNode method) (pySPACE.missions.nodes.meta.flow_node.BacktransformationNode method) (pySPACE.missions.nodes.meta.flow_node.BatchAdaptSubflowNode method) (pySPACE.missions.nodes.meta.flow_node.FlowNode method) (pySPACE.missions.nodes.meta.flow_node.UnsupervisedRetrainingFlowNode method) (pySPACE.missions.nodes.meta.parameter_optimization.GridSearchNode method) (pySPACE.missions.nodes.meta.parameter_optimization.ParameterOptimizationBase method) (pySPACE.missions.nodes.meta.parameter_optimization.PatternSearchNode method) (pySPACE.missions.nodes.meta.same_input_layer.ClassificationFlowsLoaderNode method) (pySPACE.missions.nodes.meta.same_input_layer.SameInputLayerNode method) (pySPACE.missions.nodes.meta.stream_windowing.StreamWindowingNode method) (pySPACE.missions.nodes.postprocessing.compression.RandomFeatureCompressionNode method) (pySPACE.missions.nodes.postprocessing.feature_normalization.EuclideanFeatureNormalizationNode method) (pySPACE.missions.nodes.postprocessing.feature_normalization.FeatureNormalizationNode method) (pySPACE.missions.nodes.postprocessing.feature_normalization.GaussianFeatureNormalizationNode method) (pySPACE.missions.nodes.postprocessing.feature_normalization.InfinityNormFeatureNormalizationNode method) (pySPACE.missions.nodes.postprocessing.feature_normalization.OutlierFeatureNormalizationNode method) (pySPACE.missions.nodes.postprocessing.score_transformation.LinearFitNode method) (pySPACE.missions.nodes.postprocessing.score_transformation.LinearTransformationNode method) (pySPACE.missions.nodes.postprocessing.score_transformation.PlattsSigmoidFitNode method) (pySPACE.missions.nodes.postprocessing.score_transformation.SigmoidTransformationNode method) (pySPACE.missions.nodes.postprocessing.threshold_optimization.ThresholdOptimizationNode method) (pySPACE.missions.nodes.preprocessing.clip.ClipNode method) (pySPACE.missions.nodes.preprocessing.differentiation.Simple2DifferentiationNode method) (pySPACE.missions.nodes.preprocessing.differentiation.Simple5DifferentiationNode method) (pySPACE.missions.nodes.preprocessing.filtering.FFTBandPassFilterNode method) (pySPACE.missions.nodes.preprocessing.filtering.FIRFilterNode method) (pySPACE.missions.nodes.preprocessing.filtering.HighPassFilterNode method) (pySPACE.missions.nodes.preprocessing.filtering.IIRFilterNode method) (pySPACE.missions.nodes.preprocessing.filtering.SimpleLowPassFilterNode method) (pySPACE.missions.nodes.preprocessing.filtering.TkeoNode method) (pySPACE.missions.nodes.preprocessing.filtering.VarianceFilterNode method) (pySPACE.missions.nodes.preprocessing.normalization.DcRemovalNode method) (pySPACE.missions.nodes.preprocessing.normalization.DetrendingNode method) (pySPACE.missions.nodes.preprocessing.normalization.DevariancingNode method) (pySPACE.missions.nodes.preprocessing.normalization.EuclideanNormalizationNode method) (pySPACE.missions.nodes.preprocessing.normalization.LocalStandardizationNode method) (pySPACE.missions.nodes.preprocessing.normalization.MaximumStandardizationNode method) (pySPACE.missions.nodes.preprocessing.normalization.MemoryStandardizationNode method) (pySPACE.missions.nodes.preprocessing.normalization.SubsetNormalizationNode method) (pySPACE.missions.nodes.preprocessing.reorder_memory.ReorderMemoryNode method) (pySPACE.missions.nodes.preprocessing.subsampling.DecimationBase method) (pySPACE.missions.nodes.preprocessing.subsampling.DecimationFIRNode method) (pySPACE.missions.nodes.preprocessing.subsampling.DecimationIIRNode method) (pySPACE.missions.nodes.preprocessing.subsampling.DownsamplingNode method) (pySPACE.missions.nodes.preprocessing.subsampling.FFTResamplingNode method) (pySPACE.missions.nodes.preprocessing.subsampling.SubsamplingNode method) (pySPACE.missions.nodes.preprocessing.window_func.ScaleNode method) (pySPACE.missions.nodes.preprocessing.window_func.WindowFuncNode method) (pySPACE.missions.nodes.regression.scikit_decorators.OptSVRRegressorSklearnNode method) (pySPACE.missions.nodes.sink.analyzer_sink.AnalyzerCollection method) (pySPACE.missions.nodes.sink.analyzer_sink.AnalyzerSinkNode method) (pySPACE.missions.nodes.sink.classification_performance_sink.PerformanceSinkNode method) (pySPACE.missions.nodes.sink.classification_performance_sink.SlidingWindowSinkNode method) (pySPACE.missions.nodes.sink.feature_vector_sink.FeatureVectorSinkNode method) (pySPACE.missions.nodes.sink.nil_sink.NilSinkNode method) (pySPACE.missions.nodes.sink.nil_sink.OnlyTrainSinkNode method) (pySPACE.missions.nodes.sink.prediction_vector_sink.PredictionVectorSinkNode method) (pySPACE.missions.nodes.sink.ssnr_sink.SSNR method) (pySPACE.missions.nodes.sink.ssnr_sink.SSNRSinkNode method) (pySPACE.missions.nodes.sink.time_series_sink.TimeSeriesSinkNode method) (pySPACE.missions.nodes.source.external_generator_source.ExternalGeneratorSourceNode method) (pySPACE.missions.nodes.source.feature_vector_source.FeatureVectorSourceNode method) (pySPACE.missions.nodes.source.prediction_vector_source.PredictionVectorSourceNode method) (pySPACE.missions.nodes.source.random_time_series_source.RandomTimeSeriesSourceNode method) (pySPACE.missions.nodes.source.test_source_nodes.DataGenerationTimeSeriesSourceNode method) (pySPACE.missions.nodes.source.test_source_nodes.SimpleTimeSeriesSourceNode method) (pySPACE.missions.nodes.source.time_series_source.Stream2TimeSeriesSourceNode method) (pySPACE.missions.nodes.source.time_series_source.TimeSeries2TimeSeriesSourceNode method) (pySPACE.missions.nodes.source.time_series_source.TimeSeriesSourceNode method) (pySPACE.missions.nodes.spatial_filtering.channel_difference.HemisphereDifferenceNode method) (pySPACE.missions.nodes.spatial_filtering.channel_selection.ChannelNameSelectorNode method) (pySPACE.missions.nodes.spatial_filtering.channel_selection.ConstantChannelCleanupNode method) (pySPACE.missions.nodes.spatial_filtering.csp.CSPNode method) (pySPACE.missions.nodes.spatial_filtering.fda.FDAFilterNode method) (pySPACE.missions.nodes.spatial_filtering.ica.ICAWrapperNode method) (pySPACE.missions.nodes.spatial_filtering.pca.PCAWrapperNode method) (pySPACE.missions.nodes.spatial_filtering.rereferencing.AverageReferenceNode method) (pySPACE.missions.nodes.spatial_filtering.rereferencing.LaplacianReferenceNode method) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.AddOnePerformanceRanker method) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.CoefficientRanker method) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.EvolutionaryAlgorithm method) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.PerformanceRanker method) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.RecursiveBackwardElimination method) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.RemoveOnePerformanceRanker method) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.SensorSelectionBase method) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.SensorSelectionRankingNode method) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.SensorSelectionSSNRNode method) (pySPACE.missions.nodes.spatial_filtering.spatial_filtering.SpatialFilteringNode method) (pySPACE.missions.nodes.spatial_filtering.xdawn.AXDAWNNode method) (pySPACE.missions.nodes.spatial_filtering.xdawn.SparseXDAWNNode method) (pySPACE.missions.nodes.spatial_filtering.xdawn.XDAWNNode method) (pySPACE.missions.nodes.splitter.all_train_splitter.AllTrainSplitterNode method) (pySPACE.missions.nodes.splitter.cv_splitter.CrossValidationSplitterNode method) (pySPACE.missions.nodes.splitter.traintest_splitter.TrainTestSplitterNode method) (pySPACE.missions.nodes.splitter.transfer_splitter.TransferSplitterNode method) (pySPACE.missions.nodes.templates.SimpleDataTransformationTemplateNode method) (pySPACE.missions.nodes.templates.SimpleSinkTemplateNode method) (pySPACE.missions.nodes.templates.SimpleSourceTemplateNode method) (pySPACE.missions.nodes.type_manipulation.change_attributes.ChangeTimeSeriesAttributesNode method) (pySPACE.missions.nodes.type_manipulation.float_conversion.Int2FloatNode method) (pySPACE.missions.nodes.type_manipulation.float_conversion.NaN2NumberNode method) (pySPACE.missions.nodes.type_manipulation.marker_to_mux_channel.MarkerToMuxChannelNode method) (pySPACE.missions.nodes.type_manipulation.type_conversion.CastDatatypeNode method) (pySPACE.missions.nodes.type_manipulation.type_conversion.FeatureVector2TimeSeriesNode method) (pySPACE.missions.nodes.type_manipulation.type_conversion.Features2PredictionNode method) (pySPACE.missions.nodes.type_manipulation.type_conversion.Prediction2FeaturesNode method) (pySPACE.missions.nodes.visualization.average_and_feature_vis.AverageFeatureVisNode method) (pySPACE.missions.nodes.visualization.base.VisualizationBase method) (pySPACE.missions.nodes.visualization.eeg_visualization.ElectrodeCoordinationPlotNode method) (pySPACE.missions.nodes.visualization.feature_vector_vis.LLEVisNode method) (pySPACE.missions.nodes.visualization.feature_vector_vis.MnistVizNode method) (pySPACE.missions.nodes.visualization.time_series_vis.HistogramPlotNode method) (pySPACE.missions.nodes.visualization.time_series_vis.ScatterPlotNode method) (pySPACE.missions.nodes.visualization.time_series_vis.SpectrumPlotNode method) (pySPACE.missions.nodes.visualization.time_series_vis.TimeSeriesPlotNode method) (pySPACE.missions.operations.analysis.AnalysisOperation method) (pySPACE.missions.operations.analysis.AnalysisProcess method) (pySPACE.missions.operations.base.Operation method) (pySPACE.missions.operations.base.Process method) (pySPACE.missions.operations.comp_analysis.CompAnalysisOperation method) (pySPACE.missions.operations.comp_analysis.CompAnalysisProcess method) (pySPACE.missions.operations.concatenate.ConcatenateOperation method) (pySPACE.missions.operations.concatenate.ConcatenateProcess method) (pySPACE.missions.operations.generic.GenericOperation method) (pySPACE.missions.operations.generic.GenericProcess method) (pySPACE.missions.operations.merge.MergeOperation method) (pySPACE.missions.operations.merge.MergeProcess method) (pySPACE.missions.operations.mmlf.MMLFProcess method) (pySPACE.missions.operations.mmlf.MmlfOperation method) (pySPACE.missions.operations.node_chain.NodeChainOperation method) (pySPACE.missions.operations.node_chain.NodeChainProcess method) (pySPACE.missions.operations.shuffle.ShuffleOperation method) (pySPACE.missions.operations.shuffle.ShuffleProcess method) (pySPACE.missions.operations.statistic.StatisticOperation method) (pySPACE.missions.operations.statistic.StatisticProcess method) (pySPACE.missions.operations.weka_classification.WEKAClassificationProcess method) (pySPACE.missions.operations.weka_classification.WekaClassificationOperation method) (pySPACE.missions.operations.weka_filter.WEKAFilterProcess method) (pySPACE.missions.operations.weka_filter.WekaFilterOperation method) (pySPACE.missions.support.windower.ExcludeDef method) (pySPACE.missions.support.windower.IncludeDef method) (pySPACE.missions.support.windower.LabeledWindowDef method) (pySPACE.missions.support.windower.MarkerWindower method) (pySPACE.missions.support.windower.MarkerWindowerException method) (pySPACE.missions.support.windower.RingBuffer method) (pySPACE.missions.support.windower.RingBufferFull method) (pySPACE.missions.support.windower.SlidingWindower method) (pySPACE.missions.support.windower.Windower method) (pySPACE.resources.dataset_defs.base.BaseDataset method) (pySPACE.resources.dataset_defs.dummy.DummyDataset method) (pySPACE.resources.dataset_defs.feature_vector.FeatureVectorDataset method) (pySPACE.resources.dataset_defs.metric.BinaryClassificationDataset method) (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary method) (pySPACE.resources.dataset_defs.performance_result.ROCCurves method) (pySPACE.resources.dataset_defs.prediction_vector.PredictionVectorDataset method) (pySPACE.resources.dataset_defs.stream.CsvReader method) (pySPACE.resources.dataset_defs.stream.EDFReader method) (pySPACE.resources.dataset_defs.stream.EEGReader method) (pySPACE.resources.dataset_defs.stream.SETReader method) (pySPACE.resources.dataset_defs.stream.StreamDataset method) (pySPACE.resources.dataset_defs.time_series.TimeSeriesClient method) (pySPACE.resources.dataset_defs.time_series.TimeSeriesDataset method) (pySPACE.run.gui.general_gui.ControlWidget method) (pySPACE.run.gui.general_gui.LogViewer method) (pySPACE.run.gui.general_gui.OperationConfigurationPopup method) (pySPACE.run.gui.general_gui.PySpaceGui method) (pySPACE.run.gui.general_gui.QtStreamHandler method) (pySPACE.run.gui.node_chain_GUI.ConfDialog method) (pySPACE.run.gui.node_chain_GUI.NodeChainConfigurationWidget method) (pySPACE.run.gui.performance_results_analysis.PerformanceResultsAnalysisMainWindow method) (pySPACE.run.gui.performance_results_analysis.PerformanceResultsAnalysisWidget method) (pySPACE.run.gui.performance_results_analysis.ProjectionPopup method) (pySPACE.run.launch_live.LiveController method) (pySPACE.tests.HTMLTestRunner.HTMLTestRunner method) (pySPACE.tests.HTMLTestRunner.OutputRedirector method) (pySPACE.tests.generic_unittest.ParametrizedTestCase method) (pySPACE.tests.utils.data.test_data_generation.Adder method) (pySPACE.tests.utils.data.test_data_generation.Channel method) (pySPACE.tests.utils.data.test_data_generation.ChannelDependentCosine method) (pySPACE.tests.utils.data.test_data_generation.ChannelDependentDelta method) (pySPACE.tests.utils.data.test_data_generation.ChannelDependentSine method) (pySPACE.tests.utils.data.test_data_generation.Combiner method) (pySPACE.tests.utils.data.test_data_generation.Constant method) (pySPACE.tests.utils.data.test_data_generation.Cosine method) (pySPACE.tests.utils.data.test_data_generation.Counter method) (pySPACE.tests.utils.data.test_data_generation.DataGenerator method) (pySPACE.tests.utils.data.test_data_generation.Delta method) (pySPACE.tests.utils.data.test_data_generation.GaussianNoise method) (pySPACE.tests.utils.data.test_data_generation.Multiplier method) (pySPACE.tests.utils.data.test_data_generation.One method) (pySPACE.tests.utils.data.test_data_generation.Sine method) (pySPACE.tests.utils.data.test_data_generation.TimePoint method) (pySPACE.tests.utils.data.test_data_generation.Triangle method) (pySPACE.tests.utils.data.test_data_generation.Zero method) (pySPACE.tools.gprof2dot.AQtimeParser method) (pySPACE.tools.gprof2dot.AQtimeTable method) (pySPACE.tools.gprof2dot.Call method) (pySPACE.tools.gprof2dot.CallgrindParser method) (pySPACE.tools.gprof2dot.Cycle method) (pySPACE.tools.gprof2dot.DotWriter method) (pySPACE.tools.gprof2dot.Event method) (pySPACE.tools.gprof2dot.Function method) (pySPACE.tools.gprof2dot.GprofParser method) (pySPACE.tools.gprof2dot.HProfParser method) (pySPACE.tools.gprof2dot.LineParser method) (pySPACE.tools.gprof2dot.Object method) (pySPACE.tools.gprof2dot.OprofileParser method) (pySPACE.tools.gprof2dot.ParseError method) (pySPACE.tools.gprof2dot.Parser method) (pySPACE.tools.gprof2dot.Profile method) (pySPACE.tools.gprof2dot.PstatsParser method) (pySPACE.tools.gprof2dot.SharkParser method) (pySPACE.tools.gprof2dot.SleepyParser method) (pySPACE.tools.gprof2dot.Struct method) (pySPACE.tools.gprof2dot.SysprofParser method) (pySPACE.tools.gprof2dot.Theme method) (pySPACE.tools.gprof2dot.UndefinedEvent method) (pySPACE.tools.gprof2dot.XPerfParser method) (pySPACE.tools.gprof2dot.XmlParser method) (pySPACE.tools.gprof2dot.XmlToken method) (pySPACE.tools.gprof2dot.XmlTokenMismatch method) (pySPACE.tools.gprof2dot.XmlTokenizer method) (pySPACE.tools.live.eeg_stream.EEGClient method) (pySPACE.tools.live.eeg_stream.EEGClientUsb method) (pySPACE.tools.live.eeg_stream.EEGServer method) (pySPACE.tools.live.ipmarkers.MarkerAcquisitionThread method) (pySPACE.tools.live.ipmarkers.MarkerServer method) (pySPACE.tools.live.ipmarkers.MarkerSocket method) (pySPACE.tools.logging_stream_colorer.ColorFormatter method) (pySPACE.tools.logging_stream_colorer.ColoredLevelFormatter method) (pySPACE.tools.logging_stream_redirection.RedirectionHandler method) (pySPACE.tools.memoize_generator.MemoizeGenerator method) (pySPACE.tools.memory_profiling.Asized method) (pySPACE.tools.memory_profiling.Asizer method) (pySPACE.tools.progressbar.Bar method) (pySPACE.tools.progressbar.FileTransferSpeed method) (pySPACE.tools.progressbar.ProgressBar method) (pySPACE.tools.progressbar.RotatingMarker method) (pySPACE.tools.socket_logger.LogRecordSocketReceiver method) __iter__() (pySPACE.environments.chains.node_chain.NodeChain method) (pySPACE.missions.support.windower.MarkerWindower method) (pySPACE.missions.support.windower.SlidingWindower method) (pySPACE.tools.gprof2dot.AQtimeTable method) __len__() (pySPACE.environments.chains.node_chain.NodeChain method) (pySPACE.missions.support.windower.RingBuffer method) (pySPACE.tools.gprof2dot.AQtimeTable method) __metaclass__ (pySPACE.environments.backends.base.Backend attribute) (pySPACE.environments.live.communication.messenger.Messenger attribute) (pySPACE.missions.nodes.base_node.BaseNode attribute) (pySPACE.missions.nodes.decorators.AddedParameterDecorator attribute) (pySPACE.missions.nodes.decorators.ParameterDecorator attribute) (pySPACE.missions.support.WindowerInterface.AbstractStreamReader attribute) (pySPACE.tests.utils.data.test_data_generation.DataGenerator attribute) __missing__() (pySPACE.resources.dataset_defs.metric.metricdict method) __ne__() (pySPACE.missions.nodes.decorators.ParameterDecorator method) __new__() (pySPACE.missions.nodes.base_node.NodeMetaclass static method) (pySPACE.resources.data_types.base.BaseData static method) (pySPACE.resources.data_types.feature_vector.FeatureVector static method) (pySPACE.resources.data_types.prediction_vector.PredictionVector static method) (pySPACE.resources.data_types.time_series.TimeSeries static method) __reduce__() (pySPACE.resources.data_types.base.BaseData method) (pySPACE.resources.data_types.feature_vector.FeatureVector method) (pySPACE.resources.data_types.prediction_vector.PredictionVector method) (pySPACE.resources.data_types.time_series.TimeSeries method) __repr__() (pySPACE.environments.chains.node_chain.NodeChain method) (pySPACE.environments.live.prediction.ConfusionMatrix method) (pySPACE.environments.live.prediction.SimpleResultCollection method) (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.decorators.ParameterDecorator method) (pySPACE.missions.operations.base.Operation method) (pySPACE.missions.operations.base.Process method) (pySPACE.resources.dataset_defs.base.BaseDataset method) (pySPACE.tools.gprof2dot.Function method) (pySPACE.tools.gprof2dot.Struct method) (pySPACE.tools.live.ipmarkers.MarkerAcquisitionThread method) (pySPACE.tools.live.ipmarkers.MarkerServer method) __set_history__() (pySPACE.resources.data_types.base.BaseData method) __set_key__() (pySPACE.resources.data_types.base.BaseData method) __set_specs__() (pySPACE.resources.data_types.base.BaseData method) __set_tag__() (pySPACE.resources.data_types.base.BaseData method) __setattr__() (pySPACE.environments.big_bang.Configuration method) (pySPACE.tools.gprof2dot.Struct method) __setitem__() (pySPACE.environments.chains.node_chain.NodeChain method) (pySPACE.tools.gprof2dot.Object method) __setstate__() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) (pySPACE.missions.nodes.preprocessing.filtering.FIRFilterNode method) (pySPACE.resources.data_types.base.BaseData method) (pySPACE.resources.data_types.feature_vector.FeatureVector method) (pySPACE.resources.data_types.prediction_vector.PredictionVector method) (pySPACE.resources.data_types.time_series.TimeSeries method) __slotnames__ (pySPACE.missions.nodes.decorators.BooleanParameter attribute) (pySPACE.missions.nodes.decorators.ChoiceParameter attribute) (pySPACE.missions.nodes.decorators.LogNormalParameter attribute) (pySPACE.missions.nodes.decorators.LogUniformParameter attribute) (pySPACE.missions.nodes.decorators.NoOptimizationParameter attribute) (pySPACE.missions.nodes.decorators.NormalParameter attribute) (pySPACE.missions.nodes.decorators.QLogUniformParameter attribute) (pySPACE.missions.nodes.decorators.QNormalParameter attribute) (pySPACE.missions.nodes.decorators.QUniformParameter attribute) (pySPACE.missions.nodes.decorators.UniformParameter attribute) __str__() (pySPACE.environments.backends.base.Backend method) (pySPACE.environments.big_bang.Configuration method) (pySPACE.environments.chains.node_chain.NodeChain method) (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.decorators.ParameterDecorator method) (pySPACE.missions.support.windower.ExcludeDef method) (pySPACE.missions.support.windower.IncludeDef method) (pySPACE.missions.support.windower.LabeledWindowDef method) (pySPACE.missions.support.windower.RingBuffer method) (pySPACE.resources.data_types.feature_vector.FeatureVector method) (pySPACE.resources.data_types.prediction_vector.PredictionVector method) (pySPACE.resources.data_types.time_series.TimeSeries method) (pySPACE.resources.dataset_defs.stream.EDFReader method) (pySPACE.resources.dataset_defs.stream.EEGReader method) (pySPACE.tools.gprof2dot.ParseError method) (pySPACE.tools.gprof2dot.Struct method) (pySPACE.tools.gprof2dot.UndefinedEvent method) (pySPACE.tools.gprof2dot.XmlToken method) (pySPACE.tools.gprof2dot.XmlTokenMismatch method) (pySPACE.tools.memory_profiling.Asized method) __weakref__ (pySPACE.environments.backends.base.Backend attribute) (pySPACE.environments.big_bang.Configuration attribute) (pySPACE.environments.chains.node_chain.CrashRecoveryException attribute) (pySPACE.environments.chains.node_chain.NodeChain attribute) (pySPACE.environments.chains.node_chain.NodeChainException attribute) (pySPACE.environments.chains.node_chain.NodeChainFactory attribute) (pySPACE.environments.chains.node_chain.SubflowHandler attribute) (pySPACE.environments.chains.operation_chain.OperationChain attribute) (pySPACE.environments.live.adaptation.LiveAdaptor attribute) (pySPACE.environments.live.communication.messenger.Messenger attribute) (pySPACE.environments.live.eeg_stream_manager.LiveEegStreamManager attribute) (pySPACE.environments.live.prediction.Predictor attribute) (pySPACE.environments.live.prediction.SimpleResultCollection attribute) (pySPACE.environments.live.recorder.Recorder attribute) (pySPACE.environments.live.trainer.LiveTrainer attribute) (pySPACE.missions.nodes.base_node.BaseNode attribute) (pySPACE.missions.nodes.base_node.NodeException attribute) (pySPACE.missions.nodes.classification.base.TimeoutException attribute) (pySPACE.missions.nodes.data_selection.filter_windows.FilterGenerator attribute) (pySPACE.missions.nodes.decorators.LogUniformParameter.LogUniform attribute) (pySPACE.missions.nodes.decorators.NormalParameter.Normal attribute) (pySPACE.missions.nodes.decorators.ParameterDecorator attribute) (pySPACE.missions.nodes.decorators.QMixin attribute) (pySPACE.missions.nodes.decorators.UniformParameter.Uniform attribute) (pySPACE.missions.nodes.meta.same_input_layer.EnsembleNotFoundException attribute) (pySPACE.missions.nodes.postprocessing.feature_normalization.InconsistentFeatureVectorsException attribute) (pySPACE.missions.nodes.postprocessing.score_transformation.EmptyBinException attribute) (pySPACE.missions.nodes.preprocessing.window_func.InvalidWindowException attribute) (pySPACE.missions.nodes.scikit_nodes.ScikitException attribute) (pySPACE.missions.nodes.sink.ssnr_sink.SSNR attribute) (pySPACE.missions.nodes.spatial_filtering.rereferencing.InvalidWindowException attribute) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.CoefficientRanker attribute) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.EvolutionaryAlgorithm attribute) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.PerformanceRanker attribute) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.RecursiveBackwardElimination attribute) (pySPACE.missions.operations.base.Operation attribute) (pySPACE.missions.operations.base.Process attribute) (pySPACE.missions.support.WindowerInterface.AbstractStreamReader attribute) (pySPACE.missions.support.windower.ExcludeDef attribute) (pySPACE.missions.support.windower.IncludeDef attribute) (pySPACE.missions.support.windower.LabeledWindowDef attribute) (pySPACE.missions.support.windower.MarkerWindowerException attribute) (pySPACE.missions.support.windower.WindowFactory attribute) (pySPACE.missions.support.windower.Windower attribute) (pySPACE.resources.dataset_defs.base.BaseDataset attribute) (pySPACE.resources.dataset_defs.base.UnknownDatasetTypeException attribute) (pySPACE.resources.dataset_defs.metric.metricdict attribute) (pySPACE.resources.dataset_defs.performance_result.ROCCurves attribute) (pySPACE.run.gui.node_chain_GUI.ConfDialog attribute) (pySPACE.run.launch_live.LiveController attribute) (pySPACE.tests.HTMLTestRunner.OutputRedirector attribute) (pySPACE.tests.HTMLTestRunner.Template_mixin attribute) (pySPACE.tests.utils.data.test_data_generation.DataGenerator attribute) (pySPACE.tests.utils.data.test_data_generation.TestTimeSeriesGenerator attribute) (pySPACE.tools.gprof2dot.Event attribute) (pySPACE.tools.gprof2dot.Object attribute) (pySPACE.tools.gprof2dot.ParseError attribute) (pySPACE.tools.gprof2dot.UndefinedEvent attribute) (pySPACE.tools.gprof2dot.XmlTokenMismatch attribute) (pySPACE.tools.live.eeg_stream.EEGServer attribute) (pySPACE.tools.memoize_generator.MemoizeGenerator attribute) (pySPACE.tools.memoize_generator.MemoizeGeneratorNotRefreshableException attribute) (pySPACE.tools.memory_profiling.Asized attribute) (pySPACE.tools.memory_profiling.Asizer attribute) (pySPACE.tools.progressbar.ProgressBar attribute) (pySPACE.tools.progressbar.ProgressBarWidget attribute) (pySPACE.tools.progressbar.ProgressBarWidgetHFill attribute) _abc_cache (pySPACE.environments.backends.base.Backend attribute) (pySPACE.environments.backends.ll_backend.LoadLevelerBackend attribute) (pySPACE.environments.backends.mpi_backend.MpiBackend attribute) (pySPACE.environments.backends.multicore.MulticoreBackend attribute) (pySPACE.environments.backends.serial.SerialBackend attribute) (pySPACE.environments.live.communication.adrf_messenger.AdrfMessenger attribute) (pySPACE.environments.live.communication.log_messenger.LogMessenger attribute) (pySPACE.environments.live.communication.messenger.Messenger attribute) (pySPACE.environments.live.communication.socket_messenger.SocketMessenger attribute) (pySPACE.missions.nodes.decorators.AddedParameterDecorator attribute) (pySPACE.missions.nodes.decorators.BooleanParameter attribute) (pySPACE.missions.nodes.decorators.ChoiceParameter attribute) (pySPACE.missions.nodes.decorators.LogNormalParameter attribute) (pySPACE.missions.nodes.decorators.LogUniformParameter attribute) (pySPACE.missions.nodes.decorators.NoOptimizationParameter attribute) (pySPACE.missions.nodes.decorators.NormalParameter attribute) (pySPACE.missions.nodes.decorators.PChoiceParameter attribute) (pySPACE.missions.nodes.decorators.ParameterDecorator attribute) (pySPACE.missions.nodes.decorators.QLogNormalParameter attribute) (pySPACE.missions.nodes.decorators.QLogUniformParameter attribute) (pySPACE.missions.nodes.decorators.QNormalParameter attribute) (pySPACE.missions.nodes.decorators.QUniformParameter attribute) (pySPACE.missions.nodes.decorators.UniformParameter attribute) (pySPACE.missions.support.WindowerInterface.AbstractStreamReader attribute) (pySPACE.resources.dataset_defs.stream.CsvReader attribute) (pySPACE.resources.dataset_defs.stream.EDFReader attribute) (pySPACE.resources.dataset_defs.stream.EEGReader attribute) (pySPACE.resources.dataset_defs.stream.SETReader attribute) (pySPACE.resources.dataset_defs.time_series.TimeSeriesClient attribute) (pySPACE.tests.utils.data.test_data_generation.Adder attribute) (pySPACE.tests.utils.data.test_data_generation.Channel attribute) (pySPACE.tests.utils.data.test_data_generation.ChannelDependentCosine attribute) (pySPACE.tests.utils.data.test_data_generation.ChannelDependentDelta attribute) (pySPACE.tests.utils.data.test_data_generation.ChannelDependentSine attribute) (pySPACE.tests.utils.data.test_data_generation.Combiner attribute) (pySPACE.tests.utils.data.test_data_generation.Constant attribute) (pySPACE.tests.utils.data.test_data_generation.Cosine attribute) (pySPACE.tests.utils.data.test_data_generation.Counter attribute) (pySPACE.tests.utils.data.test_data_generation.DataGenerator attribute) (pySPACE.tests.utils.data.test_data_generation.Delta attribute) (pySPACE.tests.utils.data.test_data_generation.GaussianNoise attribute) (pySPACE.tests.utils.data.test_data_generation.Multiplier attribute) (pySPACE.tests.utils.data.test_data_generation.One attribute) (pySPACE.tests.utils.data.test_data_generation.Sine attribute) (pySPACE.tests.utils.data.test_data_generation.TimePoint attribute) (pySPACE.tests.utils.data.test_data_generation.Triangle attribute) (pySPACE.tests.utils.data.test_data_generation.Zero attribute) (pySPACE.tools.live.eeg_stream.EEGClient attribute) (pySPACE.tools.live.eeg_stream.EEGClientUsb attribute)

_abc_negative_cache (pySPACE.environments.backends.base.Backend attribute) (pySPACE.environments.backends.ll_backend.LoadLevelerBackend attribute) (pySPACE.environments.backends.mpi_backend.MpiBackend attribute) (pySPACE.environments.backends.multicore.MulticoreBackend attribute) (pySPACE.environments.backends.serial.SerialBackend attribute) (pySPACE.environments.live.communication.adrf_messenger.AdrfMessenger attribute) (pySPACE.environments.live.communication.log_messenger.LogMessenger attribute) (pySPACE.environments.live.communication.messenger.Messenger attribute) (pySPACE.environments.live.communication.socket_messenger.SocketMessenger attribute) (pySPACE.missions.nodes.decorators.AddedParameterDecorator attribute) (pySPACE.missions.nodes.decorators.BooleanParameter attribute) (pySPACE.missions.nodes.decorators.ChoiceParameter attribute) (pySPACE.missions.nodes.decorators.LogNormalParameter attribute) (pySPACE.missions.nodes.decorators.LogUniformParameter attribute) (pySPACE.missions.nodes.decorators.NoOptimizationParameter attribute) (pySPACE.missions.nodes.decorators.NormalParameter attribute) (pySPACE.missions.nodes.decorators.PChoiceParameter attribute) (pySPACE.missions.nodes.decorators.ParameterDecorator attribute) (pySPACE.missions.nodes.decorators.QLogNormalParameter attribute) (pySPACE.missions.nodes.decorators.QLogUniformParameter attribute) (pySPACE.missions.nodes.decorators.QNormalParameter attribute) (pySPACE.missions.nodes.decorators.QUniformParameter attribute) (pySPACE.missions.nodes.decorators.UniformParameter attribute) (pySPACE.missions.support.WindowerInterface.AbstractStreamReader attribute) (pySPACE.resources.dataset_defs.stream.CsvReader attribute) (pySPACE.resources.dataset_defs.stream.EDFReader attribute) (pySPACE.resources.dataset_defs.stream.EEGReader attribute) (pySPACE.resources.dataset_defs.stream.SETReader attribute) (pySPACE.resources.dataset_defs.time_series.TimeSeriesClient attribute) (pySPACE.tests.utils.data.test_data_generation.Adder attribute) (pySPACE.tests.utils.data.test_data_generation.Channel attribute) (pySPACE.tests.utils.data.test_data_generation.ChannelDependentCosine attribute) (pySPACE.tests.utils.data.test_data_generation.ChannelDependentDelta attribute) (pySPACE.tests.utils.data.test_data_generation.ChannelDependentSine attribute) (pySPACE.tests.utils.data.test_data_generation.Combiner attribute) (pySPACE.tests.utils.data.test_data_generation.Constant attribute) (pySPACE.tests.utils.data.test_data_generation.Cosine attribute) (pySPACE.tests.utils.data.test_data_generation.Counter attribute) (pySPACE.tests.utils.data.test_data_generation.DataGenerator attribute) (pySPACE.tests.utils.data.test_data_generation.Delta attribute) (pySPACE.tests.utils.data.test_data_generation.GaussianNoise attribute) (pySPACE.tests.utils.data.test_data_generation.Multiplier attribute) (pySPACE.tests.utils.data.test_data_generation.One attribute) (pySPACE.tests.utils.data.test_data_generation.Sine attribute) (pySPACE.tests.utils.data.test_data_generation.TimePoint attribute) (pySPACE.tests.utils.data.test_data_generation.Triangle attribute) (pySPACE.tests.utils.data.test_data_generation.Zero attribute) (pySPACE.tools.live.eeg_stream.EEGClient attribute) (pySPACE.tools.live.eeg_stream.EEGClientUsb attribute) _abc_negative_cache_version (pySPACE.environments.backends.base.Backend attribute) (pySPACE.environments.backends.ll_backend.LoadLevelerBackend attribute) (pySPACE.environments.backends.mpi_backend.MpiBackend attribute) (pySPACE.environments.backends.multicore.MulticoreBackend attribute) (pySPACE.environments.backends.serial.SerialBackend attribute) (pySPACE.environments.live.communication.adrf_messenger.AdrfMessenger attribute) (pySPACE.environments.live.communication.log_messenger.LogMessenger attribute) (pySPACE.environments.live.communication.messenger.Messenger attribute) (pySPACE.environments.live.communication.socket_messenger.SocketMessenger attribute) (pySPACE.missions.nodes.decorators.AddedParameterDecorator attribute) (pySPACE.missions.nodes.decorators.BooleanParameter attribute) (pySPACE.missions.nodes.decorators.ChoiceParameter attribute) (pySPACE.missions.nodes.decorators.LogNormalParameter attribute) (pySPACE.missions.nodes.decorators.LogUniformParameter attribute) (pySPACE.missions.nodes.decorators.NoOptimizationParameter attribute) (pySPACE.missions.nodes.decorators.NormalParameter attribute) (pySPACE.missions.nodes.decorators.PChoiceParameter attribute) (pySPACE.missions.nodes.decorators.ParameterDecorator attribute) (pySPACE.missions.nodes.decorators.QLogNormalParameter attribute) (pySPACE.missions.nodes.decorators.QLogUniformParameter attribute) (pySPACE.missions.nodes.decorators.QNormalParameter attribute) (pySPACE.missions.nodes.decorators.QUniformParameter attribute) (pySPACE.missions.nodes.decorators.UniformParameter attribute) 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(pySPACE.run.gui.performance_results_analysis.ProjectionPopup method) _cg_child_re (pySPACE.tools.gprof2dot.GprofParser attribute) _cg_cycle_header_re (pySPACE.tools.gprof2dot.GprofParser attribute) _cg_cycle_member_re (pySPACE.tools.gprof2dot.GprofParser attribute) _cg_header_re (pySPACE.tools.gprof2dot.GprofParser attribute) _cg_ignore_re (pySPACE.tools.gprof2dot.GprofParser attribute) _cg_parent_re (pySPACE.tools.gprof2dot.GprofParser attribute) _cg_primary_re (pySPACE.tools.gprof2dot.GprofParser attribute) _cg_sep_re (pySPACE.tools.gprof2dot.GprofParser attribute) _change_parameters() (pySPACE.missions.nodes.base_node.BaseNode method) _check_dimension_consistency() (pySPACE.environments.chains.node_chain.NodeChain method) _check_exclude_defs_ok() (pySPACE.missions.support.windower.MarkerWindower method) _check_include_defs_ok() (pySPACE.missions.support.windower.MarkerWindower method) _check_input() (pySPACE.missions.nodes.base_node.BaseNode method) _check_node_chain_dataset_consistency() (pySPACE.missions.operations.node_chain.NodeChainProcess static method) _check_nodes_consistency() (pySPACE.environments.chains.node_chain.NodeChain method) _check_output() (pySPACE.missions.nodes.base_node.BaseNode method) _check_train_args() (pySPACE.missions.nodes.base_node.BaseNode method) _check_value_type_isnode() (pySPACE.environments.chains.node_chain.NodeChain method) _clear() (pySPACE.tools.memory_profiling.Asizer method) _clip_ (pySPACE.tools.memory_profiling.Asizer attribute) _close_event() (pySPACE.run.gui.general_gui.PySpaceGui method) _close_last_node() (pySPACE.environments.chains.node_chain.NodeChain method) _closeTab() (pySPACE.run.gui.general_gui.PySpaceGui method) _code_ (pySPACE.tools.memory_profiling.Asizer attribute) _complete_training() (pySPACE.missions.nodes.classification.svm_variants.external.LiblinearClassifierNode method) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode method) (pySPACE.missions.nodes.classification.svm_variants.external.LibSVMClassifierNode method) _compute_levels() (pySPACE.missions.nodes.visualization.eeg_visualization.ElectrodeCoordinationPlotNode method) _compute_Sigma() (pySPACE.missions.nodes.sink.ssnr_sink.SSNR method) _compute_xDAWN_filters() (pySPACE.missions.nodes.sink.ssnr_sink.SSNR method) _config_node_chain() (pySPACE.run.gui.general_gui.ControlWidget method) _configure_node_chain() (pySPACE.run.gui.general_gui.OperationConfigurationPopup method) _const_re (pySPACE.tools.gprof2dot.Main attribute) _copy_arff_file() (pySPACE.missions.operations.merge.MergeProcess method) (pySPACE.missions.operations.shuffle.ShuffleProcess method) _copy_file() (pySPACE.missions.operations.merge.MergeProcess method) _cost_re (pySPACE.tools.gprof2dot.CallgrindParser attribute) _create_central_widget() (pySPACE.run.gui.performance_results_analysis.ProjectionPopup method) _create_elements() (pySPACE.run.gui.performance_results_analysis.PerformanceResultsAnalysisWidget method) _create_movie() (pySPACE.missions.nodes.visualization.base.VisualizationBase method) _create_operation() (pySPACE.run.gui.general_gui.OperationConfigurationPopup method) _create_result_sets() (pySPACE.missions.nodes.sink.feature_vector_sink.FeatureVectorSinkNode method) (pySPACE.missions.nodes.sink.prediction_vector_sink.PredictionVectorSinkNode method) _create_split() (pySPACE.missions.nodes.splitter.traintest_splitter.TrainTestSplitterNode method) (pySPACE.missions.nodes.splitter.transfer_splitter.TransferSplitterNode method) _create_splits() (pySPACE.missions.nodes.splitter.cv_splitter.CrossValidationSplitterNode method) _createProcesses() (pySPACE.missions.operations.analysis.AnalysisOperation class method) (pySPACE.missions.operations.comp_analysis.CompAnalysisOperation class method) (pySPACE.missions.operations.concatenate.ConcatenateOperation class method) (pySPACE.missions.operations.merge.MergeOperation class method) (pySPACE.missions.operations.mmlf.MmlfOperation class method) (pySPACE.missions.operations.node_chain.NodeChainOperation class method) (pySPACE.missions.operations.shuffle.ShuffleOperation class method) (pySPACE.missions.operations.statistic.StatisticOperation class method) (pySPACE.missions.operations.weka_classification.WekaClassificationOperation class method) (pySPACE.missions.operations.weka_filter.WekaFilterOperation class method) _crossover() (pySPACE.missions.nodes.spatial_filtering.sensor_selection.EvolutionaryAlgorithm method) _cutoff (pySPACE.tools.memory_profiling.Asizer attribute) _decmarkeroffsets() (pySPACE.missions.support.windower.MarkerWindower method) _depth (pySPACE.tools.memory_profiling.Asizer attribute) _derive_ (pySPACE.tools.memory_profiling.Asizer attribute) _detail_ (pySPACE.tools.memory_profiling.Asizer attribute) _detail_keys (pySPACE.tools.gprof2dot.CallgrindParser attribute) _discretize() (pySPACE.missions.nodes.postprocessing.score_transformation.LinearFitNode method) (pySPACE.missions.nodes.postprocessing.score_transformation.PlattsSigmoidFitNode method) _draw_histogram() (pySPACE.run.gui.performance_results_analysis.PerformanceResultsAnalysisWidget method) _draw_plot() (pySPACE.run.gui.performance_results_analysis.PerformanceResultsAnalysisWidget method) _dump_events() (pySPACE.tools.gprof2dot.Profile method) _duplicate (pySPACE.tools.memory_profiling.Asizer attribute) _empirical_probability() (pySPACE.missions.nodes.postprocessing.score_transformation.LinearFitNode method) (pySPACE.missions.nodes.postprocessing.score_transformation.PlattsSigmoidFitNode method) _excl_d (pySPACE.tools.memory_profiling.Asizer attribute) _execute() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.classification.adaptive_threshold_classifier.AdaptiveThresholdClassifierNode method) (pySPACE.missions.nodes.classification.adaptive_threshold_classifier.AdaptiveThresholdPreprocessingNode method) (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) (pySPACE.missions.nodes.classification.discriminant_analysis_classifier.LinearDiscriminantAnalysisClassifierNode method) (pySPACE.missions.nodes.classification.discriminant_analysis_classifier.QuadraticDiscriminantAnalysisClassifierNode method) (pySPACE.missions.nodes.classification.ensemble.ChampionGatingNode method) (pySPACE.missions.nodes.classification.ensemble.KNNGatingNode method) (pySPACE.missions.nodes.classification.ensemble.LabelVotingGatingNode method) (pySPACE.missions.nodes.classification.ensemble.PrecisionWeightedGatingNode method) (pySPACE.missions.nodes.classification.ensemble.ProbVotingGatingNode method) (pySPACE.missions.nodes.classification.ensemble.RidgeRegressionGatingNode method) (pySPACE.missions.nodes.classification.linear_classifier.BayesianLinearDiscriminantAnalysisClassifierNode method) (pySPACE.missions.nodes.classification.linear_classifier.FDAClassifierNode method) (pySPACE.missions.nodes.classification.random_classifier.RandomClassifierNode method) (pySPACE.missions.nodes.classification.svm_variants.ORMM.OcRmmNode method) (pySPACE.missions.nodes.classification.svm_variants.ORMM.OcRmmPerceptronNode method) (pySPACE.missions.nodes.classification.svm_variants.ORMM.SvddPassiveAggressiveNode method) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode method) (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM2Node method) (pySPACE.missions.nodes.classification.svm_variants.external.LibSVMClassifierNode method) (pySPACE.missions.nodes.data_selection.instance_selection.InstanceSelectionNode method) (pySPACE.missions.nodes.data_selection.instance_selection.ReduceOverrepresentedClassNode method) (pySPACE.missions.nodes.debug.exchange_data.ExchangeDataNode method) (pySPACE.missions.nodes.debug.print_data.EstimateBandwidthNode method) (pySPACE.missions.nodes.debug.sleep.SleepNode method) (pySPACE.missions.nodes.debug.subflow_timing_node.SubflowTimingNode method) (pySPACE.missions.nodes.feature_generation.correlation_features.ClassAverageCorrelationFeatureNode method) (pySPACE.missions.nodes.feature_generation.correlation_features.CoherenceFeatureNode method) (pySPACE.missions.nodes.feature_generation.correlation_features.PearsonCorrelationFeatureNode method) (pySPACE.missions.nodes.feature_generation.correlation_features.StatisticalFeatureNode method) (pySPACE.missions.nodes.feature_generation.frequency_features.FrequencyBandFeatureNode method) (pySPACE.missions.nodes.feature_generation.frequency_features.STFTFeaturesNode method) (pySPACE.missions.nodes.feature_generation.time_domain_features.CustomChannelWiseFeatureNode method) (pySPACE.missions.nodes.feature_generation.time_domain_features.LocalStraightLineFeatureNode method) (pySPACE.missions.nodes.feature_generation.time_domain_features.SimpleDifferentiationFeatureNode method) (pySPACE.missions.nodes.feature_generation.time_domain_features.TimeDomainDifferenceFeatureNode method) (pySPACE.missions.nodes.feature_generation.time_domain_features.TimeDomainFeaturesNode method) (pySPACE.missions.nodes.feature_generation.wavelet.PywtWaveletNode method) (pySPACE.missions.nodes.feature_selection.feature_filter.FeatureNameFilterNode method) (pySPACE.missions.nodes.feature_selection.mlpy_wrapper_nodes.MLPYFeatureSelectionWrapper method) (pySPACE.missions.nodes.feature_selection.random_feature_selection.RandomFeatureSelectionNode method) (pySPACE.missions.nodes.feature_selection.relief.ReliefFeatureSelectionNode method) (pySPACE.missions.nodes.meta.classifier_wrapper.SVMComplexityLayerNode method) (pySPACE.missions.nodes.meta.classifier_wrapper.SplitClassifierLayerNode method) (pySPACE.missions.nodes.meta.consume_training_data.ConsumeTrainingDataNode method) (pySPACE.missions.nodes.meta.flow_node.BacktransformationNode method) (pySPACE.missions.nodes.meta.flow_node.FlowNode method) (pySPACE.missions.nodes.meta.parameter_optimization.ParameterOptimizationBase method) (pySPACE.missions.nodes.meta.same_input_layer.ClassificationFlowsLoaderNode method) (pySPACE.missions.nodes.meta.same_input_layer.SameInputLayerNode method) (pySPACE.missions.nodes.postprocessing.compression.RandomFeatureCompressionNode method) (pySPACE.missions.nodes.postprocessing.feature_normalization.EuclideanFeatureNormalizationNode method) (pySPACE.missions.nodes.postprocessing.feature_normalization.FeatureNormalizationNode method) (pySPACE.missions.nodes.postprocessing.feature_normalization.InfinityNormFeatureNormalizationNode method) (pySPACE.missions.nodes.postprocessing.score_transformation.LinearFitNode method) (pySPACE.missions.nodes.postprocessing.score_transformation.LinearTransformationNode method) (pySPACE.missions.nodes.postprocessing.score_transformation.PlattsSigmoidFitNode method) (pySPACE.missions.nodes.postprocessing.score_transformation.SigmoidTransformationNode method) (pySPACE.missions.nodes.postprocessing.threshold_optimization.ThresholdOptimizationNode method) (pySPACE.missions.nodes.preprocessing.clip.ClipNode method) (pySPACE.missions.nodes.preprocessing.differentiation.Simple2DifferentiationNode method) (pySPACE.missions.nodes.preprocessing.differentiation.Simple5DifferentiationNode method) (pySPACE.missions.nodes.preprocessing.filtering.FFTBandPassFilterNode method) (pySPACE.missions.nodes.preprocessing.filtering.FIRFilterNode method) (pySPACE.missions.nodes.preprocessing.filtering.HighPassFilterNode method) (pySPACE.missions.nodes.preprocessing.filtering.IIRFilterNode method) (pySPACE.missions.nodes.preprocessing.filtering.SimpleLowPassFilterNode method) (pySPACE.missions.nodes.preprocessing.filtering.TkeoNode method) (pySPACE.missions.nodes.preprocessing.filtering.VarianceFilterNode method) (pySPACE.missions.nodes.preprocessing.normalization.DcRemovalNode method) (pySPACE.missions.nodes.preprocessing.normalization.DetrendingNode method) (pySPACE.missions.nodes.preprocessing.normalization.DevariancingNode method) (pySPACE.missions.nodes.preprocessing.normalization.EuclideanNormalizationNode method) (pySPACE.missions.nodes.preprocessing.normalization.LocalStandardizationNode method) (pySPACE.missions.nodes.preprocessing.normalization.MaximumStandardizationNode method) (pySPACE.missions.nodes.preprocessing.normalization.MemoryStandardizationNode method) (pySPACE.missions.nodes.preprocessing.normalization.SubsetNormalizationNode method) (pySPACE.missions.nodes.preprocessing.reorder_memory.ReorderMemoryNode method) (pySPACE.missions.nodes.preprocessing.subsampling.DecimationBase method) (pySPACE.missions.nodes.preprocessing.subsampling.DownsamplingNode method) (pySPACE.missions.nodes.preprocessing.subsampling.FFTResamplingNode method) (pySPACE.missions.nodes.preprocessing.subsampling.SubsamplingNode method) (pySPACE.missions.nodes.preprocessing.window_func.ScaleNode method) (pySPACE.missions.nodes.preprocessing.window_func.WindowFuncNode method) (pySPACE.missions.nodes.sink.analyzer_sink.AnalyzerSinkNode method) (pySPACE.missions.nodes.sink.ssnr_sink.SSNRSinkNode method) (pySPACE.missions.nodes.spatial_filtering.channel_difference.HemisphereDifferenceNode method) (pySPACE.missions.nodes.spatial_filtering.channel_selection.ChannelNameSelectorNode method) (pySPACE.missions.nodes.spatial_filtering.csp.CSPNode method) (pySPACE.missions.nodes.spatial_filtering.fda.FDAFilterNode method) (pySPACE.missions.nodes.spatial_filtering.ica.ICAWrapperNode method) (pySPACE.missions.nodes.spatial_filtering.pca.PCAWrapperNode method) (pySPACE.missions.nodes.spatial_filtering.rereferencing.AverageReferenceNode method) (pySPACE.missions.nodes.spatial_filtering.rereferencing.LaplacianReferenceNode method) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.SensorSelectionBase method) (pySPACE.missions.nodes.spatial_filtering.spatial_filtering.SpatialFilteringNode method) (pySPACE.missions.nodes.spatial_filtering.xdawn.AXDAWNNode method) (pySPACE.missions.nodes.spatial_filtering.xdawn.SparseXDAWNNode method) (pySPACE.missions.nodes.spatial_filtering.xdawn.XDAWNNode method) (pySPACE.missions.nodes.templates.SimpleDataTransformationTemplateNode method) (pySPACE.missions.nodes.type_manipulation.change_attributes.ChangeTimeSeriesAttributesNode method) (pySPACE.missions.nodes.type_manipulation.float_conversion.Int2FloatNode method) (pySPACE.missions.nodes.type_manipulation.float_conversion.NaN2NumberNode method) (pySPACE.missions.nodes.type_manipulation.marker_to_mux_channel.MarkerToMuxChannelNode method) (pySPACE.missions.nodes.type_manipulation.type_conversion.CastDatatypeNode method) (pySPACE.missions.nodes.type_manipulation.type_conversion.Feature2MonoTimeSeriesNode method) (pySPACE.missions.nodes.type_manipulation.type_conversion.FeatureVector2TimeSeriesNode method) (pySPACE.missions.nodes.type_manipulation.type_conversion.Features2PredictionNode method) (pySPACE.missions.nodes.type_manipulation.type_conversion.MonoTimeSeries2FeatureNode method) (pySPACE.missions.nodes.type_manipulation.type_conversion.Prediction2FeaturesNode method) (pySPACE.missions.nodes.visualization.average_and_feature_vis.AverageFeatureVisNode method) (pySPACE.missions.nodes.visualization.base.VisualizationBase method) (pySPACE.missions.nodes.visualization.feature_vector_vis.LLEVisNode method) (pySPACE.missions.nodes.visualization.time_series_vis.HistogramPlotNode method) (pySPACE.missions.nodes.visualization.time_series_vis.ScatterPlotNode method) _execute_seq() (pySPACE.environments.chains.node_chain.NodeChain method) _extract_markers_cur_window() (pySPACE.missions.support.windower.MarkerWindower method) _extract_windows_cur_block() (pySPACE.missions.support.windower.MarkerWindower method) _extractwindow() (pySPACE.missions.support.windower.MarkerWindower method) _fetch_from_generator() (pySPACE.missions.nodes.data_selection.filter_windows.FilterGenerator method) (pySPACE.tools.memoize_generator.MemoizeGenerator method) _fields_re (pySPACE.tools.gprof2dot.OprofileParser attribute) _flatten_dict() (pySPACE.missions.operations.mmlf.MmlfOperation class method) _float_re (pySPACE.tools.gprof2dot.GprofParser attribute) _format_line() (pySPACE.tools.progressbar.ProgressBar method) _format_marker() (pySPACE.tools.progressbar.Bar method) _format_subplots() (pySPACE.missions.nodes.visualization.average_and_feature_vis.AverageFeatureVisNode method) _format_widgets() (pySPACE.tools.progressbar.ProgressBar method) _generate_ending() (pySPACE.tests.HTMLTestRunner.HTMLTestRunner method) _generate_feature_development_plots() (pySPACE.missions.nodes.visualization.average_and_feature_vis.AverageFeatureVisNode method) _generate_generic_unittest_heading() (pySPACE.tests.HTMLTestRunner.HTMLTestRunner method) _generate_heading() (pySPACE.tests.HTMLTestRunner.HTMLTestRunner method) _generate_histo_plot() (pySPACE.missions.nodes.visualization.average_and_feature_vis.AverageFeatureVisNode method) _generate_labeled_correlation_matrix() (pySPACE.missions.nodes.visualization.average_and_feature_vis.AverageFeatureVisNode method) _generate_report() (pySPACE.tests.HTMLTestRunner.HTMLTestRunner method) _generate_report_test() (pySPACE.tests.HTMLTestRunner.HTMLTestRunner method) _generate_stylesheet() (pySPACE.tests.HTMLTestRunner.HTMLTestRunner method) _generate_system_info() (pySPACE.tests.HTMLTestRunner.HTMLTestRunner method) _generate_tag() (pySPACE.resources.data_types.time_series.TimeSeries static method) _generate_time_series_plot() (pySPACE.missions.nodes.visualization.average_and_feature_vis.AverageFeatureVisNode method) _get_corr_plot() (pySPACE.missions.nodes.visualization.average_and_feature_vis.AverageFeatureVisNode method) _get_duplicate() (pySPACE.tools.memory_profiling.Asizer method) _get_flow() (pySPACE.missions.nodes.meta.flow_node.FlowNode method) (pySPACE.missions.nodes.meta.parameter_optimization.ParameterOptimizationBase method) _get_metric_fct() (pySPACE.missions.nodes.postprocessing.threshold_optimization.ThresholdOptimizationNode method) _get_missed() (pySPACE.tools.memory_profiling.Asizer method) _get_parameter_space() (pySPACE.missions.operations.base.Operation class method) _get_required_train_args() (pySPACE.environments.chains.node_chain.NodeChain static method) _get_result_dataset_dir() (pySPACE.missions.operations.node_chain.NodeChainOperation static method) _get_selected_items() (pySPACE.run.gui.performance_results_analysis.PerformanceResultsAnalysisWidget method) _get_supported_dtypes() (pySPACE.missions.nodes.base_node.BaseNode method) _get_the_call() (pySPACE.tests.generic_unittest.ParametrizedTestCase method) _get_total() (pySPACE.tools.memory_profiling.Asizer method) _get_train_seq() (pySPACE.missions.nodes.base_node.BaseNode method) _get_train_set() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.meta.consume_training_data.ConsumeTrainingDataNode method) (pySPACE.missions.nodes.sink.time_series_sink.TimeSeriesSinkNode method) (pySPACE.missions.nodes.visualization.feature_vector_vis.LLEVisNode method) _getdata32msg() (pySPACE.tools.live.eeg_stream.EEGClient method) _getdatamsg() (pySPACE.tools.live.eeg_stream.EEGClient method) _getmuxdatamsg() (pySPACE.tools.live.eeg_stream.EEGClient method) _getstartmsg() (pySPACE.tools.live.eeg_stream.EEGClient method) _getstopmsg() (pySPACE.tools.live.eeg_stream.EEGClient method) _grace() (pySPACE.tools.live.eeg_stream.EEGClient method) _gradient_optimization() (pySPACE.missions.nodes.spatial_filtering.xdawn.SparseXDAWNNode method) _hue_to_rgb() (pySPACE.tools.gprof2dot.Theme method) _if_training_stop_training() (pySPACE.missions.nodes.base_node.BaseNode method) _ign_d (pySPACE.tools.memory_profiling.Asizer attribute) _inc_train() (pySPACE.environments.chains.node_chain.NodeChain method) (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) (pySPACE.missions.nodes.classification.svm_variants.ORMM.OcRmmNode method) (pySPACE.missions.nodes.classification.svm_variants.ORMM.OcRmmPerceptronNode method) (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM2Node method) (pySPACE.missions.nodes.classification.svm_variants.brmm.RmmPerceptronNode method) (pySPACE.missions.nodes.meta.flow_node.BacktransformationNode method) (pySPACE.missions.nodes.meta.flow_node.FlowNode method) (pySPACE.missions.nodes.meta.flow_node.UnsupervisedRetrainingFlowNode method) (pySPACE.missions.nodes.meta.parameter_optimization.ParameterOptimizationBase method) (pySPACE.missions.nodes.meta.same_input_layer.SameInputLayerNode method) (pySPACE.missions.nodes.postprocessing.feature_normalization.GaussianFeatureNormalizationNode method) (pySPACE.missions.nodes.postprocessing.threshold_optimization.ThresholdOptimizationNode method) (pySPACE.missions.nodes.spatial_filtering.xdawn.AXDAWNNode method) (pySPACE.missions.nodes.templates.TrainableAlgorithmTemplateNode method) (pySPACE.missions.nodes.visualization.base.VisualizationBase method) _incl (pySPACE.tools.memory_profiling.Asizer attribute) _infer_ (pySPACE.tools.memory_profiling.Asizer attribute) _initialize() (pySPACE.resources.dataset_defs.time_series.TimeSeriesClient method) _initialize_node() (pySPACE.tests.generic_unittest.ParametrizedTestCase method) _insertnullmarkers() (pySPACE.missions.support.windower.MarkerWindower method) _int_re (pySPACE.tools.gprof2dot.GprofParser attribute) _integrate_call() (pySPACE.tools.gprof2dot.Profile method) _integrate_cycle() (pySPACE.tools.gprof2dot.Profile method) _integrate_cycle_function() (pySPACE.tools.gprof2dot.Profile method) _integrate_function() (pySPACE.tools.gprof2dot.Profile method) _invert() (pySPACE.missions.nodes.type_manipulation.type_conversion.Feature2MonoTimeSeriesNode method) (pySPACE.missions.nodes.type_manipulation.type_conversion.MonoTimeSeries2FeatureNode method) _key_re (pySPACE.tools.gprof2dot.CallgrindParser attribute) _limit_ (pySPACE.tools.memory_profiling.Asizer attribute) _load_all_curves() (pySPACE.resources.dataset_defs.performance_result.ROCCurves method) _load_cache() (pySPACE.missions.nodes.meta.same_input_layer.ClassificationFlowsLoaderNode method) _load_ensemble() (pySPACE.missions.nodes.meta.same_input_layer.ClassificationFlowsLoaderNode method) _load_node_chain() (pySPACE.run.gui.general_gui.ControlWidget method) _load_results_collection_from_file() (pySPACE.run.gui.performance_results_analysis.PerformanceResultsAnalysisWidget method) _load_roc_curves() (pySPACE.run.gui.performance_results_analysis.PerformanceResultsAnalysisWidget method) _load_window_spec() (pySPACE.missions.support.windower.Windower class method) _loadResults() (pySPACE.run.gui.general_gui.ControlWidget method) _log() (pySPACE.environments.backends.base.Backend method) (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.operations.base.Operation method) (pySPACE.missions.operations.base.Process method) (pySPACE.resources.dataset_defs.base.BaseDataset method) _look_for_yaml() (pySPACE.tests.generic_unittest.ParametrizedTestCase method) _mask (pySPACE.tools.memory_profiling.Asizer attribute) _max_scan_ranges() (pySPACE.missions.support.windower.MarkerWindower method) _merge_arff_files() (pySPACE.missions.operations.merge.MergeProcess method) _merge_files() (pySPACE.missions.operations.merge.MergeProcess method) _merge_pickle_files() (pySPACE.missions.operations.concatenate.ConcatenateProcess method) _missed (pySPACE.tools.memory_profiling.Asizer attribute) _monitor_progress() (pySPACE.run.gui.general_gui.ControlWidget method) _ms_to_samples() (pySPACE.resources.data_types.time_series.TimeSeries method) _mstosamples() (pySPACE.missions.support.windower.Windower method) _mutate() (pySPACE.missions.nodes.spatial_filtering.sensor_selection.EvolutionaryAlgorithm method) _nameof() (pySPACE.tools.memory_profiling.Asizer method) _need_update() (pySPACE.tools.progressbar.ProgressBar method) _non_trainable_execute() (pySPACE.tests.generic_unittest.ParametrizedTestCase method) _nspaces() (pySPACE.tests.generic_unittest.ParametrizedTestCase method) _numberOfProcesses() (pySPACE.missions.operations.analysis.AnalysisOperation class method) (pySPACE.missions.operations.comp_analysis.CompAnalysisOperation class method) _operation_finished() (pySPACE.run.gui.general_gui.PySpaceGui method) _parenthesis_re (pySPACE.tools.gprof2dot.Main attribute) _plot_all_channels() (pySPACE.missions.nodes.visualization.time_series_vis.TimeSeriesPlotNode method) _plot_all_channels_separated() (pySPACE.missions.nodes.visualization.time_series_vis.TimeSeriesPlotNode method) _plot_nominal() (pySPACE.missions.operations.analysis.AnalysisProcess method) (pySPACE.missions.operations.comp_analysis.CompAnalysisProcess method) _plot_numeric() (pySPACE.missions.operations.analysis.AnalysisProcess method) (pySPACE.missions.operations.comp_analysis.CompAnalysisProcess method) _plot_numeric_vs_nominal() (pySPACE.missions.operations.analysis.AnalysisProcess method) (pySPACE.missions.operations.comp_analysis.CompAnalysisProcess method) _plot_numeric_vs_numeric() (pySPACE.missions.operations.analysis.AnalysisProcess method) (pySPACE.missions.operations.comp_analysis.CompAnalysisProcess method) _plot_spatial_values() (pySPACE.missions.nodes.spatial_filtering.csp.CSPNode static method) _plot_spectrum() (pySPACE.missions.nodes.visualization.time_series_vis.SpectrumPlotNode method) _plotTimeSeriesInEC() (pySPACE.missions.nodes.spatial_filtering.xdawn.XDAWNNode method) _plotValues() (pySPACE.missions.nodes.visualization.eeg_visualization.ElectrodeCoordinationPlotNode method) (pySPACE.missions.nodes.visualization.time_series_vis.SpectrumPlotNode method) (pySPACE.missions.nodes.visualization.time_series_vis.TimeSeriesPlotNode method) _position_map (pySPACE.tools.gprof2dot.CallgrindParser attribute) _position_re (pySPACE.tools.gprof2dot.CallgrindParser attribute) _position_table_map (pySPACE.tools.gprof2dot.CallgrindParser attribute) _pre_execution_checks() (pySPACE.missions.nodes.base_node.BaseNode method) _prepare_FV() (pySPACE.missions.nodes.visualization.base.VisualizationBase method) _prepare_node_chain() (pySPACE.missions.nodes.meta.flow_node.FlowNode static method) _prepare_prediction() (pySPACE.missions.nodes.visualization.base.VisualizationBase method) _prepr() (pySPACE.tools.memory_profiling.Asizer method) _prof() (pySPACE.tools.memory_profiling.Asizer method) _profile (pySPACE.tools.memory_profiling.Asizer attribute) _profs (pySPACE.tools.memory_profiling.Asizer attribute) _project() (pySPACE.run.gui.performance_results_analysis.ProjectionPopup method) _project_onto() (pySPACE.run.gui.performance_results_analysis.PerformanceResultsAnalysisWidget method) _project_onto_subset() (pySPACE.resources.dataset_defs.performance_result.ROCCurves method) _project_popup() (pySPACE.run.gui.performance_results_analysis.PerformanceResultsAnalysisWidget method) _propagate_exception() (pySPACE.environments.chains.node_chain.NodeChain method) _rank_cycle_function() (pySPACE.tools.gprof2dot.Profile method) _readmsg() (pySPACE.resources.dataset_defs.time_series.TimeSeriesClient method) (pySPACE.tools.live.eeg_stream.EEGClient method) _readnextblock() (pySPACE.missions.support.windower.MarkerWindower method) _refcast() (pySPACE.missions.nodes.base_node.BaseNode method) _refresh_node_chains() (pySPACE.run.gui.general_gui.OperationConfigurationPopup method) _RegularizedClassifierBase__intersect() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) _reload() (pySPACE.run.gui.performance_results_analysis.PerformanceResultsAnalysisWidget method) _repr() (pySPACE.tools.memory_profiling.Asizer method) _reset() (pySPACE.run.gui.performance_results_analysis.PerformanceResultsAnalysisWidget method) _samples_to_ms() (pySPACE.resources.data_types.time_series.TimeSeries method) _samplestoms() (pySPACE.missions.support.windower.Windower method) _save() (pySPACE.run.gui.performance_results_analysis.PerformanceResultsAnalysisWidget method) _scalar_metric() (pySPACE.missions.operations.analysis.AnalysisProcess method) (pySPACE.missions.operations.comp_analysis.CompAnalysisProcess method) _scanmarkers() (pySPACE.missions.support.windower.MarkerWindower method) _search_k_nearest_neighbors() (pySPACE.missions.nodes.feature_selection.relief.ReliefFeatureSelectionNode method) _seen (pySPACE.tools.memory_profiling.Asizer attribute) _select_input() (pySPACE.run.gui.general_gui.OperationConfigurationPopup method) _sendmsg() (pySPACE.tools.live.eeg_stream.EEGClient method) _sequence_metric() (pySPACE.missions.operations.analysis.AnalysisProcess method) (pySPACE.missions.operations.comp_analysis.CompAnalysisProcess method) _set_dtype() (pySPACE.missions.nodes.base_node.BaseNode method) _set_input_dim() (pySPACE.missions.nodes.base_node.BaseNode method) _set_output_dim() (pySPACE.missions.nodes.base_node.BaseNode method) _sizer() (pySPACE.tools.memory_profiling.Asizer method) _sizes() (pySPACE.tools.memory_profiling.Asizer method) _smooth_corners() (pySPACE.missions.nodes.visualization.eeg_visualization.ElectrodeCoordinationPlotNode method) _sslErrorHandler() (pySPACE.run.gui.general_gui.PySpaceGui method) _ssnr() (pySPACE.missions.nodes.sink.ssnr_sink.SSNR method) _start() (pySPACE.run.gui.general_gui.ControlWidget method) _start_logging() (pySPACE.environments.backends.base.Backend method) _stats_ (pySPACE.tools.memory_profiling.Asizer attribute) _stop_logging() (pySPACE.environments.backends.base.Backend method) _stop_training() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.classification.discriminant_analysis_classifier.LinearDiscriminantAnalysisClassifierNode method) (pySPACE.missions.nodes.classification.discriminant_analysis_classifier.QuadraticDiscriminantAnalysisClassifierNode method) (pySPACE.missions.nodes.classification.ensemble.ChampionGatingNode method) (pySPACE.missions.nodes.classification.ensemble.PrecisionWeightedGatingNode method) (pySPACE.missions.nodes.classification.ensemble.RidgeRegressionGatingNode method) (pySPACE.missions.nodes.classification.linear_classifier.BayesianLinearDiscriminantAnalysisClassifierNode method) (pySPACE.missions.nodes.classification.linear_classifier.FDAClassifierNode method) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode method) (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM1ClassifierNode method) (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM2Node method) (pySPACE.missions.nodes.classification.svm_variants.brmm.RMMClassifierMatlabNode method) (pySPACE.missions.nodes.classification.svm_variants.brmm.RmmPerceptronNode method) (pySPACE.missions.nodes.classification.svm_variants.external.LibSVMClassifierNode method) (pySPACE.missions.nodes.classification.svm_variants.external.LiblinearClassifierNode method) (pySPACE.missions.nodes.feature_generation.correlation_features.ClassAverageCorrelationFeatureNode method) (pySPACE.missions.nodes.feature_selection.mlpy_wrapper_nodes.MLPYFeatureSelectionWrapper method) (pySPACE.missions.nodes.feature_selection.relief.ReliefFeatureSelectionNode method) (pySPACE.missions.nodes.meta.classifier_wrapper.SVMComplexityLayerNode method) (pySPACE.missions.nodes.meta.classifier_wrapper.SplitClassifierLayerNode method) (pySPACE.missions.nodes.meta.consume_training_data.ConsumeTrainingDataNode method) (pySPACE.missions.nodes.meta.flow_node.BacktransformationNode method) (pySPACE.missions.nodes.meta.flow_node.BatchAdaptSubflowNode method) (pySPACE.missions.nodes.meta.flow_node.FlowNode method) (pySPACE.missions.nodes.meta.parameter_optimization.ParameterOptimizationBase method) (pySPACE.missions.nodes.meta.same_input_layer.SameInputLayerNode method) (pySPACE.missions.nodes.postprocessing.feature_normalization.GaussianFeatureNormalizationNode method) (pySPACE.missions.nodes.postprocessing.feature_normalization.HistogramFeatureNormalizationNode method) (pySPACE.missions.nodes.postprocessing.feature_normalization.OutlierFeatureNormalizationNode method) (pySPACE.missions.nodes.postprocessing.score_transformation.LinearFitNode method) (pySPACE.missions.nodes.postprocessing.score_transformation.PlattsSigmoidFitNode method) (pySPACE.missions.nodes.postprocessing.threshold_optimization.ThresholdOptimizationNode method) (pySPACE.missions.nodes.preprocessing.normalization.DevariancingNode method) (pySPACE.missions.nodes.sink.ssnr_sink.SSNRSinkNode method) (pySPACE.missions.nodes.spatial_filtering.channel_selection.ConstantChannelCleanupNode method) (pySPACE.missions.nodes.spatial_filtering.csp.CSPNode method) (pySPACE.missions.nodes.spatial_filtering.fda.FDAFilterNode method) (pySPACE.missions.nodes.spatial_filtering.pca.PCAWrapperNode method) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.SensorSelectionRankingNode method) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.SensorSelectionSSNRNode method) (pySPACE.missions.nodes.spatial_filtering.xdawn.AXDAWNNode method) (pySPACE.missions.nodes.spatial_filtering.xdawn.SparseXDAWNNode method) (pySPACE.missions.nodes.spatial_filtering.xdawn.XDAWNNode method) (pySPACE.missions.nodes.templates.TrainableAlgorithmTemplateNode method) (pySPACE.missions.nodes.visualization.average_and_feature_vis.AverageFeatureVisNode method) (pySPACE.missions.nodes.visualization.feature_vector_vis.LLEVisNode method) (pySPACE.missions.nodes.visualization.time_series_vis.HistogramPlotNode method) (pySPACE.missions.nodes.visualization.time_series_vis.ScatterPlotNode method) _stop_training_hook() (pySPACE.environments.chains.node_chain.NodeChain method) _store_spatial_filter_plots() (pySPACE.missions.nodes.spatial_filtering.csp.CSPNode static method) _symbol_re (pySPACE.tools.gprof2dot.SleepyParser attribute) _tarjan() (pySPACE.tools.gprof2dot.Profile method) _total (pySPACE.tools.memory_profiling.Asizer attribute) _trace() (pySPACE.missions.nodes.base_node.BaseNode method) _train() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) (pySPACE.missions.nodes.classification.discriminant_analysis_classifier.DiscriminantAnalysisClassifierBase method) (pySPACE.missions.nodes.classification.ensemble.ChampionGatingNode method) (pySPACE.missions.nodes.classification.ensemble.KNNGatingNode method) (pySPACE.missions.nodes.classification.ensemble.PrecisionWeightedGatingNode method) (pySPACE.missions.nodes.classification.ensemble.RidgeRegressionGatingNode method) (pySPACE.missions.nodes.classification.linear_classifier.BayesianLinearDiscriminantAnalysisClassifierNode method) (pySPACE.missions.nodes.classification.linear_classifier.FDAClassifierNode method) (pySPACE.missions.nodes.classification.random_classifier.RandomClassifierNode method) (pySPACE.missions.nodes.classification.svm_variants.ORMM.SvddPassiveAggressiveNode method) (pySPACE.missions.nodes.classification.svm_variants.brmm.RmmPerceptronNode method) (pySPACE.missions.nodes.classification.svm_variants.external.LiblinearClassifierNode method) (pySPACE.missions.nodes.debug.sleep.SleepNode method) (pySPACE.missions.nodes.feature_generation.correlation_features.ClassAverageCorrelationFeatureNode method) (pySPACE.missions.nodes.feature_selection.mlpy_wrapper_nodes.MLPYFeatureSelectionWrapper method) (pySPACE.missions.nodes.feature_selection.relief.ReliefFeatureSelectionNode method) (pySPACE.missions.nodes.meta.classifier_wrapper.SVMComplexityLayerNode method) (pySPACE.missions.nodes.meta.classifier_wrapper.SplitClassifierLayerNode method) (pySPACE.missions.nodes.meta.consume_training_data.ConsumeTrainingDataNode method) (pySPACE.missions.nodes.meta.flow_node.BacktransformationNode method) (pySPACE.missions.nodes.meta.flow_node.BatchAdaptSubflowNode method) (pySPACE.missions.nodes.meta.flow_node.FlowNode method) (pySPACE.missions.nodes.meta.parameter_optimization.ParameterOptimizationBase method) (pySPACE.missions.nodes.meta.same_input_layer.ClassificationFlowsLoaderNode method) (pySPACE.missions.nodes.meta.same_input_layer.SameInputLayerNode method) (pySPACE.missions.nodes.postprocessing.feature_normalization.FeatureNormalizationNode method) (pySPACE.missions.nodes.postprocessing.feature_normalization.GaussianFeatureNormalizationNode method) (pySPACE.missions.nodes.postprocessing.score_transformation.LinearFitNode method) (pySPACE.missions.nodes.postprocessing.score_transformation.PlattsSigmoidFitNode method) (pySPACE.missions.nodes.postprocessing.threshold_optimization.ThresholdOptimizationNode method) (pySPACE.missions.nodes.preprocessing.normalization.DevariancingNode method) (pySPACE.missions.nodes.sink.analyzer_sink.AnalyzerSinkNode method) (pySPACE.missions.nodes.sink.classification_performance_sink.PerformanceSinkNode method) (pySPACE.missions.nodes.sink.feature_vector_sink.FeatureVectorSinkNode method) (pySPACE.missions.nodes.sink.prediction_vector_sink.PredictionVectorSinkNode method) (pySPACE.missions.nodes.sink.ssnr_sink.SSNRSinkNode method) (pySPACE.missions.nodes.sink.time_series_sink.TimeSeriesSinkNode method) (pySPACE.missions.nodes.spatial_filtering.channel_selection.ConstantChannelCleanupNode method) (pySPACE.missions.nodes.spatial_filtering.csp.CSPNode method) (pySPACE.missions.nodes.spatial_filtering.fda.FDAFilterNode method) (pySPACE.missions.nodes.spatial_filtering.ica.ICAWrapperNode method) (pySPACE.missions.nodes.spatial_filtering.pca.PCAWrapperNode method) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.SensorSelectionBase method) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.SensorSelectionRankingNode method) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.SensorSelectionSSNRNode method) (pySPACE.missions.nodes.spatial_filtering.xdawn.AXDAWNNode method) (pySPACE.missions.nodes.spatial_filtering.xdawn.XDAWNNode method) (pySPACE.missions.nodes.templates.SimpleSinkTemplateNode method) (pySPACE.missions.nodes.templates.TrainableAlgorithmTemplateNode method) (pySPACE.missions.nodes.visualization.average_and_feature_vis.AverageFeatureVisNode method) (pySPACE.missions.nodes.visualization.base.VisualizationBase method) (pySPACE.missions.nodes.visualization.feature_vector_vis.LLEVisNode method) (pySPACE.missions.nodes.visualization.feature_vector_vis.MnistVizNode method) (pySPACE.missions.nodes.visualization.time_series_vis.HistogramPlotNode method) (pySPACE.missions.nodes.visualization.time_series_vis.ScatterPlotNode method) _train_check_iterables() (pySPACE.environments.chains.node_chain.NodeChain method) _train_node() (pySPACE.environments.chains.node_chain.NodeChain method) _train_sample() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) _train_seq (pySPACE.missions.nodes.base_node.BaseNode attribute) _trainable_execute() (pySPACE.tests.generic_unittest.ParametrizedTestCase method) _update_overall_results() (pySPACE.tests.HTMLTestRunner.HTMLTestRunner method) _update_progress_bar() (pySPACE.run.gui.general_gui.ControlWidget method) _update_variable_selection() (pySPACE.run.gui.performance_results_analysis.PerformanceResultsAnalysisWidget method) _value_selected() (pySPACE.run.gui.performance_results_analysis.ProjectionPopup method) _variable_selected() (pySPACE.run.gui.performance_results_analysis.ProjectionPopup method) _which_input() (pySPACE.tests.generic_unittest.ParametrizedTestCase method)

A

AbstractStreamReader (class in pySPACE.missions.support.WindowerInterface) AdaBoostClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) AdaBoostRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) adapt_classification_threshold() (pySPACE.run.launch_live.LiveController method) adapt_inverse_noise_correlation() (pySPACE.missions.nodes.spatial_filtering.xdawn.AXDAWNNode method) adapt_training_set() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) adaptation_fct() (pySPACE.environments.live.adaptation.LiveAdaptor method) adaptive_threshold() (pySPACE.missions.nodes.classification.adaptive_threshold_classifier.AdaptiveThresholdPreprocessingNode method) AdaptiveThresholdClassifierNode (class in pySPACE.missions.nodes.classification.adaptive_threshold_classifier) AdaptiveThresholdPreprocessingNode (class in pySPACE.missions.nodes.classification.adaptive_threshold_classifier) add() (in module pySPACE.tools.gprof2dot) add_call() (pySPACE.tools.gprof2dot.Function method) add_callee() (pySPACE.tools.gprof2dot.SharkParser method) add_cycle() (pySPACE.tools.gprof2dot.Profile method) add_entry() (pySPACE.tools.gprof2dot.OprofileParser method) (pySPACE.tools.gprof2dot.SharkParser method) add_example() (pySPACE.missions.nodes.sink.ssnr_sink.SSNR method) add_feature_vector() (pySPACE.missions.nodes.meta.same_input_layer.SameInputLayerNode method) add_function() (pySPACE.tools.gprof2dot.Cycle method) (pySPACE.tools.gprof2dot.Profile method) add_generator() (pySPACE.tests.utils.data.test_data_generation.Combiner method) add_key() (in module pySPACE.tools.csv_analysis) add_new_sample() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode method) (pySPACE.missions.nodes.classification.svm_variants.external.LibSVMClassifierNode method) add_row() (pySPACE.tools.gprof2dot.AQtimeTable method) add_sample() (pySPACE.resources.dataset_defs.base.BaseDataset method) (pySPACE.resources.dataset_defs.feature_vector.FeatureVectorDataset method) (pySPACE.resources.dataset_defs.prediction_vector.PredictionVectorDataset method) add_sensors() (pySPACE.missions.nodes.spatial_filtering.sensor_selection.SensorSelectionRankingNode method) add_split() (pySPACE.resources.dataset_defs.metric.BinaryClassificationDataset method) add_tests_to_suite() (pySPACE.tests.run_unittests.SpecificUnittestSuite static method) add_to_history() (pySPACE.resources.data_types.base.BaseData method) add_to_test_data() (pySPACE.tests.utils.data.test_data_generation.TestTimeSeriesGenerator method) add_to_test_data_single_channel() (pySPACE.tests.utils.data.test_data_generation.TestTimeSeriesGenerator method) AddedParameterDecorator (class in pySPACE.missions.nodes.decorators) Adder (class in pySPACE.tests.utils.data.test_data_generation) AdditiveChi2SamplerTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) AddOnePerformanceRanker (class in pySPACE.missions.nodes.spatial_filtering.sensor_selection) adict() (in module pySPACE.tools.memory_profiling)

adrf_process() (pySPACE.environments.live.communication.adrf_messenger.AdrfMessenger method) adrf_receive_command() (pySPACE.environments.live.communication.adrf_messenger.AdrfMessenger method) AdrfMessenger (class in pySPACE.environments.live.communication.adrf_messenger) aggregate() (pySPACE.tools.gprof2dot.Event method) (pySPACE.tools.gprof2dot.Profile method) aliaslist (pySPACE.tools.socket_logger.LogRecordSocketReceiver attribute) allow_reuse_address (pySPACE.tools.socket_logger.LogRecordSocketReceiver attribute) AllTrainSplitterNode (class in pySPACE.missions.nodes.splitter.all_train_splitter) AllTrainSplitterTestCase (class in pySPACE.tests.unittests.nodes.splitter.test_all_train_splitter) amplitudes_above() (pySPACE.missions.nodes.feature_generation.correlation_features.StatisticalFeatureNode method) AnalysisOperation (class in pySPACE.missions.operations.analysis) AnalysisProcess (class in pySPACE.missions.operations.analysis) AnalyzerCollection (class in pySPACE.missions.nodes.sink.analyzer_sink) AnalyzerSinkNode (class in pySPACE.missions.nodes.sink.analyzer_sink) append() (pySPACE.environments.chains.node_chain.NodeChain method) (pySPACE.missions.support.windower.RingBuffer method) (pySPACE.missions.support.windower.RingBufferFull method) append_sample() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM2Node method) append_weights_and_class_factors() (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM2Node method) (pySPACE.missions.nodes.classification.svm_variants.ORMM.OcRmmNode method) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode method) apply_to_scikit_algorithms() (in module pySPACE.missions.nodes.scikit_nodes) approximate_AB_for_plat_prob() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) AQtimeParser (class in pySPACE.tools.gprof2dot) AQtimeTable (class in pySPACE.tools.gprof2dot) ARDRegressionSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) Asized (class in pySPACE.tools.memory_profiling) asized() (in module pySPACE.tools.memory_profiling) (pySPACE.tools.memory_profiling.Asizer method) asizeof() (in module pySPACE.tools.memory_profiling) (pySPACE.tools.memory_profiling.Asizer method) Asizer (class in pySPACE.tools.memory_profiling) asizesof() (in module pySPACE.tools.memory_profiling) (pySPACE.tools.memory_profiling.Asizer method) attr() (pySPACE.tools.gprof2dot.DotWriter method) attr_list() (pySPACE.tools.gprof2dot.DotWriter method) average_rows() (in module pySPACE.tools.csv_analysis) AverageFeatureVisNode (class in pySPACE.missions.nodes.visualization.average_and_feature_vis) AverageReferenceNode (class in pySPACE.missions.nodes.spatial_filtering.rereferencing) AXDAWNNode (class in pySPACE.missions.nodes.spatial_filtering.xdawn)

B

backend Backend (class in pySPACE.environments.backends.base) BacktransformationNode (class in pySPACE.missions.nodes.meta.flow_node) BaggingClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) BaggingRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) balance_instances() (pySPACE.missions.nodes.data_selection.instance_selection.ReduceOverrepresentedClassNode method) balanced_accuracy() (pySPACE.missions.nodes.postprocessing.threshold_optimization.ThresholdOptimizationNode method) Bar (class in pySPACE.tools.progressbar) BaseData (class in pySPACE.resources.data_types.base) BaseDataset (class in pySPACE.resources.dataset_defs.base) BaseDataTestCase (class in pySPACE.tests.unittests.data_types.test_base) BaseNode (class in pySPACE.missions.nodes.base_node) basicsize() (in module pySPACE.tools.memory_profiling) BatchAdaptSubflowNode (class in pySPACE.missions.nodes.meta.flow_node) BayesianLinearDiscriminantAnalysisClassifierNode (class in pySPACE.missions.nodes.classification.linear_classifier) BayesianRidgeRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) begin_graph() (pySPACE.tools.gprof2dot.DotWriter method) benchmark() (pySPACE.environments.chains.node_chain.BenchmarkNodeChain method) BenchmarkNodeChain (class in pySPACE.environments.chains.node_chain)

BernoulliNBClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) BernoulliRBMTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) BinarizerTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) BinaryClassificationDataset (class in pySPACE.resources.dataset_defs.metric) BirchTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) BLACK (pySPACE.tools.logging_stream_colorer.COLORS attribute) block_length_ms() (pySPACE.tools.live.eeg_stream.EEGClientUsb method) BLUE (pySPACE.tools.logging_stream_colorer.COLORS attribute) BooleanParameter (class in pySPACE.missions.nodes.decorators) bp_meta() (pySPACE.resources.dataset_defs.stream.EEGReader method) bp_read() (pySPACE.resources.dataset_defs.stream.EEGReader method) buffering (pySPACE.missions.nodes.base_node.BaseNode attribute) build_call() (pySPACE.tools.gprof2dot.AQtimeParser method) build_feature_selector() (pySPACE.missions.nodes.feature_selection.feature_filter.FeatureNameFilterNode method) build_function() (pySPACE.tools.gprof2dot.AQtimeParser method) build_id() (pySPACE.tools.gprof2dot.AQtimeParser method) build_name() (pySPACE.tools.gprof2dot.AQtimeParser method) build_profile() (pySPACE.tools.gprof2dot.AQtimeParser method) (pySPACE.tools.gprof2dot.SysprofParser method)

C

caching (pySPACE.missions.nodes.base_node.BaseNode attribute) calc_distance_matrix() (pySPACE.missions.nodes.spatial_filtering.rereferencing.LaplacianReferenceNode method) calc_filter_kernel() (pySPACE.missions.nodes.preprocessing.filtering.FIRFilterNode method) (pySPACE.missions.nodes.preprocessing.filtering.IIRFilterNode method) calc_probability() (pySPACE.missions.nodes.decorators.QMixin method) calcsize() (in module pySPACE.tools.memory_profiling) calculate_AUC() (pySPACE.resources.dataset_defs.metric.BinaryClassificationDataset static method) calculate_classification_trace() (pySPACE.missions.nodes.sink.classification_performance_sink.PerformanceSinkNode class method) calculate_classification_vector() (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM1ClassifierNode method) (pySPACE.missions.nodes.classification.svm_variants.external.LibSVMClassifierNode method) (pySPACE.missions.nodes.classification.svm_variants.external.LiblinearClassifierNode method) calculate_confusion_metrics() (pySPACE.resources.dataset_defs.metric.BinaryClassificationDataset static method) (pySPACE.resources.dataset_defs.metric.MultinomialClassificationDataset static method) calculate_gamma() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) calculate_metrics() (pySPACE.resources.dataset_defs.metric.BinaryClassificationDataset static method) (pySPACE.resources.dataset_defs.metric.MultinomialClassificationDataset static method) (pySPACE.resources.dataset_defs.metric.RegressionDataset static method) calculate_slack_variables() (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM1ClassifierNode method) (pySPACE.missions.nodes.classification.svm_variants.external.LibSVMClassifierNode method) calculate_threshold() (pySPACE.missions.nodes.postprocessing.threshold_optimization.ThresholdOptimizationNode method) calculate_weigts_and_class_factors() (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM2Node method) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode method) CalibratedClassifierCVSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) Call (class in pySPACE.tools.gprof2dot) call_ratios() (pySPACE.tools.gprof2dot.Profile method) CallgrindParser (class in pySPACE.tools.gprof2dot) CastDatatypeNode (class in pySPACE.missions.nodes.type_manipulation.type_conversion) cdf() (pySPACE.missions.nodes.decorators.LogUniformParameter.LogUniform method) (pySPACE.missions.nodes.decorators.UniformParameter.Uniform method) central_difference_method() (pySPACE.missions.nodes.meta.flow_node.BacktransformationNode method) central_difference_with_halfstep_method() (pySPACE.missions.nodes.meta.flow_node.BacktransformationNode method) ChampionGatingNode (class in pySPACE.missions.nodes.classification.ensemble) change_detection_test() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) change_flow() (pySPACE.missions.nodes.meta.flow_node.FlowNode method) ChangeTimeSeriesAttributesNode (class in pySPACE.missions.nodes.type_manipulation.change_attributes) channel Channel (class in pySPACE.tests.utils.data.test_data_generation) channel_names (pySPACE.resources.data_types.time_series.TimeSeries attribute) channel_names_dict (pySPACE.resources.data_types.time_series.TimeSeries attribute) ChannelDependentCosine (class in pySPACE.tests.utils.data.test_data_generation) ChannelDependentDelta (class in pySPACE.tests.utils.data.test_data_generation) ChannelDependentSine (class in pySPACE.tests.utils.data.test_data_generation) channelNames (pySPACE.missions.support.WindowerInterface.AbstractStreamReader attribute) (pySPACE.resources.dataset_defs.stream.CsvReader attribute) (pySPACE.resources.dataset_defs.stream.EDFReader attribute) (pySPACE.resources.dataset_defs.stream.EEGReader attribute) (pySPACE.resources.dataset_defs.stream.SETReader attribute) (pySPACE.resources.dataset_defs.time_series.TimeSeriesClient attribute) (pySPACE.tools.live.eeg_stream.EEGClient attribute) (pySPACE.tools.live.eeg_stream.EEGClientUsb attribute) ChannelNameSelectorNode (class in pySPACE.missions.nodes.spatial_filtering.channel_selection) ChannelNameSelectorTestCase (class in pySPACE.tests.unittests.nodes.spatial_filtering.test_channel_selection) character_data() (pySPACE.tools.gprof2dot.XmlParser method) check_delimiter() (in module pySPACE.run.scripts.md_creator) check_for_failures() (in module pySPACE.tools.csv_analysis) check_op_libSVM() (in module pySPACE.tools.csv_analysis) check_parameters() (pySPACE.missions.nodes.meta.parameter_optimization.ParameterOptimizationBase static method) check_path() (pySPACE.tests.run_unittests.SpecificUnittestSuite static method) check_status() (pySPACE.environments.backends.base.Backend method) (pySPACE.environments.backends.ll_backend.LoadLevelerBackend method) (pySPACE.environments.backends.mpi_backend.MpiBackend method) (pySPACE.environments.backends.multicore.MulticoreBackend method) (pySPACE.environments.backends.serial.SerialBackend method) check_zero_division() (in module pySPACE.missions.nodes.preprocessing.normalization) ChoiceParameter (class in pySPACE.missions.nodes.decorators) choices (pySPACE.missions.nodes.decorators.ChoiceParameter attribute) circle_out() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) ClassAverageCorrelationFeatureNode (class in pySPACE.missions.nodes.feature_generation.correlation_features) classification_thread() (pySPACE.environments.live.trainer.LiveTrainer method) ClassificationFlowsLoaderNode (class in pySPACE.missions.nodes.meta.same_input_layer) clean_logging() (pySPACE.environments.chains.node_chain.BenchmarkNodeChain method) cleanup() (pySPACE.environments.backends.base.Backend method) (pySPACE.environments.backends.ll_backend.LoadLevelerBackend method) (pySPACE.environments.backends.mpi_backend.MpiBackend method) (pySPACE.environments.backends.multicore.MulticoreBackend method) (pySPACE.environments.backends.serial.SerialBackend method) ClipNode (class in pySPACE.missions.nodes.preprocessing.clip) close() (pySPACE.run.gui.node_chain_GUI.NodeChainConfigurationWidget method) close_sock() (pySPACE.environments.backends.ll_backend.LoadLevelerComHandler method) (pySPACE.environments.backends.multicore.LocalComHandler method) cmp_TimeSeries() (pySPACE.tests.unittests.nodes.type_manipulation.test_type_conversion.FeatureVector2TimeSeriesTestCase method) cmp_value() (pySPACE.tests.unittests.nodes.type_manipulation.test_type_conversion.FeatureVector2TimeSeriesTestCase method) CoefficientRanker (class in pySPACE.missions.nodes.spatial_filtering.sensor_selection) CoherenceFeatureNode (class in pySPACE.missions.nodes.feature_generation.correlation_features) collect_data() (pySPACE.missions.nodes.postprocessing.feature_normalization.FeatureNormalizationNode method) (pySPACE.missions.nodes.postprocessing.feature_normalization.OutlierFeatureNormalizationNode method) color() (pySPACE.tools.gprof2dot.DotWriter method) (pySPACE.tools.gprof2dot.Theme method) ColoredLevelFormatter (class in pySPACE.tools.logging_stream_colorer) ColorFormatter (class in pySPACE.tools.logging_stream_colorer)

COLORS (class in pySPACE.tools.logging_stream_colorer) combine_perf_dict() (pySPACE.missions.nodes.sink.classification_performance_sink.SlidingWindowSinkNode method) Combiner (class in pySPACE.tests.utils.data.test_data_generation) common_path() (in module pySPACE.tools.filesystem) CompAnalysisOperation (class in pySPACE.missions.operations.comp_analysis) CompAnalysisProcess (class in pySPACE.missions.operations.comp_analysis) compress_function_name() (pySPACE.tools.gprof2dot.Main method) compute_filter_factors() (pySPACE.missions.nodes.preprocessing.subsampling.DecimationBase method) compute_laplacian() (pySPACE.missions.nodes.spatial_filtering.rereferencing.LaplacianReferenceNode method) compute_retained_channel_indices() (pySPACE.missions.nodes.spatial_filtering.channel_selection.ChannelNameSelectorNode method) ConcatenateOperation (class in pySPACE.missions.operations.concatenate) ConcatenateProcess (class in pySPACE.missions.operations.concatenate) ConfDialog (class in pySPACE.run.gui.node_chain_GUI) Configuration (class in pySPACE.environments.big_bang) ConfusionMatrix (class in pySPACE.environments.live.prediction) connect() (pySPACE.resources.dataset_defs.time_series.TimeSeriesClient method) (pySPACE.tools.live.eeg_stream.EEGClient method) (pySPACE.tools.live.eeg_stream.EEGClientUsb method) consolidate() (in module pySPACE.run.scripts.mandelbrot_set) (pySPACE.environments.backends.base.Backend method) (pySPACE.environments.backends.ll_backend.LoadLevelerBackend method) (pySPACE.environments.backends.mpi_backend.MpiBackend method) (pySPACE.environments.backends.multicore.MulticoreBackend method) (pySPACE.environments.backends.serial.SerialBackend method) (pySPACE.missions.operations.analysis.AnalysisOperation method) (pySPACE.missions.operations.base.Operation method) (pySPACE.missions.operations.comp_analysis.CompAnalysisOperation method) (pySPACE.missions.operations.concatenate.ConcatenateOperation method) (pySPACE.missions.operations.generic.GenericOperation method) (pySPACE.missions.operations.merge.MergeOperation method) (pySPACE.missions.operations.mmlf.MmlfOperation method) (pySPACE.missions.operations.node_chain.NodeChainOperation method) (pySPACE.missions.operations.shuffle.ShuffleOperation method) (pySPACE.missions.operations.statistic.StatisticOperation method) (pySPACE.missions.operations.weka_classification.WekaClassificationOperation method) (pySPACE.missions.operations.weka_filter.WekaFilterOperation method) Constant (class in pySPACE.tests.utils.data.test_data_generation) ConstantChannelCleanupNode (class in pySPACE.missions.nodes.spatial_filtering.channel_selection) consume() (pySPACE.tools.gprof2dot.LineParser method) (pySPACE.tools.gprof2dot.XmlParser method) ConsumeTrainingDataNode (class in pySPACE.missions.nodes.meta.consume_training_data) control_subflow_submission() (pySPACE.environments.backends.ll_backend.LoadLevelerComHandler method) ControlWidget (class in pySPACE.run.gui.general_gui) convert_dict_to_defaultdict() (pySPACE.run.launch_live.LiveController method) convert_feature_vector_to_time_series() (in module pySPACE.missions.nodes.visualization.average_and_feature_vis) copy() (pySPACE.environments.chains.node_chain.NodeChain method) (pySPACE.missions.nodes.base_node.BaseNode method) copy_flow() (pySPACE.environments.live.adaptation.LiveAdaptor method) Cosine (class in pySPACE.tests.utils.data.test_data_generation) Counter (class in pySPACE.tests.utils.data.test_data_generation) CountVectorizerTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) CrashRecoveryException (class in pySPACE.environments.chains.node_chain) create() (pySPACE.missions.operations.analysis.AnalysisOperation class method) (pySPACE.missions.operations.base.Operation class method) (pySPACE.missions.operations.comp_analysis.CompAnalysisOperation class method) (pySPACE.missions.operations.concatenate.ConcatenateOperation class method) (pySPACE.missions.operations.generic.GenericOperation class method) (pySPACE.missions.operations.merge.MergeOperation class method) (pySPACE.missions.operations.mmlf.MmlfOperation class method) (pySPACE.missions.operations.node_chain.NodeChainOperation class method) (pySPACE.missions.operations.shuffle.ShuffleOperation class method) (pySPACE.missions.operations.statistic.StatisticOperation class method) (pySPACE.missions.operations.weka_classification.WekaClassificationOperation class method) (pySPACE.missions.operations.weka_filter.WekaFilterOperation class method) create_and_start_rpc_server() (in module pySPACE.run.launch_live) create_backend() (in module pySPACE.environments.backends.base) create_backup() (in module pySPACE.run.launch_live) create_directory() (in module pySPACE.tools.filesystem) create_filter() (pySPACE.missions.nodes.preprocessing.subsampling.DecimationBase method) (pySPACE.missions.nodes.preprocessing.subsampling.DecimationFIRNode method) (pySPACE.missions.nodes.preprocessing.subsampling.DecimationIIRNode method) create_operation() (in module pySPACE.missions.operations.base) create_operation_chain() (in module pySPACE.environments.chains.operation_chain) create_operation_from_file() (in module pySPACE.missions.operations.base) create_problem_matrix() (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM1ClassifierNode method) create_processor_logger() (pySPACE.environments.live.prediction.Predictor method) create_ranker() (pySPACE.missions.nodes.spatial_filtering.sensor_selection.SensorSelectionRankingNode method) create_source_archive() (in module pySPACE.tools.filesystem) create_window_array() (pySPACE.missions.nodes.preprocessing.window_func.WindowFuncNode method) create_window_defs() (pySPACE.missions.support.windower.WindowFactory static method) CREATION_FINISHED (pySPACE.environments.backends.ll_backend.LoadLevelerComHandler.MESSAGES attribute) CrossValidationSplitterNode (class in pySPACE.missions.nodes.splitter.cv_splitter) CrossValidationSplitterTestCase (class in pySPACE.tests.unittests.nodes.splitter.test_cv_splitter) CSPNode (class in pySPACE.missions.nodes.spatial_filtering.csp) CSPNodeCase (class in pySPACE.tests.unittests.nodes.spatial_filtering.test_csp) csv csv2dict() (in module pySPACE.tools.csv_analysis) CsvReader (class in pySPACE.resources.dataset_defs.stream) CustomChannelWiseFeatureNode (class in pySPACE.missions.nodes.feature_generation.time_domain_features) CYAN (pySPACE.tools.logging_stream_colorer.COLORS attribute) Cycle (class in pySPACE.tools.gprof2dot)

D

data (pySPACE.resources.dataset_defs.metric.BinaryClassificationDataset attribute) DataGenerationTimeSeriesSourceNode (class in pySPACE.missions.nodes.source.test_source_nodes) DataGenerator (class in pySPACE.tests.utils.data.test_data_generation) dataset DcRemovalNode (class in pySPACE.missions.nodes.preprocessing.normalization) deactivate_nodes() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) DecimationBase (class in pySPACE.missions.nodes.preprocessing.subsampling) DecimationFIRNode (class in pySPACE.missions.nodes.preprocessing.subsampling) DecimationIIRNode (class in pySPACE.missions.nodes.preprocessing.subsampling) DecimationNodeTestCase (class in pySPACE.tests.unittests.nodes.preprocessing.test_subsampling) DecisionTreeClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) DecisionTreeRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) DEFAULT_DESCRIPTION (pySPACE.tests.HTMLTestRunner.Template_mixin attribute) DEFAULT_TITLE (pySPACE.tests.HTMLTestRunner.Template_mixin attribute) default_windower_spec() (pySPACE.missions.support.windower.WindowFactory static method) defaultParam() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) del_channel_names() (pySPACE.resources.data_types.time_series.TimeSeries method) del_feature_names() (pySPACE.resources.data_types.feature_vector.FeatureVector method) delete_training_data() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) delNode() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) Delta (class in pySPACE.tests.utils.data.test_data_generation) dequeue_process() (pySPACE.environments.backends.multicore.MulticoreBackend method) detect_CPUs() (pySPACE.environments.backends.multicore.MulticoreBackend class method) DetrendingNode (class in pySPACE.missions.nodes.preprocessing.normalization) DetrendingTestCase (class in pySPACE.tests.unittests.nodes.preprocessing.test_normalization) DevariancingNode (class in pySPACE.missions.nodes.preprocessing.normalization) DevariancingTestCase (class in pySPACE.tests.unittests.nodes.preprocessing.test_normalization) dict2csv() (in module pySPACE.tools.csv_analysis) dict2tuple() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary method)

DictionaryLearningTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) DictVectorizerTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) digital_marker() (pySPACE.tools.live.eeg_stream.EEGClientUsb method) discard_data() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) disconnect() (pySPACE.tools.live.eeg_stream.EEGClientUsb method) DiscriminantAnalysisClassifierBase (class in pySPACE.missions.nodes.classification.discriminant_analysis_classifier) DotWriter (class in pySPACE.tools.gprof2dot) DownsamplingNode (class in pySPACE.missions.nodes.preprocessing.subsampling) DownsamplingNodeTestCase (class in pySPACE.tests.unittests.nodes.preprocessing.test_subsampling) dSamplingInterval (pySPACE.missions.support.WindowerInterface.AbstractStreamReader attribute) (pySPACE.resources.dataset_defs.stream.CsvReader attribute) (pySPACE.resources.dataset_defs.stream.EDFReader attribute) (pySPACE.resources.dataset_defs.stream.EEGReader attribute) (pySPACE.resources.dataset_defs.stream.SETReader attribute) (pySPACE.resources.dataset_defs.time_series.TimeSeriesClient attribute) (pySPACE.tools.live.eeg_stream.EEGClient attribute) (pySPACE.tools.live.eeg_stream.EEGClientUsb attribute) dtype (pySPACE.missions.nodes.base_node.BaseNode attribute) DummyDataset (class in pySPACE.resources.dataset_defs.dummy) dummylisten1() (in module pySPACE.tools.live.eeg_stream) dummylisten2() (in module pySPACE.tools.live.eeg_stream) dummylisten3() (in module pySPACE.tools.live.eeg_stream) dump() (pySPACE.environments.chains.node_chain.CrashRecoveryException method) (pySPACE.environments.live.prediction.ConfusionMatrix method) (pySPACE.environments.live.prediction.SimpleResultCollection method) (pySPACE.resources.dataset_defs.base.BaseDataset method) (pySPACE.resources.dataset_defs.feature_vector.FeatureVectorDataset method) (pySPACE.resources.dataset_defs.prediction_vector.PredictionVectorDataset method) (pySPACE.tools.gprof2dot.Profile method) duplicate (pySPACE.tools.memory_profiling.Asizer attribute)

E

ec (pySPACE.resources.dataset_defs.stream.StreamDataset attribute) EDFReader (class in pySPACE.resources.dataset_defs.stream) edge() (pySPACE.tools.gprof2dot.DotWriter method) edge_arrowsize() (pySPACE.tools.gprof2dot.Theme method) edge_color() (pySPACE.tools.gprof2dot.Theme method) edge_fontsize() (pySPACE.tools.gprof2dot.Theme method) edge_penwidth() (pySPACE.tools.gprof2dot.Theme method) EEGClient (class in pySPACE.tools.live.eeg_stream) EEGClientUsb (class in pySPACE.tools.live.eeg_stream) EEGReader (class in pySPACE.resources.dataset_defs.stream) EEGServer (class in pySPACE.tools.live.eeg_stream) ElasticNetCVRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) ElasticNetRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) ElectrodeCoordinationPlotNode (class in pySPACE.missions.nodes.visualization.eeg_visualization) element_end() (pySPACE.tools.gprof2dot.XmlParser method) element_start() (pySPACE.tools.gprof2dot.XmlParser method) emit() (pySPACE.run.gui.general_gui.QtStreamHandler method) (pySPACE.tools.logging_stream_redirection.RedirectionHandler method) empty_dict() (in module pySPACE.tools.csv_analysis) EmptyBinException (class in pySPACE.missions.nodes.postprocessing.score_transformation) end_graph() (pySPACE.tools.gprof2dot.DotWriter method) end_transmission() (pySPACE.environments.live.communication.adrf_messenger.AdrfMessenger method) (pySPACE.environments.live.communication.log_messenger.LogMessenger method) (pySPACE.environments.live.communication.messenger.Messenger method) (pySPACE.environments.live.communication.socket_messenger.SocketMessenger method) ENDING_TMPL (pySPACE.tests.HTMLTestRunner.Template_mixin attribute) EnsembleNotFoundException (class in pySPACE.missions.nodes.meta.same_input_layer) eof() (pySPACE.tools.gprof2dot.LineParser method) equal() (in module pySPACE.tools.gprof2dot) escape() (pySPACE.tools.gprof2dot.DotWriter method) EstimateBandwidthNode (class in pySPACE.missions.nodes.debug.print_data) ETA (class in pySPACE.tools.progressbar) EuclideanFeatureNormalizationNode (class in pySPACE.missions.nodes.postprocessing.feature_normalization) EuclideanFeatureNormalizationTestCase (class in pySPACE.tests.unittests.nodes.postprocessing.test_feature_normalization)

EuclideanNormalizationNode (class in pySPACE.missions.nodes.preprocessing.normalization) EuclideanNormalizationTestCase (class in pySPACE.tests.unittests.nodes.preprocessing.test_normalization) eval_dict() (pySPACE.missions.nodes.base_node.BaseNode static method) eval_string() (in module pySPACE.tools.conversion) eval_user_defined() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) evaluate_sensor_selection() (in module pySPACE.missions.nodes.spatial_filtering.sensor_selection) Event (class in pySPACE.tools.gprof2dot) event_notification() (pySPACE.environments.live.prediction.ConfusionMatrix method) (pySPACE.environments.live.prediction.SimpleResultCollection method) EvolutionaryAlgorithm (class in pySPACE.missions.nodes.spatial_filtering.sensor_selection) ExchangeDataNode (class in pySPACE.missions.nodes.debug.exchange_data) exclude_refs() (pySPACE.tools.memory_profiling.Asizer method) exclude_types() (pySPACE.tools.memory_profiling.Asizer method) ExcludeDef (class in pySPACE.missions.support.windower) execute() (pySPACE.environments.backends.base.Backend method) (pySPACE.environments.backends.ll_backend.LoadLevelerBackend method) (pySPACE.environments.backends.mpi_backend.MpiBackend method) (pySPACE.environments.backends.multicore.MulticoreBackend method) (pySPACE.environments.backends.serial.SerialBackend method) (pySPACE.environments.chains.node_chain.NodeChain method) (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.decorators.AddedParameterDecorator method) (pySPACE.missions.nodes.decorators.ParameterDecorator method) EXECUTE_SUBFLOWS (pySPACE.environments.backends.ll_backend.LoadLevelerComHandler.MESSAGES attribute) execute_subflows() (pySPACE.environments.chains.node_chain.SubflowHandler method) existing_test() (in module pySPACE.tests.check_unittests) extend() (pySPACE.environments.chains.node_chain.NodeChain method) extend_dict() (in module pySPACE.tools.csv_analysis) ExternalGeneratorSourceNode (class in pySPACE.missions.nodes.source.external_generator_source) extract_feature_names() (pySPACE.missions.nodes.postprocessing.feature_normalization.FeatureNormalizationNode method) extract_key_str() (in module pySPACE.tools.conversion) ExtraTreeClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) ExtraTreeRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) ExtraTreesClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) ExtraTreesRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes)

F

FactorAnalysisTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) factorize() (in module pySPACE.tools.prime_factors) fail() (in module pySPACE.tools.gprof2dot) FDAClassifierNode (class in pySPACE.missions.nodes.classification.linear_classifier) FDAClassifierTestCase (class in pySPACE.tests.unittests.nodes.classification.test_linear_classifier) FDAFilterNode (class in pySPACE.missions.nodes.spatial_filtering.fda) FDAFilterTestCase (class in pySPACE.tests.unittests.nodes.spatial_filtering.test_fda) Feature2MonoTimeSeriesNode (class in pySPACE.missions.nodes.type_manipulation.type_conversion) Feature2MonoTimeSeriesTestCase (class in pySPACE.tests.unittests.nodes.type_manipulation.test_type_conversion) feature_names (pySPACE.resources.data_types.feature_vector.FeatureVector attribute) feature_names_dict (pySPACE.resources.data_types.feature_vector.FeatureVector attribute) feature_vector_conversion() (pySPACE.missions.nodes.type_manipulation.float_conversion.Int2FloatNode method) (pySPACE.missions.nodes.type_manipulation.float_conversion.NaN2NumberNode method) FeatureAgglomerationTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) FeatureHasherTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) FeatureNameFilterNode (class in pySPACE.missions.nodes.feature_selection.feature_filter) FeatureNameFilterTestCase (class in pySPACE.tests.unittests.nodes.feature_selection.test_feature_filter) FeatureNormalizationNode (class in pySPACE.missions.nodes.postprocessing.feature_normalization) Features2PredictionNode (class in pySPACE.missions.nodes.type_manipulation.type_conversion) Features2PredictionTestCase (class in pySPACE.tests.unittests.nodes.type_manipulation.test_type_conversion) FeatureVector (class in pySPACE.resources.data_types.feature_vector) FeatureVector2TimeSeriesNode (class in pySPACE.missions.nodes.type_manipulation.type_conversion) FeatureVector2TimeSeriesTestCase (class in pySPACE.tests.unittests.nodes.type_manipulation.test_type_conversion) FeatureVectorDataset (class in pySPACE.resources.dataset_defs.feature_vector) FeatureVectorSinkNode (class in pySPACE.missions.nodes.sink.feature_vector_sink) FeatureVectorSourceNode (class in pySPACE.missions.nodes.source.feature_vector_source) FeatureVectorTestCase (class in pySPACE.tests.unittests.data_types.test_feature_vector) FFTBandPassFilterNode (class in pySPACE.missions.nodes.preprocessing.filtering) FFTBandPassFilterTestCase (class in pySPACE.tests.unittests.nodes.preprocessing.test_filtering) FFTResamplingNode (class in pySPACE.missions.nodes.preprocessing.subsampling) figure_number (pySPACE.missions.nodes.visualization.time_series_vis.ScatterPlotNode attribute) FileTransferSpeed (class in pySPACE.tools.progressbar) filter_windows() (pySPACE.missions.nodes.data_selection.filter_windows.FilterGenerator method) FilterGenerator (class in pySPACE.missions.nodes.data_selection.filter_windows)

FilterWindowsNode (class in pySPACE.missions.nodes.data_selection.filter_windows) find_cycles() (pySPACE.tools.gprof2dot.Profile method) find_files_older_than() (pySPACE.environments.live.trainer.LiveTrainer method) find_inactive_nodes() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) find_next_set() (pySPACE.environments.live.recorder.Recorder method) finish() (pySPACE.tools.progressbar.ProgressBar method) finish_character_data() (pySPACE.tools.gprof2dot.XmlTokenizer method) FINISHED (pySPACE.environments.backends.ll_backend.LoadLevelerComHandler.MESSAGES attribute) FIRFilterNode (class in pySPACE.missions.nodes.preprocessing.filtering) FIRFilterTestCase (class in pySPACE.tests.unittests.nodes.preprocessing.test_filtering) FIRST_CALL_EPILOG (pySPACE.environments.big_bang.Configuration attribute) flatsize() (in module pySPACE.tools.memory_profiling) flow_from_yaml() (pySPACE.environments.chains.node_chain.NodeChainFactory static method) FlowNode (class in pySPACE.missions.nodes.meta.flow_node) flush() (pySPACE.tests.HTMLTestRunner.OutputRedirector method) fontsize() (pySPACE.tools.gprof2dot.Theme method) ForestRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) format() (pySPACE.tools.gprof2dot.Event method) (pySPACE.tools.logging_stream_colorer.ColorFormatter method) (pySPACE.tools.logging_stream_colorer.ColoredLevelFormatter method) (pySPACE.tools.memory_profiling.Asized method) format_epilog() (pySPACE.run.launch.LaunchParser method) format_time() (pySPACE.tools.progressbar.ETA method) formatNodeBox() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) formatParamBox() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) formatter_message() (in module pySPACE.tools.logging_stream_colorer) forward_difference_method() (pySPACE.missions.nodes.meta.flow_node.BacktransformationNode method) FrequencyBandFeatureNode (class in pySPACE.missions.nodes.feature_generation.frequency_features) fresh() (pySPACE.missions.nodes.data_selection.filter_windows.FilterGenerator method) (pySPACE.tools.memoize_generator.MemoizeGenerator method) from_csv() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary static method) from_multiple_csv() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary static method) from_right_count_negatives() (pySPACE.missions.nodes.sink.classification_performance_sink.SlidingWindowSinkNode method) Function (class in pySPACE.tools.gprof2dot) FunctionTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes)

G

gather_enough_data() (pySPACE.tools.live.eeg_stream.EEGClientUsb method) GaussianFeatureNormalizationNode (class in pySPACE.missions.nodes.postprocessing.feature_normalization) GaussianFeatureNormalizationTestCase (class in pySPACE.tests.unittests.nodes.postprocessing.test_feature_normalization) GaussianNBClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) GaussianNoise (class in pySPACE.tests.utils.data.test_data_generation) GaussianProcessRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) GaussianRandomProjectionHashTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) GaussianRandomProjectionTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) gcd() (in module pySPACE.missions.nodes.preprocessing.subsampling) generate() (pySPACE.tests.utils.data.test_data_generation.Adder method) (pySPACE.tests.utils.data.test_data_generation.Channel method) (pySPACE.tests.utils.data.test_data_generation.ChannelDependentDelta method) (pySPACE.tests.utils.data.test_data_generation.Constant method) (pySPACE.tests.utils.data.test_data_generation.Cosine method) (pySPACE.tests.utils.data.test_data_generation.Counter method) (pySPACE.tests.utils.data.test_data_generation.DataGenerator method) (pySPACE.tests.utils.data.test_data_generation.Delta method) (pySPACE.tests.utils.data.test_data_generation.GaussianNoise method) (pySPACE.tests.utils.data.test_data_generation.Multiplier method) (pySPACE.tests.utils.data.test_data_generation.One method) (pySPACE.tests.utils.data.test_data_generation.Sine method) (pySPACE.tests.utils.data.test_data_generation.TimePoint method) (pySPACE.tests.utils.data.test_data_generation.Triangle method) (pySPACE.tests.utils.data.test_data_generation.Zero method) generate_affine_backtransformation() (pySPACE.missions.nodes.meta.flow_node.BacktransformationNode method) generate_cns_nodes() (pySPACE.missions.nodes.spatial_filtering.sensor_selection.AddOnePerformanceRanker method) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.PerformanceRanker method) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.RemoveOnePerformanceRanker method) generate_data_set() (pySPACE.missions.nodes.source.test_source_nodes.DataGenerationTimeSeriesSourceNode method) generate_meta() (pySPACE.resources.data_types.base.BaseData method) generate_meta_data() (in module pySPACE.run.scripts.md_creator) (pySPACE.resources.dataset_defs.stream.EDFReader method) generate_normalized_test_data() (pySPACE.tests.utils.data.test_data_generation.TestTimeSeriesGenerator method) generate_random_data() (pySPACE.missions.nodes.source.random_time_series_source.RandomTimeSeriesSourceNode method) generate_subflow() (pySPACE.environments.chains.node_chain.SubflowHandler static method) generate_test_data() (pySPACE.tests.utils.data.test_data_generation.TestTimeSeriesGenerator method) generate_test_data_simple() (pySPACE.tests.utils.data.test_data_generation.TestTimeSeriesGenerator method) generateReport() (pySPACE.tests.HTMLTestRunner.HTMLTestRunner method) GENERIC_UNITTEST_HEADING (pySPACE.tests.HTMLTestRunner.Template_mixin attribute) GENERIC_UNITTEST_TEST (pySPACE.tests.HTMLTestRunner.Template_mixin attribute) GenericOperation (class in pySPACE.missions.operations.generic) GenericProcess (class in pySPACE.missions.operations.generic) GenericTestCase (class in pySPACE.tests.generic_unittest) GenericUnivariateSelectTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) GET (pySPACE.environments.backends.ll_backend.LoadLevelerComHandler.MESSAGES attribute) get() (pySPACE.missions.support.windower.RingBuffer method) (pySPACE.missions.support.windower.RingBufferFull method) get_author() (in module pySPACE.tools.filesystem) get_average_performance() (pySPACE.resources.dataset_defs.metric.BinaryClassificationDataset method) get_best_dict_entry() (pySPACE.missions.nodes.meta.parameter_optimization.ParameterOptimizationBase method) get_best_elements() (pySPACE.missions.nodes.spatial_filtering.sensor_selection.EvolutionaryAlgorithm method) get_best_parametrization() (pySPACE.missions.nodes.meta.parameter_optimization.GridSearchNode method) (pySPACE.missions.nodes.meta.parameter_optimization.ParameterOptimizationBase method) (pySPACE.missions.nodes.meta.parameter_optimization.PatternSearchNode method) get_call() (pySPACE.tools.gprof2dot.Function method) get_callee() (pySPACE.tools.gprof2dot.CallgrindParser method) get_channel() (pySPACE.resources.data_types.time_series.TimeSeries method) get_channel_names() (pySPACE.resources.data_types.time_series.TimeSeries method) get_class() (in module pySPACE.tests.check_unittests) get_config() (pySPACE.environments.live.communication.adrf_messenger.AdrfMessenger method) get_csv_handler() (in module pySPACE.resources.dataset_defs.stream) get_current_elements() (pySPACE.missions.nodes.spatial_filtering.sensor_selection.EvolutionaryAlgorithm method) get_current_train_phase() (pySPACE.missions.nodes.base_node.BaseNode method) get_data() (pySPACE.resources.data_types.base.BaseData method) (pySPACE.resources.dataset_defs.feature_vector.FeatureVectorDataset method) (pySPACE.resources.dataset_defs.prediction_vector.PredictionVectorDataset method) (pySPACE.resources.dataset_defs.stream.StreamDataset method) (pySPACE.resources.dataset_defs.time_series.TimeSeriesDataset method) get_derivative() (pySPACE.missions.nodes.meta.flow_node.BacktransformationNode method) get_dtype() (pySPACE.missions.nodes.base_node.BaseNode method) get_feature_names() (pySPACE.resources.data_types.feature_vector.FeatureVector method) get_filter() (pySPACE.missions.nodes.spatial_filtering.ica.ICAWrapperNode method) get_filters() (pySPACE.missions.nodes.spatial_filtering.spatial_filtering.SpatialFilteringNode method) (pySPACE.missions.nodes.spatial_filtering.xdawn.SparseXDAWNNode method) get_function() (pySPACE.tools.gprof2dot.CallgrindParser method) (pySPACE.tools.gprof2dot.PstatsParser method) (pySPACE.tools.gprof2dot.XPerfParser method) get_function_name() (pySPACE.tools.gprof2dot.PstatsParser method) get_gui_metrics() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary method) get_gui_variables() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary method) get_indexed_data() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary method) get_input_dim() (pySPACE.missions.nodes.base_node.BaseNode method) get_input_types() (pySPACE.missions.nodes.base_node.BaseNode class method) get_last_timeseries_from_history() (pySPACE.missions.nodes.visualization.average_and_feature_vis.AverageFeatureVisNode method) get_metadata() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.source.external_generator_source.ExternalGeneratorSourceNode method) (pySPACE.missions.nodes.source.feature_vector_source.FeatureVectorSourceNode method) (pySPACE.missions.nodes.source.prediction_vector_source.PredictionVectorSourceNode method) (pySPACE.missions.nodes.source.random_time_series_source.RandomTimeSeriesSourceNode method) (pySPACE.missions.nodes.source.time_series_source.TimeSeriesSourceNode method)

get_metrics() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary method) get_node_type() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) get_nominal_parameters() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary method) get_num_data() (pySPACE.missions.nodes.data_selection.instance_selection.InstanceSelectionNode method) get_numeric_parameters() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary method) get_numerical_user_input() (in module pySPACE.run.scripts.md_creator) get_output_dim() (pySPACE.missions.nodes.base_node.BaseNode method) get_output_directory() (pySPACE.environments.chains.operation_chain.OperationChain method) (pySPACE.missions.operations.base.Operation method) get_output_type() (pySPACE.environments.chains.node_chain.NodeChain method) (pySPACE.missions.nodes.base_node.BaseNode class method) (pySPACE.missions.nodes.classification.adaptive_threshold_classifier.AdaptiveThresholdPreprocessingNode method) (pySPACE.missions.nodes.meta.classifier_wrapper.SplitClassifierLayerNode method) (pySPACE.missions.nodes.meta.consume_training_data.ConsumeTrainingDataNode method) (pySPACE.missions.nodes.meta.flow_node.FlowNode method) (pySPACE.missions.nodes.meta.parameter_optimization.ParameterOptimizationBase method) (pySPACE.missions.nodes.meta.same_input_layer.ClassificationFlowsLoaderNode method) (pySPACE.missions.nodes.meta.same_input_layer.SameInputLayerNode method) (pySPACE.missions.nodes.meta.stream_windowing.StreamWindowingNode method) (pySPACE.missions.nodes.type_manipulation.change_attributes.ChangeTimeSeriesAttributesNode method) (pySPACE.missions.nodes.type_manipulation.marker_to_mux_channel.MarkerToMuxChannelNode method) (pySPACE.missions.nodes.type_manipulation.type_conversion.CastDatatypeNode method) (pySPACE.missions.nodes.type_manipulation.type_conversion.Feature2MonoTimeSeriesNode method) (pySPACE.missions.nodes.type_manipulation.type_conversion.FeatureVector2TimeSeriesNode method) (pySPACE.missions.nodes.type_manipulation.type_conversion.Features2PredictionNode method) (pySPACE.missions.nodes.type_manipulation.type_conversion.MonoTimeSeries2FeatureNode method) (pySPACE.missions.nodes.type_manipulation.type_conversion.Prediction2FeaturesNode method) get_own_transformation() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) (pySPACE.missions.nodes.meta.flow_node.BacktransformationNode method) (pySPACE.missions.nodes.postprocessing.feature_normalization.FeatureNormalizationNode method) (pySPACE.missions.nodes.spatial_filtering.spatial_filtering.SpatialFilteringNode method) get_param_value() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) get_parameter_values() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary method) get_performance_entry() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary method) get_performance_std() (pySPACE.resources.dataset_defs.metric.BinaryClassificationDataset method) get_platt_prob() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) get_previous_execute() (pySPACE.missions.nodes.base_node.BaseNode method) get_previous_transformations() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.meta.parameter_optimization.ParameterOptimizationBase method) get_ranking() (pySPACE.missions.nodes.spatial_filtering.sensor_selection.CoefficientRanker method) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.PerformanceRanker method) get_relative_path() (in module pySPACE.tools.filesystem) get_remaining_train_phase() (pySPACE.missions.nodes.base_node.BaseNode method) get_result_dataset() (pySPACE.missions.nodes.sink.analyzer_sink.AnalyzerSinkNode method) (pySPACE.missions.nodes.sink.classification_performance_sink.PerformanceSinkNode method) (pySPACE.missions.nodes.sink.feature_vector_sink.FeatureVectorSinkNode method) (pySPACE.missions.nodes.sink.nil_sink.NilSinkNode method) (pySPACE.missions.nodes.sink.prediction_vector_sink.PredictionVectorSinkNode method) (pySPACE.missions.nodes.sink.ssnr_sink.SSNRSinkNode method) (pySPACE.missions.nodes.sink.time_series_sink.TimeSeriesSinkNode method) (pySPACE.missions.nodes.templates.SimpleSinkTemplateNode method) (pySPACE.missions.nodes.templates.SpecialPurposeFunctionsTemplate method) get_result_directory() (pySPACE.environments.backends.base.Backend method) get_result_metrics() (pySPACE.missions.nodes.sink.classification_performance_sink.SlidingWindowSinkNode method) get_run_numbers() (pySPACE.resources.dataset_defs.base.BaseDataset method) get_sampling_frequency() (pySPACE.tests.utils.data.test_data_generation.Combiner method) (pySPACE.tests.utils.data.test_data_generation.DataGenerator method) get_sensor_ranking() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) (pySPACE.missions.nodes.meta.flow_node.BacktransformationNode method) (pySPACE.missions.nodes.meta.parameter_optimization.ParameterOptimizationBase method) (pySPACE.missions.nodes.spatial_filtering.spatial_filtering.SpatialFilteringNode method) (pySPACE.missions.nodes.templates.SpecialPurposeFunctionsTemplate method) get_solution_with_timeout() (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM1ClassifierNode method) get_source_file_name() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.source.time_series_source.Stream2TimeSeriesSourceNode method) (pySPACE.missions.nodes.source.time_series_source.TimeSeries2TimeSeriesSourceNode method) get_split_numbers() (pySPACE.resources.dataset_defs.base.BaseDataset method) get_supported_dtypes() (pySPACE.missions.nodes.base_node.BaseNode method) get_unified_confusion_matrix_performance() (pySPACE.resources.dataset_defs.metric.BinaryClassificationDataset method) get_unique_result_dir() (pySPACE.missions.operations.base.Operation class method) get_user_input() (in module pySPACE.run.scripts.md_creator) get_variables() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary method) get_vector() (pySPACE.missions.nodes.meta.parameter_optimization.PatternSearchNode method) getMetadata() (pySPACE.missions.nodes.templates.SimpleSourceTemplateNode method) getPriority() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) getReportAttributes() (pySPACE.tests.HTMLTestRunner.HTMLTestRunner method) getState() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) give_info() (in module pySPACE.run.scripts.md_creator) GprofParser (class in pySPACE.tools.gprof2dot) GradientBoostingClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) GradientBoostingRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) graph() (pySPACE.tools.gprof2dot.DotWriter method) graph_bgcolor() (pySPACE.tools.gprof2dot.Theme method) graph_fontname() (pySPACE.tools.gprof2dot.Theme method) graph_fontsize() (pySPACE.tools.gprof2dot.Theme method) GREEN (pySPACE.tools.logging_stream_colorer.COLORS attribute) GridSearchCVTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) GridSearchNode (class in pySPACE.missions.nodes.meta.parameter_optimization)

H

handle() (pySPACE.tools.socket_logger.LogRecordStreamHandler method) handle_character_data() (pySPACE.tools.gprof2dot.XmlTokenizer method) handle_element_end() (pySPACE.tools.gprof2dot.XmlTokenizer method) handle_element_start() (pySPACE.tools.gprof2dot.XmlTokenizer method) handle_resize() (pySPACE.tools.progressbar.ProgressBar method) handleLogRecord() (pySPACE.tools.socket_logger.LogRecordStreamHandler method) has_client() (pySPACE.environments.live.recorder.Recorder method) has_history() (pySPACE.resources.data_types.base.BaseData method) has_meta() (pySPACE.resources.data_types.base.BaseData method) has_multiple_training_phases() (pySPACE.missions.nodes.base_node.BaseNode method) HashingVectorizerTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) HEADING_ATTRIBUTE_TMPL (pySPACE.tests.HTMLTestRunner.Template_mixin attribute)

HEADING_TMPL (pySPACE.tests.HTMLTestRunner.Template_mixin attribute) HemisphereDifferenceNode (class in pySPACE.missions.nodes.spatial_filtering.channel_difference) HighPassFilterNode (class in pySPACE.missions.nodes.preprocessing.filtering) HistogramFeatureNormalizationNode (class in pySPACE.missions.nodes.postprocessing.feature_normalization) HistogramFeatureNormalizationTestCase (class in pySPACE.tests.unittests.nodes.postprocessing.test_feature_normalization) HistogramPlotNode (class in pySPACE.missions.nodes.visualization.time_series_vis) history (pySPACE.resources.data_types.base.BaseData attribute) host (pySPACE.tools.socket_logger.LogRecordSocketReceiver attribute) HProfParser (class in pySPACE.tools.gprof2dot) hsl_to_rgb() (pySPACE.tools.gprof2dot.Theme method) HTML_TMPL (pySPACE.tests.HTMLTestRunner.Template_mixin attribute) HTMLTestRunner (class in pySPACE.tests.HTMLTestRunner)

I

ICAWrapperNode (class in pySPACE.missions.nodes.spatial_filtering.ica) id() (pySPACE.tools.gprof2dot.DotWriter method) IIRFilterNode (class in pySPACE.missions.nodes.preprocessing.filtering) import_comment() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) ImputerTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) impz() (in module pySPACE.tests.unittests.nodes.preprocessing.test_filtering) IncludeDef (class in pySPACE.missions.support.windower) InconsistentDimException (class in pySPACE.missions.nodes.base_node) InconsistentFeatureVectorsException (class in pySPACE.missions.nodes.postprocessing.feature_normalization) increase_split_number() (pySPACE.missions.nodes.base_node.BaseNode method) incremental_training() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode method) IncrementalPCATransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) InfinityNormFeatureNormalizationNode (class in pySPACE.missions.nodes.postprocessing.feature_normalization) InfinityNormFeatureVisualizationTestCase (class in pySPACE.tests.unittests.nodes.postprocessing.test_feature_normalization) inform() (in module pySPACE.tools.socket_utils) inherit_meta_from() (pySPACE.resources.data_types.base.BaseData method) init() (pySPACE.tests.utils.data.test_data_generation.TestTimeSeriesGenerator method) init_CommentUi() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) init_HelpUi() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) initialize_data_dependencies() (pySPACE.missions.nodes.preprocessing.filtering.FIRFilterNode method) initialize_eeg_server() (pySPACE.environments.live.eeg_stream_manager.LiveEegStreamManager method) initialize_filters() (pySPACE.missions.nodes.preprocessing.subsampling.DecimationBase method) (pySPACE.missions.nodes.spatial_filtering.xdawn.AXDAWNNode method) initialize_xmlrpc() (pySPACE.environments.live.prediction.Predictor method) input_dim (pySPACE.missions.nodes.base_node.BaseNode attribute) input_types (pySPACE.missions.nodes.base_node.BaseNode attribute) (pySPACE.missions.nodes.classification.adaptive_threshold_classifier.AdaptiveThresholdClassifierNode attribute) (pySPACE.missions.nodes.classification.adaptive_threshold_classifier.AdaptiveThresholdPreprocessingNode attribute) (pySPACE.missions.nodes.classification.discriminant_analysis_classifier.LinearDiscriminantAnalysisClassifierNode attribute) (pySPACE.missions.nodes.classification.discriminant_analysis_classifier.QuadraticDiscriminantAnalysisClassifierNode attribute) (pySPACE.missions.nodes.classification.ensemble.ChampionGatingNode attribute) (pySPACE.missions.nodes.classification.ensemble.KNNGatingNode attribute) (pySPACE.missions.nodes.classification.ensemble.LabelVotingGatingNode attribute) (pySPACE.missions.nodes.classification.ensemble.PrecisionWeightedGatingNode attribute) (pySPACE.missions.nodes.classification.ensemble.ProbVotingGatingNode attribute) (pySPACE.missions.nodes.classification.ensemble.RidgeRegressionGatingNode attribute) (pySPACE.missions.nodes.classification.linear_classifier.BayesianLinearDiscriminantAnalysisClassifierNode attribute) (pySPACE.missions.nodes.classification.linear_classifier.FDAClassifierNode attribute) (pySPACE.missions.nodes.classification.one_class.LibsvmOneClassNode attribute) (pySPACE.missions.nodes.classification.random_classifier.RandomClassifierNode attribute) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode attribute) (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM1ClassifierNode attribute) (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM2Node attribute) (pySPACE.missions.nodes.classification.svm_variants.brmm.RMMClassifierMatlabNode attribute) (pySPACE.missions.nodes.classification.svm_variants.brmm.SVR2BRMMNode attribute) (pySPACE.missions.nodes.classification.svm_variants.external.LibSVMClassifierNode attribute) (pySPACE.missions.nodes.data_selection.filter_windows.FilterWindowsNode attribute) (pySPACE.missions.nodes.data_selection.instance_selection.InstanceSelectionNode attribute) (pySPACE.missions.nodes.data_selection.instance_selection.ReduceOverrepresentedClassNode attribute) (pySPACE.missions.nodes.debug.exchange_data.ExchangeDataNode attribute) (pySPACE.missions.nodes.debug.print_data.EstimateBandwidthNode attribute) (pySPACE.missions.nodes.debug.print_data.PrintDataNode attribute) (pySPACE.missions.nodes.debug.sleep.SleepNode attribute) (pySPACE.missions.nodes.debug.subflow_timing_node.SubflowTimingNode attribute) (pySPACE.missions.nodes.feature_generation.correlation_features.ClassAverageCorrelationFeatureNode attribute) (pySPACE.missions.nodes.feature_generation.correlation_features.CoherenceFeatureNode attribute) (pySPACE.missions.nodes.feature_generation.correlation_features.PearsonCorrelationFeatureNode attribute) (pySPACE.missions.nodes.feature_generation.correlation_features.StatisticalFeatureNode attribute) (pySPACE.missions.nodes.feature_generation.frequency_features.FrequencyBandFeatureNode attribute) (pySPACE.missions.nodes.feature_generation.frequency_features.STFTFeaturesNode attribute) (pySPACE.missions.nodes.feature_generation.time_domain_features.CustomChannelWiseFeatureNode attribute) (pySPACE.missions.nodes.feature_generation.time_domain_features.LocalStraightLineFeatureNode attribute) (pySPACE.missions.nodes.feature_generation.time_domain_features.SimpleDifferentiationFeatureNode attribute) (pySPACE.missions.nodes.feature_generation.time_domain_features.TimeDomainDifferenceFeatureNode attribute) (pySPACE.missions.nodes.feature_generation.time_domain_features.TimeDomainFeaturesNode attribute) (pySPACE.missions.nodes.feature_generation.wavelet.PywtWaveletNode attribute) (pySPACE.missions.nodes.feature_selection.feature_filter.FeatureNameFilterNode attribute) (pySPACE.missions.nodes.feature_selection.random_feature_selection.RandomFeatureSelectionNode attribute) (pySPACE.missions.nodes.feature_selection.relief.ReliefFeatureSelectionNode attribute) (pySPACE.missions.nodes.meta.classifier_wrapper.SplitClassifierLayerNode attribute) (pySPACE.missions.nodes.meta.consume_training_data.ConsumeTrainingDataNode attribute) (pySPACE.missions.nodes.meta.flow_node.BacktransformationNode attribute) (pySPACE.missions.nodes.meta.flow_node.BatchAdaptSubflowNode attribute) (pySPACE.missions.nodes.meta.flow_node.FlowNode attribute) (pySPACE.missions.nodes.meta.parameter_optimization.GridSearchNode attribute) (pySPACE.missions.nodes.meta.parameter_optimization.PatternSearchNode attribute) (pySPACE.missions.nodes.meta.same_input_layer.ClassificationFlowsLoaderNode attribute) (pySPACE.missions.nodes.meta.same_input_layer.MultiClassLayerNode attribute) (pySPACE.missions.nodes.meta.same_input_layer.SameInputLayerNode attribute) (pySPACE.missions.nodes.meta.stream_windowing.StreamWindowingNode attribute) (pySPACE.missions.nodes.postprocessing.compression.RandomFeatureCompressionNode attribute) (pySPACE.missions.nodes.postprocessing.feature_normalization.EuclideanFeatureNormalizationNode attribute) (pySPACE.missions.nodes.postprocessing.feature_normalization.FeatureNormalizationNode attribute) (pySPACE.missions.nodes.postprocessing.feature_normalization.InfinityNormFeatureNormalizationNode attribute) (pySPACE.missions.nodes.postprocessing.score_transformation.LinearFitNode attribute) (pySPACE.missions.nodes.postprocessing.score_transformation.LinearTransformationNode attribute) (pySPACE.missions.nodes.postprocessing.score_transformation.PlattsSigmoidFitNode attribute) (pySPACE.missions.nodes.postprocessing.score_transformation.SigmoidTransformationNode attribute) (pySPACE.missions.nodes.postprocessing.threshold_optimization.ThresholdOptimizationNode attribute) (pySPACE.missions.nodes.preprocessing.clip.ClipNode attribute) (pySPACE.missions.nodes.preprocessing.differentiation.Simple2DifferentiationNode attribute) (pySPACE.missions.nodes.preprocessing.differentiation.Simple5DifferentiationNode attribute) (pySPACE.missions.nodes.preprocessing.filtering.FFTBandPassFilterNode attribute) (pySPACE.missions.nodes.preprocessing.filtering.FIRFilterNode attribute) (pySPACE.missions.nodes.preprocessing.filtering.HighPassFilterNode attribute) (pySPACE.missions.nodes.preprocessing.filtering.IIRFilterNode attribute) (pySPACE.missions.nodes.preprocessing.filtering.SimpleLowPassFilterNode attribute) (pySPACE.missions.nodes.preprocessing.filtering.TkeoNode attribute) (pySPACE.missions.nodes.preprocessing.filtering.VarianceFilterNode attribute) (pySPACE.missions.nodes.preprocessing.normalization.DcRemovalNode attribute) (pySPACE.missions.nodes.preprocessing.normalization.DetrendingNode attribute) (pySPACE.missions.nodes.preprocessing.normalization.DevariancingNode attribute) (pySPACE.missions.nodes.preprocessing.normalization.EuclideanNormalizationNode attribute) (pySPACE.missions.nodes.preprocessing.normalization.LocalStandardizationNode attribute) (pySPACE.missions.nodes.preprocessing.normalization.MaximumStandardizationNode attribute) (pySPACE.missions.nodes.preprocessing.normalization.MemoryStandardizationNode attribute) (pySPACE.missions.nodes.preprocessing.normalization.SubsetNormalizationNode attribute) (pySPACE.missions.nodes.preprocessing.reorder_memory.ReorderMemoryNode attribute) (pySPACE.missions.nodes.preprocessing.subsampling.DecimationFIRNode attribute) (pySPACE.missions.nodes.preprocessing.subsampling.DecimationIIRNode attribute) (pySPACE.missions.nodes.preprocessing.subsampling.DownsamplingNode attribute) (pySPACE.missions.nodes.preprocessing.subsampling.FFTResamplingNode attribute) (pySPACE.missions.nodes.preprocessing.subsampling.SubsamplingNode attribute) (pySPACE.missions.nodes.preprocessing.window_func.ScaleNode attribute) (pySPACE.missions.nodes.preprocessing.window_func.WindowFuncNode attribute) (pySPACE.missions.nodes.sink.analyzer_sink.AnalyzerSinkNode attribute) (pySPACE.missions.nodes.sink.classification_performance_sink.PerformanceSinkNode attribute) (pySPACE.missions.nodes.sink.feature_vector_sink.FeatureVectorSinkNode attribute) (pySPACE.missions.nodes.sink.nil_sink.NilSinkNode attribute) (pySPACE.missions.nodes.sink.prediction_vector_sink.PredictionVectorSinkNode attribute) (pySPACE.missions.nodes.sink.ssnr_sink.SSNRSinkNode attribute) (pySPACE.missions.nodes.sink.time_series_sink.TimeSeriesSinkNode attribute) (pySPACE.missions.nodes.source.external_generator_source.ExternalGeneratorSourceNode attribute) (pySPACE.missions.nodes.source.feature_vector_source.FeatureVectorSourceNode attribute) (pySPACE.missions.nodes.source.prediction_vector_source.PredictionVectorSourceNode attribute) (pySPACE.missions.nodes.source.time_series_source.Stream2TimeSeriesSourceNode attribute) (pySPACE.missions.nodes.source.time_series_source.TimeSeriesSourceNode attribute) (pySPACE.missions.nodes.spatial_filtering.channel_difference.HemisphereDifferenceNode attribute) (pySPACE.missions.nodes.spatial_filtering.channel_selection.ChannelNameSelectorNode attribute) (pySPACE.missions.nodes.spatial_filtering.channel_selection.ConstantChannelCleanupNode attribute) (pySPACE.missions.nodes.spatial_filtering.csp.CSPNode attribute) (pySPACE.missions.nodes.spatial_filtering.fda.FDAFilterNode attribute) (pySPACE.missions.nodes.spatial_filtering.ica.ICAWrapperNode attribute) (pySPACE.missions.nodes.spatial_filtering.pca.PCAWrapperNode attribute) (pySPACE.missions.nodes.spatial_filtering.rereferencing.AverageReferenceNode attribute) (pySPACE.missions.nodes.spatial_filtering.rereferencing.LaplacianReferenceNode attribute) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.SensorSelectionRankingNode attribute) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.SensorSelectionSSNRNode attribute) (pySPACE.missions.nodes.spatial_filtering.spatial_filtering.SpatialFilteringNode attribute) (pySPACE.missions.nodes.splitter.all_train_splitter.AllTrainSplitterNode attribute) (pySPACE.missions.nodes.splitter.cv_splitter.CrossValidationSplitterNode attribute) (pySPACE.missions.nodes.splitter.traintest_splitter.TrainTestSplitterNode attribute) (pySPACE.missions.nodes.splitter.transfer_splitter.TransferSplitterNode attribute) (pySPACE.missions.nodes.type_manipulation.change_attributes.ChangeTimeSeriesAttributesNode attribute) (pySPACE.missions.nodes.type_manipulation.float_conversion.Int2FloatNode attribute) (pySPACE.missions.nodes.type_manipulation.float_conversion.NaN2NumberNode attribute) (pySPACE.missions.nodes.type_manipulation.marker_to_mux_channel.MarkerToMuxChannelNode attribute) (pySPACE.missions.nodes.type_manipulation.type_conversion.CastDatatypeNode attribute) (pySPACE.missions.nodes.type_manipulation.type_conversion.Feature2MonoTimeSeriesNode attribute) (pySPACE.missions.nodes.type_manipulation.type_conversion.FeatureVector2TimeSeriesNode attribute) (pySPACE.missions.nodes.type_manipulation.type_conversion.Features2PredictionNode attribute) (pySPACE.missions.nodes.type_manipulation.type_conversion.MonoTimeSeries2FeatureNode attribute) (pySPACE.missions.nodes.type_manipulation.type_conversion.Prediction2FeaturesNode attribute) (pySPACE.missions.nodes.visualization.average_and_feature_vis.AverageFeatureVisNode attribute) (pySPACE.missions.nodes.visualization.eeg_visualization.ElectrodeCoordinationPlotNode attribute) (pySPACE.missions.nodes.visualization.feature_vector_vis.LLEVisNode attribute) (pySPACE.missions.nodes.visualization.feature_vector_vis.MnistVizNode attribute) (pySPACE.missions.nodes.visualization.time_series_vis.HistogramPlotNode attribute) (pySPACE.missions.nodes.visualization.time_series_vis.ScatterPlotNode attribute) (pySPACE.missions.nodes.visualization.time_series_vis.SpectrumPlotNode attribute) (pySPACE.missions.nodes.visualization.time_series_vis.TimeSeriesPlotNode attribute)

InputOutputTestCase (class in pySPACE.tests.generic_unittest) insert() (pySPACE.environments.chains.node_chain.NodeChain method) insert_ip_markers() (pySPACE.tools.live.eeg_stream.EEGClientUsb method) insertImage() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) insertNode() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) InstanceSelectionNode (class in pySPACE.missions.nodes.data_selection.instance_selection) instantiate() (pySPACE.environments.chains.node_chain.NodeChainFactory static method) Int2FloatNode (class in pySPACE.missions.nodes.type_manipulation.float_conversion) integrate() (pySPACE.tools.gprof2dot.Profile method) InvalidWindowException (class in pySPACE.missions.nodes.preprocessing.window_func) (class in pySPACE.missions.nodes.spatial_filtering.rereferencing) is_adaptation_active() (pySPACE.environments.live.adaptation.LiveAdaptor method) is_empty() (pySPACE.resources.dataset_defs.performance_result.ROCCurves method) is_invertable() (pySPACE.missions.nodes.type_manipulation.type_conversion.Feature2MonoTimeSeriesNode method) is_potential_support_vector() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) is_predicting_active() (pySPACE.environments.live.prediction.Predictor method) IS_READY (pySPACE.environments.backends.ll_backend.LoadLevelerComHandler.MESSAGES attribute) is_registered() (pySPACE.environments.live.communication.adrf_messenger.AdrfMessenger method) is_retrainable() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.meta.flow_node.FlowNode method) (pySPACE.missions.nodes.meta.parameter_optimization.ParameterOptimizationBase method) is_sink_node() (pySPACE.missions.nodes.base_node.BaseNode method) is_source_node() (pySPACE.missions.nodes.base_node.BaseNode method) is_split_node() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.splitter.all_train_splitter.AllTrainSplitterNode method) (pySPACE.missions.nodes.splitter.cv_splitter.CrossValidationSplitterNode method) (pySPACE.missions.nodes.splitter.traintest_splitter.TrainTestSplitterNode method) (pySPACE.missions.nodes.splitter.transfer_splitter.TransferSplitterNode method) is_supervised() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.classification.adaptive_threshold_classifier.AdaptiveThresholdClassifierNode method) (pySPACE.missions.nodes.classification.adaptive_threshold_classifier.AdaptiveThresholdPreprocessingNode method) (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) (pySPACE.missions.nodes.classification.discriminant_analysis_classifier.DiscriminantAnalysisClassifierBase method) (pySPACE.missions.nodes.classification.ensemble.ChampionGatingNode method) (pySPACE.missions.nodes.classification.ensemble.KNNGatingNode method) (pySPACE.missions.nodes.classification.ensemble.PrecisionWeightedGatingNode method) (pySPACE.missions.nodes.classification.ensemble.RidgeRegressionGatingNode method) (pySPACE.missions.nodes.classification.linear_classifier.BayesianLinearDiscriminantAnalysisClassifierNode method) (pySPACE.missions.nodes.classification.linear_classifier.FDAClassifierNode method) (pySPACE.missions.nodes.classification.random_classifier.RandomClassifierNode method) (pySPACE.missions.nodes.feature_generation.correlation_features.ClassAverageCorrelationFeatureNode method) (pySPACE.missions.nodes.feature_selection.mlpy_wrapper_nodes.MLPYFeatureSelectionWrapper method) (pySPACE.missions.nodes.feature_selection.relief.ReliefFeatureSelectionNode method) (pySPACE.missions.nodes.meta.classifier_wrapper.SplitClassifierLayerNode method) (pySPACE.missions.nodes.meta.consume_training_data.ConsumeTrainingDataNode method) (pySPACE.missions.nodes.meta.flow_node.FlowNode method) (pySPACE.missions.nodes.meta.parameter_optimization.ParameterOptimizationBase method) (pySPACE.missions.nodes.meta.same_input_layer.SameInputLayerNode method) (pySPACE.missions.nodes.postprocessing.score_transformation.LinearFitNode method) (pySPACE.missions.nodes.postprocessing.score_transformation.PlattsSigmoidFitNode method) (pySPACE.missions.nodes.postprocessing.score_transformation.SigmoidTransformationNode method) (pySPACE.missions.nodes.postprocessing.threshold_optimization.ThresholdOptimizationNode method) (pySPACE.missions.nodes.sink.analyzer_sink.AnalyzerSinkNode method) (pySPACE.missions.nodes.sink.classification_performance_sink.PerformanceSinkNode method) (pySPACE.missions.nodes.sink.feature_vector_sink.FeatureVectorSinkNode method) (pySPACE.missions.nodes.sink.prediction_vector_sink.PredictionVectorSinkNode method) (pySPACE.missions.nodes.sink.ssnr_sink.SSNRSinkNode method) (pySPACE.missions.nodes.sink.time_series_sink.TimeSeriesSinkNode method) (pySPACE.missions.nodes.spatial_filtering.channel_selection.ConstantChannelCleanupNode method) (pySPACE.missions.nodes.spatial_filtering.csp.CSPNode method) (pySPACE.missions.nodes.spatial_filtering.fda.FDAFilterNode method) (pySPACE.missions.nodes.spatial_filtering.ica.ICAWrapperNode method) (pySPACE.missions.nodes.spatial_filtering.pca.PCAWrapperNode method) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.SensorSelectionBase method) (pySPACE.missions.nodes.spatial_filtering.xdawn.XDAWNNode method) (pySPACE.missions.nodes.templates.SimpleSinkTemplateNode method) (pySPACE.missions.nodes.templates.TrainableAlgorithmTemplateNode method) (pySPACE.missions.nodes.visualization.average_and_feature_vis.AverageFeatureVisNode method) (pySPACE.missions.nodes.visualization.base.VisualizationBase method) (pySPACE.missions.nodes.visualization.feature_vector_vis.LLEVisNode method) (pySPACE.missions.nodes.visualization.feature_vector_vis.MnistVizNode method) (pySPACE.missions.nodes.visualization.time_series_vis.HistogramPlotNode method) (pySPACE.missions.nodes.visualization.time_series_vis.ScatterPlotNode method) is_trainable() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.classification.adaptive_threshold_classifier.AdaptiveThresholdClassifierNode method) (pySPACE.missions.nodes.classification.adaptive_threshold_classifier.AdaptiveThresholdPreprocessingNode method) (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) (pySPACE.missions.nodes.classification.discriminant_analysis_classifier.DiscriminantAnalysisClassifierBase method) (pySPACE.missions.nodes.classification.ensemble.ChampionGatingNode method) (pySPACE.missions.nodes.classification.ensemble.KNNGatingNode method) (pySPACE.missions.nodes.classification.ensemble.PrecisionWeightedGatingNode method) (pySPACE.missions.nodes.classification.ensemble.RidgeRegressionGatingNode method) (pySPACE.missions.nodes.classification.linear_classifier.BayesianLinearDiscriminantAnalysisClassifierNode method) (pySPACE.missions.nodes.classification.linear_classifier.FDAClassifierNode method) (pySPACE.missions.nodes.classification.random_classifier.RandomClassifierNode method) (pySPACE.missions.nodes.debug.sleep.SleepNode method) (pySPACE.missions.nodes.feature_generation.correlation_features.ClassAverageCorrelationFeatureNode method) (pySPACE.missions.nodes.feature_selection.mlpy_wrapper_nodes.MLPYFeatureSelectionWrapper method) (pySPACE.missions.nodes.feature_selection.relief.ReliefFeatureSelectionNode method) (pySPACE.missions.nodes.meta.classifier_wrapper.SplitClassifierLayerNode method) (pySPACE.missions.nodes.meta.consume_training_data.ConsumeTrainingDataNode method) (pySPACE.missions.nodes.meta.flow_node.FlowNode method) (pySPACE.missions.nodes.meta.parameter_optimization.ParameterOptimizationBase method) (pySPACE.missions.nodes.meta.same_input_layer.SameInputLayerNode method) (pySPACE.missions.nodes.postprocessing.feature_normalization.FeatureNormalizationNode method) (pySPACE.missions.nodes.postprocessing.score_transformation.LinearFitNode method) (pySPACE.missions.nodes.postprocessing.score_transformation.PlattsSigmoidFitNode method) (pySPACE.missions.nodes.postprocessing.score_transformation.SigmoidTransformationNode method) (pySPACE.missions.nodes.postprocessing.threshold_optimization.ThresholdOptimizationNode method) (pySPACE.missions.nodes.preprocessing.normalization.DevariancingNode method) (pySPACE.missions.nodes.sink.analyzer_sink.AnalyzerSinkNode method) (pySPACE.missions.nodes.sink.classification_performance_sink.PerformanceSinkNode method) (pySPACE.missions.nodes.sink.feature_vector_sink.FeatureVectorSinkNode method) (pySPACE.missions.nodes.sink.prediction_vector_sink.PredictionVectorSinkNode method) (pySPACE.missions.nodes.sink.ssnr_sink.SSNRSinkNode method) (pySPACE.missions.nodes.sink.time_series_sink.TimeSeriesSinkNode method) (pySPACE.missions.nodes.spatial_filtering.channel_selection.ConstantChannelCleanupNode method) (pySPACE.missions.nodes.spatial_filtering.csp.CSPNode method) (pySPACE.missions.nodes.spatial_filtering.fda.FDAFilterNode method) (pySPACE.missions.nodes.spatial_filtering.ica.ICAWrapperNode method) (pySPACE.missions.nodes.spatial_filtering.pca.PCAWrapperNode method) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.SensorSelectionBase method) (pySPACE.missions.nodes.spatial_filtering.xdawn.XDAWNNode method) (pySPACE.missions.nodes.templates.SimpleSinkTemplateNode method) (pySPACE.missions.nodes.templates.TrainableAlgorithmTemplateNode method) (pySPACE.missions.nodes.visualization.average_and_feature_vis.AverageFeatureVisNode method) (pySPACE.missions.nodes.visualization.base.VisualizationBase method) (pySPACE.missions.nodes.visualization.feature_vector_vis.LLEVisNode method) (pySPACE.missions.nodes.visualization.feature_vector_vis.MnistVizNode method) (pySPACE.missions.nodes.visualization.time_series_vis.HistogramPlotNode method) (pySPACE.missions.nodes.visualization.time_series_vis.ScatterPlotNode method) is_training() (pySPACE.missions.nodes.base_node.BaseNode method) is_training_active() (pySPACE.environments.live.trainer.LiveTrainer method) IsNotTrainableException (class in pySPACE.missions.nodes.base_node) IsomapTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) IsotonicRegressionSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) itemsize() (in module pySPACE.tools.memory_profiling) iter_execute() (pySPACE.environments.chains.node_chain.NodeChain method) iter_train() (pySPACE.environments.chains.node_chain.NodeChain method) iteration_loop() (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM2Node method) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode method)

J

JOB_END_TOKEN (pySPACE.environments.backends.ll_backend.LoadLevelerComHandler attribute)

join_stopped_threads() (pySPACE.tools.live.ipmarkers.MarkerServer method)

K

k_sig() (pySPACE.resources.dataset_defs.metric.BinaryClassificationDataset static method) kernel_func() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) KernelCentererTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) KernelPCATransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) KernelRidgeRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes)

key (pySPACE.resources.data_types.base.BaseData attribute) KNeighborsClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) KNeighborsRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) KNNGatingNode (class in pySPACE.missions.nodes.classification.ensemble) kstest() (pySPACE.missions.operations.statistic.StatisticProcess method)

L

L2OcRmmPerceptronNode (class in pySPACE.missions.nodes.classification.svm_variants.ORMM) LabelBinarizerTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) LabeledWindowDef (class in pySPACE.missions.support.windower) LabelEncoderTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) LabelPropagationClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) LabelSpreadingClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) LabelVotingGatingNode (class in pySPACE.missions.nodes.classification.ensemble) lan_ip (pySPACE.tools.socket_logger.LogRecordSocketReceiver attribute) LaplacianReferenceNode (class in pySPACE.missions.nodes.spatial_filtering.rereferencing) LaplacianReferenceTestCase (class in pySPACE.tests.unittests.nodes.spatial_filtering.test_rereferencing) LarsCVRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) LarsRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) LassoCVRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) LassoLarsCVRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) LassoLarsICRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) LassoLarsRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) LassoRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) LatentDirichletAllocationTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) LaunchParser (class in pySPACE.run.launch) learn_CDT() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) LeaveOneOutSinkNode (class in pySPACE.missions.nodes.sink.classification_performance_sink) leng() (in module pySPACE.tools.memory_profiling) LiblinearClassifierNode (class in pySPACE.missions.nodes.classification.svm_variants.external) LibSVMClassifierNode (class in pySPACE.missions.nodes.classification.svm_variants.external) LibsvmOneClassNode (class in pySPACE.missions.nodes.classification.one_class) LinearDiscriminantAnalysisClassifierNode (class in pySPACE.missions.nodes.classification.discriminant_analysis_classifier) LinearDiscriminantAnalysisClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) LinearFitNode (class in pySPACE.missions.nodes.postprocessing.score_transformation) LinearRegressionSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) LinearSVCClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) LinearSVRRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) LinearTransformationNode (class in pySPACE.missions.nodes.postprocessing.score_transformation) LineParser (class in pySPACE.tools.gprof2dot) LiveAdaptor (class in pySPACE.environments.live.adaptation) LiveController (class in pySPACE.run.launch_live)

LiveEegStreamManager (class in pySPACE.environments.live.eeg_stream_manager) LiveTrainer (class in pySPACE.environments.live.trainer) LL_COMMAND_FILE_TEMPLATE (pySPACE.environments.backends.ll_backend.LoadLevelerBackend attribute) LLEVisNode (class in pySPACE.missions.nodes.visualization.feature_vector_vis) load() (pySPACE.resources.dataset_defs.base.BaseDataset class method) load_configuration() (pySPACE.environments.big_bang.Configuration method) load_meta_data() (pySPACE.resources.dataset_defs.base.BaseDataset static method) load_model() (pySPACE.environments.live.adaptation.LiveAdaptor method) (pySPACE.environments.live.prediction.Predictor method) (pySPACE.missions.nodes.classification.svm_variants.external.LibSVMClassifierNode method) LoadLevelerBackend (class in pySPACE.environments.backends.ll_backend) LoadLevelerComHandler (class in pySPACE.environments.backends.ll_backend) LoadLevelerComHandler.MESSAGES (class in pySPACE.environments.backends.ll_backend) loadYAMLFile() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) LocalComHandler (class in pySPACE.environments.backends.multicore) LocallyLinearEmbeddingTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) LocalStandardizationNode (class in pySPACE.missions.nodes.preprocessing.normalization) LocalStandardizationTestCase (class in pySPACE.tests.unittests.nodes.preprocessing.test_normalization) LocalStraightLineFeature (class in pySPACE.tests.unittests.nodes.feature_generation.test_time_domain_features) LocalStraightLineFeatureNode (class in pySPACE.missions.nodes.feature_generation.time_domain_features) locate() (in module pySPACE.tools.filesystem) log (pySPACE.missions.nodes.decorators.LogUniformParameter.LogUniform attribute) logdet_from_ECM() (pySPACE.missions.nodes.classification.discriminant_analysis_classifier.QuadraticDiscriminantAnalysisClassifierNode method) LogisticRegressionClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) LogisticRegressionCVClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) LogMessenger (class in pySPACE.environments.live.communication.log_messenger) LogNormalParameter (class in pySPACE.missions.nodes.decorators) LogRecordSocketReceiver (class in pySPACE.tools.socket_logger) LogRecordStreamHandler (class in pySPACE.tools.socket_logger) LogUniformParameter (class in pySPACE.missions.nodes.decorators) LogUniformParameter.LogUniform (class in pySPACE.missions.nodes.decorators) LogViewer (class in pySPACE.run.gui.general_gui) looCV() (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM2Node method) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode method) lookahead() (pySPACE.tools.gprof2dot.LineParser method)

M

MAGENTA (pySPACE.tools.logging_stream_colorer.COLORS attribute) Main (class in pySPACE.tools.gprof2dot) main() (in module pySPACE.environments.backends.ll_runner) (in module pySPACE.environments.backends.ll_subflow_runner) (in module pySPACE.environments.backends.mpi_runner) (in module pySPACE.run.launch) (in module pySPACE.run.scripts.csv_merge) (in module pySPACE.run.scripts.md_creator) (pySPACE.tools.gprof2dot.Main method) make_function() (pySPACE.tools.gprof2dot.CallgrindParser method) makeConnections() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) mark2index() (pySPACE.tools.live.eeg_stream.EEGClientUsb method) MarkerAcquisitionThread (class in pySPACE.tools.live.ipmarkers) markerids (pySPACE.missions.support.WindowerInterface.AbstractStreamReader attribute) (pySPACE.resources.dataset_defs.stream.CsvReader attribute) (pySPACE.resources.dataset_defs.stream.EDFReader attribute) (pySPACE.resources.dataset_defs.stream.EEGReader attribute) (pySPACE.resources.dataset_defs.stream.SETReader attribute) (pySPACE.resources.dataset_defs.time_series.TimeSeriesClient attribute) (pySPACE.tools.live.eeg_stream.EEGClient attribute) (pySPACE.tools.live.eeg_stream.EEGClientUsb attribute) markerNames (pySPACE.missions.support.WindowerInterface.AbstractStreamReader attribute) (pySPACE.resources.dataset_defs.stream.CsvReader attribute) (pySPACE.resources.dataset_defs.stream.EDFReader attribute) (pySPACE.resources.dataset_defs.stream.EEGReader attribute) (pySPACE.resources.dataset_defs.stream.SETReader attribute) (pySPACE.resources.dataset_defs.time_series.TimeSeriesClient attribute) (pySPACE.tools.live.eeg_stream.EEGClient attribute) (pySPACE.tools.live.eeg_stream.EEGClientUsb attribute) MarkerServer (class in pySPACE.tools.live.ipmarkers) MarkerSocket (class in pySPACE.tools.live.ipmarkers) MarkerToMuxChannelNode (class in pySPACE.missions.nodes.type_manipulation.marker_to_mux_channel) MarkerWindower (class in pySPACE.missions.support.windower) MarkerWindowerException (class in pySPACE.missions.support.windower) match_element_end() (pySPACE.tools.gprof2dot.XmlParser method) match_element_start() (pySPACE.tools.gprof2dot.XmlParser method) match_header() (pySPACE.tools.gprof2dot.OprofileParser method) match_primary() (pySPACE.tools.gprof2dot.OprofileParser method) match_secondary() (pySPACE.tools.gprof2dot.OprofileParser method) match_separator() (pySPACE.tools.gprof2dot.OprofileParser method) max (pySPACE.missions.nodes.decorators.UniformParameter attribute) MaxAbsScalerTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) MaximumStandardizationNode (class in pySPACE.missions.nodes.preprocessing.normalization) MaximumStandardizationTestCase (class in pySPACE.tests.unittests.nodes.preprocessing.test_normalization)

mean() (pySPACE.missions.nodes.decorators.LogUniformParameter.LogUniform method) (pySPACE.missions.nodes.decorators.NormalParameter.Normal method) (pySPACE.missions.nodes.decorators.UniformParameter.Uniform method) MemoizeGenerator (class in pySPACE.tools.memoize_generator) MemoizeGeneratorNotRefreshableException (class in pySPACE.tools.memoize_generator) MemoryStandardizationNode (class in pySPACE.missions.nodes.preprocessing.normalization) MemoryStandardizationTestCase (class in pySPACE.tests.unittests.nodes.preprocessing.test_normalization) merge_dicts() (in module pySPACE.tools.csv_analysis) merge_multiple_dicts() (in module pySPACE.tools.csv_analysis) merge_performance() (pySPACE.resources.dataset_defs.metric.BinaryClassificationDataset method) merge_performance_results() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary static method) merge_splits() (pySPACE.resources.dataset_defs.metric.BinaryClassificationDataset method) merge_time_series() (pySPACE.missions.nodes.sink.time_series_sink.TimeSeriesSinkNode method) merge_traces() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary static method) MergeOperation (class in pySPACE.missions.operations.merge) MergeProcess (class in pySPACE.missions.operations.merge) Messenger (class in pySPACE.environments.live.communication.messenger) meta_data (pySPACE.resources.dataset_defs.metric.BinaryClassificationDataset attribute) metricdict (class in pySPACE.resources.dataset_defs.metric) mfreqz() (in module pySPACE.tests.unittests.nodes.preprocessing.test_filtering) min (pySPACE.missions.nodes.decorators.UniformParameter attribute) MiniBatchDictionaryLearningTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) MiniBatchSparsePCATransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) MinMaxScalerTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) missed (pySPACE.tools.memory_profiling.Asizer attribute) MLPYFeatureSelectionWrapper (class in pySPACE.missions.nodes.feature_selection.mlpy_wrapper_nodes) MmlfOperation (class in pySPACE.missions.operations.mmlf) MMLFProcess (class in pySPACE.missions.operations.mmlf) MnistVizNode (class in pySPACE.missions.nodes.visualization.feature_vector_vis) MonoTimeSeries2FeatureNode (class in pySPACE.missions.nodes.type_manipulation.type_conversion) MonoTimeSeries2FeatureTestCase (class in pySPACE.tests.unittests.nodes.type_manipulation.test_type_conversion) MpiBackend (class in pySPACE.environments.backends.mpi_backend) mu (pySPACE.missions.nodes.decorators.NormalParameter attribute) MultiClassLayerNode (class in pySPACE.missions.nodes.meta.same_input_layer) MulticoreBackend (class in pySPACE.environments.backends.multicore) MultiLabelBinarizerTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) MultinomialClassificationDataset (class in pySPACE.resources.dataset_defs.metric) MultinomialNBClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) multiple_node_testing() (in module pySPACE.tests.generic_unittest) Multiplier (class in pySPACE.tests.utils.data.test_data_generation) MultiTaskElasticNetCVRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) MultiTaskElasticNetRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) MultiTaskLassoCVRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) MultiTaskLassoRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) mutual_information() (pySPACE.resources.dataset_defs.metric.BinaryClassificationDataset static method)

N

NAME (pySPACE.environments.backends.ll_backend.LoadLevelerComHandler.MESSAGES attribute) NaN2NumberNode (class in pySPACE.missions.nodes.type_manipulation.float_conversion) NearestCentroidClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) new_marker_id() (pySPACE.tools.live.eeg_stream.EEGClientUsb method) next() (pySPACE.missions.support.windower.MarkerWindower method) (pySPACE.missions.support.windower.SlidingWindower method) (pySPACE.tools.gprof2dot.XmlTokenizer method) next_channel() (pySPACE.tests.utils.data.test_data_generation.ChannelDependentCosine method) (pySPACE.tests.utils.data.test_data_generation.ChannelDependentDelta method) (pySPACE.tests.utils.data.test_data_generation.ChannelDependentSine method) (pySPACE.tests.utils.data.test_data_generation.DataGenerator method) next_least_nice_integer_divisor() (in module pySPACE.tools.prime_factors) NilSinkNode (class in pySPACE.missions.nodes.sink.nil_sink) NMFTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) node node chain node() (pySPACE.tools.gprof2dot.DotWriter method) node_bgcolor() (pySPACE.tools.gprof2dot.Theme method) node_fgcolor() (pySPACE.tools.gprof2dot.Theme method) node_fontsize() (pySPACE.tools.gprof2dot.Theme method) node_from_yaml() (pySPACE.missions.nodes.base_node.BaseNode static method) (pySPACE.missions.nodes.debug.subflow_timing_node.SubflowTimingNode static method) (pySPACE.missions.nodes.meta.consume_training_data.ConsumeTrainingDataNode static method) (pySPACE.missions.nodes.meta.flow_node.BacktransformationNode static method) (pySPACE.missions.nodes.meta.flow_node.BatchAdaptSubflowNode static method) (pySPACE.missions.nodes.meta.flow_node.FlowNode static method) (pySPACE.missions.nodes.meta.flow_node.UnsupervisedRetrainingFlowNode static method) (pySPACE.missions.nodes.meta.parameter_optimization.GridSearchNode static method) (pySPACE.missions.nodes.meta.parameter_optimization.PatternSearchNode static method) (pySPACE.missions.nodes.meta.same_input_layer.MultiClassLayerNode static method) (pySPACE.missions.nodes.meta.same_input_layer.SameInputLayerNode static method)

NodeChain (class in pySPACE.environments.chains.node_chain) NodeChainConfigurationWidget (class in pySPACE.run.gui.node_chain_GUI) NodeChainException (class in pySPACE.environments.chains.node_chain) NodeChainExceptionCR (class in pySPACE.environments.chains.node_chain) NodeChainFactory (class in pySPACE.environments.chains.node_chain) NodeChainFactoryTestCase (class in pySPACE.tests.unittests.test_node_chain_factory) NodeChainOperation (class in pySPACE.missions.operations.node_chain) NodeChainProcess (class in pySPACE.missions.operations.node_chain) NodeException (class in pySPACE.missions.nodes.base_node) NodeMetaclass (class in pySPACE.missions.nodes.base_node) NoOptimizationParameter (class in pySPACE.missions.nodes.decorators) normalization() (pySPACE.missions.nodes.meta.flow_node.BacktransformationNode method) normalized_mutual_information() (pySPACE.resources.dataset_defs.metric.BinaryClassificationDataset static method) NormalizerTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) NormalParameter (class in pySPACE.missions.nodes.decorators) NormalParameter.Normal (class in pySPACE.missions.nodes.decorators) not_xor() (pySPACE.environments.backends.mpi_backend.MpiBackend method) note() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) note_user_defined() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) null() (pySPACE.tools.gprof2dot.Event method) NuSVCClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) NuSVRRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) NystroemTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes)

O

Object (class in pySPACE.tools.gprof2dot) OcRmmNode (class in pySPACE.missions.nodes.classification.svm_variants.ORMM) OcRmmPerceptronNode (class in pySPACE.missions.nodes.classification.svm_variants.ORMM) One (class in pySPACE.tests.utils.data.test_data_generation) OneClassClassifierBase (class in pySPACE.missions.nodes.classification.one_class) OneHotEncoderTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) OneVsOneClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) OneVsRestClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) OnlyTrainSinkNode (class in pySPACE.missions.nodes.sink.nil_sink) operation Operation (class in pySPACE.missions.operations.base) operation chain OperationChain (class in pySPACE.environments.chains.operation_chain) OperationConfigurationPopup (class in pySPACE.run.gui.general_gui)

operationFinishedSignal (pySPACE.run.gui.general_gui.ControlWidget attribute) operationStatusChangedSignal (pySPACE.run.gui.general_gui.ControlWidget attribute) OprofileParser (class in pySPACE.tools.gprof2dot) optimize() (pySPACE.missions.nodes.spatial_filtering.sensor_selection.EvolutionaryAlgorithm method) (pySPACE.missions.nodes.spatial_filtering.sensor_selection.RecursiveBackwardElimination method) OptSVRRegressorSklearnNode (class in pySPACE.missions.nodes.regression.scikit_decorators), [1] OrthogonalMatchingPursuitCVRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) OrthogonalMatchingPursuitRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) OutlierFeatureNormalizationNode (class in pySPACE.missions.nodes.postprocessing.feature_normalization) OutlierFeatureNormalizationTestCase (class in pySPACE.tests.unittests.nodes.postprocessing.test_feature_normalization) output_dim (pySPACE.missions.nodes.base_node.BaseNode attribute) OutputCodeClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) OutputRedirector (class in pySPACE.tests.HTMLTestRunner) OutputTestCase (class in pySPACE.tests.generic_unittest)

P

p2key() (pySPACE.missions.nodes.meta.parameter_optimization.ParameterOptimizationBase static method) p_value() (pySPACE.missions.operations.statistic.StatisticProcess method) ParameterDecorator (class in pySPACE.missions.nodes.decorators) ParameterOptimizationBase (class in pySPACE.missions.nodes.meta.parameter_optimization) parametrize() (pySPACE.tests.generic_unittest.ParametrizedTestCase static method) ParametrizedTestCase (class in pySPACE.tests.generic_unittest) parse() (pySPACE.tools.gprof2dot.AQtimeParser method) (pySPACE.tools.gprof2dot.CallgrindParser method) (pySPACE.tools.gprof2dot.GprofParser method) (pySPACE.tools.gprof2dot.HProfParser method) (pySPACE.tools.gprof2dot.OprofileParser method) (pySPACE.tools.gprof2dot.Parser method) (pySPACE.tools.gprof2dot.PstatsParser method) (pySPACE.tools.gprof2dot.SharkParser method) (pySPACE.tools.gprof2dot.SleepyParser method) (pySPACE.tools.gprof2dot.SysprofParser method) (pySPACE.tools.gprof2dot.XPerfParser method) parse_annotations() (pySPACE.resources.dataset_defs.stream.EDFReader method) parse_arguments() (in module pySPACE.run.launch_live) parse_association_spec() (pySPACE.tools.gprof2dot.CallgrindParser method) parse_body_line() (pySPACE.tools.gprof2dot.CallgrindParser method) parse_callstacks() (pySPACE.tools.gprof2dot.SleepyParser method) parse_cg() (pySPACE.tools.gprof2dot.GprofParser method) parse_cg_entry() (pySPACE.tools.gprof2dot.GprofParser method) parse_children() (pySPACE.tools.gprof2dot.AQtimeParser method) parse_comment() (pySPACE.tools.gprof2dot.CallgrindParser method) parse_cost_line() (pySPACE.tools.gprof2dot.CallgrindParser method) parse_cost_line_def() (pySPACE.tools.gprof2dot.CallgrindParser method) parse_cost_summary() (pySPACE.tools.gprof2dot.CallgrindParser method) parse_cycle_entry() (pySPACE.tools.gprof2dot.GprofParser method) parse_data() (in module pySPACE.tools.csv_analysis) (pySPACE.tools.gprof2dot.AQtimeParser method) parse_description() (pySPACE.tools.gprof2dot.CallgrindParser method) parse_empty() (pySPACE.tools.gprof2dot.CallgrindParser method) parse_entry() (pySPACE.tools.gprof2dot.OprofileParser method) parse_event_specification() (pySPACE.tools.gprof2dot.CallgrindParser method) parse_field() (pySPACE.tools.gprof2dot.AQtimeParser method) parse_float() (in module pySPACE.resources.dataset_defs.stream) parse_function_entry() (pySPACE.tools.gprof2dot.GprofParser method) parse_header() (pySPACE.tools.gprof2dot.OprofileParser method) (pySPACE.tools.gprof2dot.XPerfParser method) parse_header_line() (pySPACE.tools.gprof2dot.CallgrindParser method) parse_headers() (pySPACE.tools.gprof2dot.AQtimeParser method) parse_item() (pySPACE.tools.gprof2dot.SysprofParser method) parse_items() (pySPACE.tools.gprof2dot.SysprofParser method) parse_key() (pySPACE.tools.gprof2dot.CallgrindParser method) parse_keys() (pySPACE.tools.gprof2dot.CallgrindParser method) parse_list() (in module pySPACE.run.scripts.md_creator) parse_message() (pySPACE.environments.backends.ll_backend.LoadLevelerComHandler method) (pySPACE.environments.backends.multicore.LocalComHandler method) parse_part() (pySPACE.tools.gprof2dot.CallgrindParser method) parse_part_detail() (pySPACE.tools.gprof2dot.CallgrindParser method) parse_position_spec() (pySPACE.tools.gprof2dot.CallgrindParser method) parse_results() (pySPACE.tools.gprof2dot.AQtimeParser method) parse_row() (pySPACE.tools.gprof2dot.AQtimeParser method) (pySPACE.tools.gprof2dot.XPerfParser method) parse_samples() (pySPACE.tools.gprof2dot.HProfParser method) parse_subentries() (pySPACE.tools.gprof2dot.OprofileParser method) parse_subentry() (pySPACE.tools.gprof2dot.OprofileParser method) parse_symbols() (pySPACE.tools.gprof2dot.SleepyParser method) parse_table_field() (pySPACE.tools.gprof2dot.AQtimeParser method) parse_table_header() (pySPACE.tools.gprof2dot.AQtimeParser method) parse_trace() (pySPACE.tools.gprof2dot.HProfParser method) parse_traces() (pySPACE.tools.gprof2dot.HProfParser method) parse_value() (pySPACE.tools.gprof2dot.SysprofParser method) parse_values() (pySPACE.tools.gprof2dot.SysprofParser method) ParseError (class in pySPACE.tools.gprof2dot) Parser (class in pySPACE.tools.gprof2dot) PassiveAggressiveClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) PassiveAggressiveRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) PatchExtractorTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) PatternSearchNode (class in pySPACE.missions.nodes.meta.parameter_optimization) pause_prediction() (pySPACE.environments.live.prediction.Predictor method) pause_training() (pySPACE.environments.live.trainer.LiveTrainer method) PCATransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) PCAWrapperNode (class in pySPACE.missions.nodes.spatial_filtering.pca) PChoiceParameter (class in pySPACE.missions.nodes.decorators) pdf() (pySPACE.missions.nodes.decorators.LogUniformParameter.LogUniform method) (pySPACE.missions.nodes.decorators.NormalParameter.Normal method) (pySPACE.missions.nodes.decorators.UniformParameter.Uniform method) PearsonCorrelationFeatureNode (class in pySPACE.missions.nodes.feature_generation.correlation_features) Percentage (class in pySPACE.tools.progressbar) percentage() (in module pySPACE.tools.gprof2dot) (pySPACE.tools.progressbar.ProgressBar method) PerceptronClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) perform_compare_tests() (pySPACE.tests.unittests.nodes.preprocessing.test_subsampling.DecimationNodeTestCase method) perform_final_split_action() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.debug.subflow_timing_node.SubflowTimingNode method) perform_simple_tests() (pySPACE.tests.unittests.nodes.preprocessing.test_subsampling.DecimationNodeTestCase method) PerformanceRanker (class in pySPACE.missions.nodes.spatial_filtering.sensor_selection) PerformanceResultsAnalysisMainWindow (class in pySPACE.run.gui.performance_results_analysis) PerformanceResultsAnalysisWidget (class in pySPACE.run.gui.performance_results_analysis) PerformanceResultSummary (class in pySPACE.resources.dataset_defs.performance_result) PerformanceSinkNode (class in pySPACE.missions.nodes.sink.classification_performance_sink) PlattsSigmoidFitNode (class in pySPACE.missions.nodes.postprocessing.score_transformation) plot() (pySPACE.missions.nodes.decorators.ChoiceParameter method) (pySPACE.missions.nodes.decorators.LogNormalParameter method) (pySPACE.missions.nodes.decorators.LogUniformParameter method) (pySPACE.missions.nodes.decorators.NoOptimizationParameter method) (pySPACE.missions.nodes.decorators.NormalParameter method) (pySPACE.missions.nodes.decorators.ParameterDecorator method) (pySPACE.missions.nodes.decorators.QLogNormalParameter method) (pySPACE.missions.nodes.decorators.QLogUniformParameter method) (pySPACE.missions.nodes.decorators.QNormalParameter method) (pySPACE.missions.nodes.decorators.QUniformParameter method) (pySPACE.missions.nodes.decorators.UniformParameter method) (pySPACE.resources.dataset_defs.performance_result.ROCCurves method) (pySPACE.tests.unittests.nodes.spatial_filtering.test_csp.CSPNodeCase method) (pySPACE.tests.unittests.nodes.spatial_filtering.test_fda.FDAFilterTestCase method) plot_all() (pySPACE.resources.dataset_defs.performance_result.ROCCurves method) plot_class_borders() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) plot_data() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) plot_data_3D() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) plot_fir_filter() (in module pySPACE.tests.unittests.nodes.preprocessing.test_filtering) plot_freqz_response() (in module pySPACE.tests.unittests.nodes.preprocessing.test_filtering) plot_freqz_response_lin() (in module pySPACE.tests.unittests.nodes.preprocessing.test_filtering) plot_histogram() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary method) plot_hyperplane() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) plot_hyperplane_3D() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) plot_kernel() (in module pySPACE.tests.unittests.nodes.preprocessing.test_filtering) plot_line() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) plot_nominal() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary method) plot_nominal_vs_nominal() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary method) plot_numeric() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary method) plot_numeric_vs_nominal() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary method) plot_numeric_vs_numeric() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary method) plot_phase_response() (in module pySPACE.tests.unittests.nodes.preprocessing.test_filtering) plot_samples() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) plot_samples_3D() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) plot_support_vectors() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) plot_time_series_response() (in module pySPACE.tests.unittests.nodes.preprocessing.test_filtering) pol() (pySPACE.resources.dataset_defs.metric.BinaryClassificationDataset static method) PolynomialFeaturesTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) pop() (pySPACE.environments.chains.node_chain.NodeChain method) populate_suite() (pySPACE.tests.run_unittests.SpecificUnittestSuite method) pos() (pySPACE.tools.gprof2dot.XmlTokenizer method) post_benchmarking() (pySPACE.missions.operations.base.Process method) pre_benchmarking() (pySPACE.missions.operations.base.Process method) PrecisionWeightedGatingNode (class in pySPACE.missions.nodes.classification.ensemble) predict() (pySPACE.run.launch_live.LiveController method) Prediction2FeaturesNode (class in pySPACE.missions.nodes.type_manipulation.type_conversion) Prediction2FeaturesTestCase (class in pySPACE.tests.unittests.nodes.type_manipulation.test_type_conversion) PredictionVector (class in pySPACE.resources.data_types.prediction_vector) PredictionVectorDataset (class in pySPACE.resources.dataset_defs.prediction_vector) PredictionVectorSinkNode (class in pySPACE.missions.nodes.sink.prediction_vector_sink) PredictionVectorSourceNode (class in pySPACE.missions.nodes.source.prediction_vector_source) PredictionVectorTestCase (class in pySPACE.tests.unittests.data_types.test_prediction_vector) Predictor (class in pySPACE.environments.live.prediction) prepare() (pySPACE.missions.operations.base.Process method) prepare_adaptation() (pySPACE.environments.live.adaptation.LiveAdaptor method) prepare_logging() (pySPACE.environments.chains.node_chain.BenchmarkNodeChain method) prepare_optimization() (pySPACE.missions.nodes.meta.parameter_optimization.ParameterOptimizationBase method) (pySPACE.missions.nodes.meta.parameter_optimization.PatternSearchNode method) prepare_predicting() (pySPACE.environments.live.prediction.Predictor method) prepare_training() (pySPACE.environments.live.trainer.LiveTrainer method) present_label() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.meta.flow_node.FlowNode method) (pySPACE.missions.nodes.meta.parameter_optimization.ParameterOptimizationBase method) prewindowed_train() (pySPACE.run.launch_live.LiveController method) prewindowing() (pySPACE.run.launch_live.LiveController method) print_data() (pySPACE.missions.nodes.debug.print_data.PrintDataNode method) print_profiles() (pySPACE.tools.memory_profiling.Asizer method) print_public_members() (in module pySPACE.missions.nodes.scikit_nodes) print_stats() (pySPACE.tools.memory_profiling.Asizer method) print_summary() (pySPACE.tools.memory_profiling.Asizer method) print_typedefs() (pySPACE.tools.memory_profiling.Asizer method) print_variables() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) PrintDataNode (class in pySPACE.missions.nodes.debug.print_data) ProbVotingGatingNode (class in pySPACE.missions.nodes.classification.ensemble) process Process (class in pySPACE.missions.operations.base) process() (in module pySPACE.run.scripts.mandelbrot_set) (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.debug.print_data.PrintDataNode method) (pySPACE.missions.nodes.meta.stream_windowing.StreamWindowingNode method) (pySPACE.missions.nodes.source.external_generator_source.ExternalGeneratorSourceNode method) (pySPACE.missions.nodes.source.time_series_source.Stream2TimeSeriesSourceNode method) process_current_split() (pySPACE.missions.nodes.sink.analyzer_sink.AnalyzerSinkNode method) (pySPACE.missions.nodes.sink.classification_performance_sink.LeaveOneOutSinkNode method) (pySPACE.missions.nodes.sink.classification_performance_sink.PerformanceSinkNode method) (pySPACE.missions.nodes.sink.classification_performance_sink.SlidingWindowSinkNode method) (pySPACE.missions.nodes.sink.feature_vector_sink.FeatureVectorSinkNode method) (pySPACE.missions.nodes.sink.nil_sink.NilSinkNode method) (pySPACE.missions.nodes.sink.nil_sink.OnlyTrainSinkNode method) (pySPACE.missions.nodes.sink.prediction_vector_sink.PredictionVectorSinkNode method) (pySPACE.missions.nodes.sink.ssnr_sink.SSNRSinkNode method) (pySPACE.missions.nodes.sink.time_series_sink.TimeSeriesSinkNode method) (pySPACE.missions.nodes.templates.SimpleSinkTemplateNode method) (pySPACE.missions.nodes.templates.SpecialPurposeFunctionsTemplate method) process_external_command() (pySPACE.environments.live.prediction.Predictor method) (pySPACE.environments.live.trainer.LiveTrainer method) Profile (class in pySPACE.tools.gprof2dot) ProgressBar (class in pySPACE.tools.progressbar) ProgressBarWidget (class in pySPACE.tools.progressbar) ProgressBarWidgetHFill (class in pySPACE.tools.progressbar) project() (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM2Node method) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode method) project2d() (pySPACE.resources.dataset_defs.stream.StreamDataset static method) project_data() (pySPACE.missions.nodes.spatial_filtering.channel_selection.ChannelNameSelectorNode method) project_onto() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary method) ProjectedGradientNMFTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) ProjectionPopup (class in pySPACE.run.gui.performance_results_analysis) prune() (pySPACE.tools.gprof2dot.Profile method) ps_step() (pySPACE.missions.nodes.meta.parameter_optimization.PatternSearchNode method) PstatsParser (class in pySPACE.tools.gprof2dot) pySPACE (module) pySPACE.environments (module) pySPACE.environments.backends (module) pySPACE.environments.backends.base (module) pySPACE.environments.backends.ll_backend (module) pySPACE.environments.backends.ll_runner (module) pySPACE.environments.backends.ll_subflow_runner (module) pySPACE.environments.backends.mpi_backend (module) pySPACE.environments.backends.mpi_runner (module) pySPACE.environments.backends.multicore (module) pySPACE.environments.backends.serial (module) pySPACE.environments.big_bang (module) pySPACE.environments.chains (module) pySPACE.environments.chains.node_chain (module) pySPACE.environments.chains.operation_chain (module) pySPACE.environments.live (module) pySPACE.environments.live.adaptation (module) pySPACE.environments.live.communication (module) pySPACE.environments.live.communication.adrf_messenger (module) pySPACE.environments.live.communication.log_messenger (module)

pySPACE.environments.live.communication.messenger (module) pySPACE.environments.live.communication.socket_messenger (module) pySPACE.environments.live.eeg_stream_manager (module) pySPACE.environments.live.online_utilities (module) pySPACE.environments.live.prediction (module) pySPACE.environments.live.recorder (module) pySPACE.environments.live.trainer (module) pySPACE.missions (module) pySPACE.missions.nodes (module) pySPACE.missions.nodes.base_node (module) pySPACE.missions.nodes.classification (module) pySPACE.missions.nodes.classification.adaptive_threshold_classifier (module) pySPACE.missions.nodes.classification.base (module) pySPACE.missions.nodes.classification.discriminant_analysis_classifier (module) pySPACE.missions.nodes.classification.ensemble (module) pySPACE.missions.nodes.classification.linear_classifier (module) pySPACE.missions.nodes.classification.one_class (module) pySPACE.missions.nodes.classification.random_classifier (module) pySPACE.missions.nodes.classification.svm_variants (module) pySPACE.missions.nodes.classification.svm_variants.brmm (module) pySPACE.missions.nodes.classification.svm_variants.external (module) pySPACE.missions.nodes.classification.svm_variants.ORMM (module) pySPACE.missions.nodes.classification.svm_variants.SOR (module) pySPACE.missions.nodes.data_selection (module) pySPACE.missions.nodes.data_selection.filter_windows (module) pySPACE.missions.nodes.data_selection.instance_selection (module) pySPACE.missions.nodes.debug (module) pySPACE.missions.nodes.debug.exchange_data (module) pySPACE.missions.nodes.debug.print_data (module) pySPACE.missions.nodes.debug.sleep (module) pySPACE.missions.nodes.debug.subflow_timing_node (module) pySPACE.missions.nodes.decorators (module) pySPACE.missions.nodes.external (module) pySPACE.missions.nodes.feature_generation (module) pySPACE.missions.nodes.feature_generation.correlation_features (module) pySPACE.missions.nodes.feature_generation.frequency_features (module) pySPACE.missions.nodes.feature_generation.time_domain_features (module) pySPACE.missions.nodes.feature_generation.wavelet (module) pySPACE.missions.nodes.feature_selection (module) pySPACE.missions.nodes.feature_selection.feature_filter (module) pySPACE.missions.nodes.feature_selection.mlpy_wrapper_nodes (module) pySPACE.missions.nodes.feature_selection.random_feature_selection (module) pySPACE.missions.nodes.feature_selection.relief (module) pySPACE.missions.nodes.meta (module) pySPACE.missions.nodes.meta.classifier_wrapper (module) pySPACE.missions.nodes.meta.consume_training_data (module) pySPACE.missions.nodes.meta.flow_node (module) pySPACE.missions.nodes.meta.parameter_optimization (module) pySPACE.missions.nodes.meta.same_input_layer (module) pySPACE.missions.nodes.meta.stream_windowing (module) pySPACE.missions.nodes.postprocessing (module) pySPACE.missions.nodes.postprocessing.compression (module) pySPACE.missions.nodes.postprocessing.feature_normalization (module) pySPACE.missions.nodes.postprocessing.score_transformation (module) pySPACE.missions.nodes.postprocessing.threshold_optimization (module) pySPACE.missions.nodes.preprocessing (module) pySPACE.missions.nodes.preprocessing.clip (module) pySPACE.missions.nodes.preprocessing.differentiation (module) pySPACE.missions.nodes.preprocessing.filtering (module) pySPACE.missions.nodes.preprocessing.normalization (module) pySPACE.missions.nodes.preprocessing.reorder_memory (module) pySPACE.missions.nodes.preprocessing.subsampling (module) pySPACE.missions.nodes.preprocessing.window_func (module) pySPACE.missions.nodes.regression (module) pySPACE.missions.nodes.regression.scikit_decorators (module) pySPACE.missions.nodes.scikit_nodes (module) pySPACE.missions.nodes.sink (module) pySPACE.missions.nodes.sink.analyzer_sink (module) pySPACE.missions.nodes.sink.classification_performance_sink (module) pySPACE.missions.nodes.sink.feature_vector_sink (module) pySPACE.missions.nodes.sink.nil_sink (module) pySPACE.missions.nodes.sink.prediction_vector_sink (module) pySPACE.missions.nodes.sink.ssnr_sink (module) pySPACE.missions.nodes.sink.time_series_sink (module) pySPACE.missions.nodes.source (module) pySPACE.missions.nodes.source.external_generator_source (module) pySPACE.missions.nodes.source.feature_vector_source (module) pySPACE.missions.nodes.source.prediction_vector_source (module) pySPACE.missions.nodes.source.random_time_series_source (module) pySPACE.missions.nodes.source.test_source_nodes (module) pySPACE.missions.nodes.source.time_series_source (module) pySPACE.missions.nodes.spatial_filtering (module) pySPACE.missions.nodes.spatial_filtering.channel_difference (module) pySPACE.missions.nodes.spatial_filtering.channel_selection (module) pySPACE.missions.nodes.spatial_filtering.csp (module) pySPACE.missions.nodes.spatial_filtering.fda (module) pySPACE.missions.nodes.spatial_filtering.ica (module) pySPACE.missions.nodes.spatial_filtering.pca (module) pySPACE.missions.nodes.spatial_filtering.rereferencing (module) pySPACE.missions.nodes.spatial_filtering.sensor_selection (module) pySPACE.missions.nodes.spatial_filtering.spatial_filtering (module) pySPACE.missions.nodes.spatial_filtering.xdawn (module) pySPACE.missions.nodes.splitter (module) pySPACE.missions.nodes.splitter.all_train_splitter (module) pySPACE.missions.nodes.splitter.cv_splitter (module) pySPACE.missions.nodes.splitter.traintest_splitter (module) pySPACE.missions.nodes.splitter.transfer_splitter (module) pySPACE.missions.nodes.templates (module) pySPACE.missions.nodes.type_manipulation (module) pySPACE.missions.nodes.type_manipulation.change_attributes (module) pySPACE.missions.nodes.type_manipulation.float_conversion (module) pySPACE.missions.nodes.type_manipulation.marker_to_mux_channel (module) pySPACE.missions.nodes.type_manipulation.type_conversion (module) pySPACE.missions.nodes.visualization (module) pySPACE.missions.nodes.visualization.average_and_feature_vis (module) pySPACE.missions.nodes.visualization.base (module) pySPACE.missions.nodes.visualization.eeg_visualization (module) pySPACE.missions.nodes.visualization.feature_vector_vis (module) pySPACE.missions.nodes.visualization.time_series_vis (module) pySPACE.missions.operations (module) pySPACE.missions.operations.analysis (module) pySPACE.missions.operations.base (module) pySPACE.missions.operations.comp_analysis (module) pySPACE.missions.operations.concatenate (module) pySPACE.missions.operations.generic (module) pySPACE.missions.operations.merge (module) pySPACE.missions.operations.mmlf (module) pySPACE.missions.operations.node_chain (module) pySPACE.missions.operations.shuffle (module) pySPACE.missions.operations.statistic (module) pySPACE.missions.operations.weka_classification (module) pySPACE.missions.operations.weka_filter (module) pySPACE.missions.support (module) pySPACE.missions.support.CPP (module) pySPACE.missions.support.CPP.variance_tools (module) pySPACE.missions.support.CPP.variance_tools.setup (module) pySPACE.missions.support.windower (module) pySPACE.missions.support.WindowerInterface (module) pySPACE.resources (module) pySPACE.resources.data_types (module) pySPACE.resources.data_types.base (module) pySPACE.resources.data_types.feature_vector (module) pySPACE.resources.data_types.prediction_vector (module) pySPACE.resources.data_types.time_series (module) pySPACE.resources.dataset_defs (module) pySPACE.resources.dataset_defs.base (module) pySPACE.resources.dataset_defs.dummy (module) pySPACE.resources.dataset_defs.feature_vector (module) pySPACE.resources.dataset_defs.metric (module) pySPACE.resources.dataset_defs.performance_result (module) pySPACE.resources.dataset_defs.prediction_vector (module) pySPACE.resources.dataset_defs.stream (module) pySPACE.resources.dataset_defs.time_series (module) pySPACE.run (module) pySPACE.run.gui (module) pySPACE.run.gui.general_gui (module) pySPACE.run.gui.node_chain_GUI (module) pySPACE.run.gui.performance_results_analysis (module) pySPACE.run.launch (module) pySPACE.run.launch_live (module) pySPACE.run.scripts (module) pySPACE.run.scripts.csv_merge (module) pySPACE.run.scripts.mandelbrot_set (module) pySPACE.run.scripts.md_creator (module) pySPACE.run.scripts.node_chain_scripts (module) pySPACE.run.scripts.node_chain_scripts.generate_random_arff (module) pySPACE.run.scripts.postprocess_results_arff (module) pySPACE.run.scripts.preview_results (module) pySPACE.run.scripts.resubmit_process (module) pySPACE.tests (module) pySPACE.tests.check_unittests (module) pySPACE.tests.generic_unittest (module) pySPACE.tests.HTMLTestRunner (module) pySPACE.tests.run_unittests (module) pySPACE.tests.unittests (module) pySPACE.tests.unittests.data_types (module) pySPACE.tests.unittests.data_types.test_base (module) pySPACE.tests.unittests.data_types.test_feature_vector (module) pySPACE.tests.unittests.data_types.test_prediction_vector (module) pySPACE.tests.unittests.data_types.test_time_series (module) pySPACE.tests.unittests.nodes (module) pySPACE.tests.unittests.nodes.classification (module) pySPACE.tests.unittests.nodes.classification.test_linear_classifier (module) pySPACE.tests.unittests.nodes.feature_generation (module) pySPACE.tests.unittests.nodes.feature_generation.test_time_domain_features (module) pySPACE.tests.unittests.nodes.feature_selection (module) pySPACE.tests.unittests.nodes.feature_selection.test_feature_filter (module) pySPACE.tests.unittests.nodes.meta (module) pySPACE.tests.unittests.nodes.postprocessing (module) pySPACE.tests.unittests.nodes.postprocessing.test_feature_normalization (module) pySPACE.tests.unittests.nodes.postprocessing.test_threshold_optimization (module) pySPACE.tests.unittests.nodes.preprocessing (module) pySPACE.tests.unittests.nodes.preprocessing.test_filtering (module) pySPACE.tests.unittests.nodes.preprocessing.test_normalization (module) pySPACE.tests.unittests.nodes.preprocessing.test_reorder_memory (module) pySPACE.tests.unittests.nodes.preprocessing.test_subsampling (module) pySPACE.tests.unittests.nodes.preprocessing.test_window_func (module) pySPACE.tests.unittests.nodes.sink (module) pySPACE.tests.unittests.nodes.sink.test_time_series_sink (module) pySPACE.tests.unittests.nodes.spatial_filtering (module) pySPACE.tests.unittests.nodes.spatial_filtering.test_channel_selection (module) pySPACE.tests.unittests.nodes.spatial_filtering.test_csp (module) pySPACE.tests.unittests.nodes.spatial_filtering.test_fda (module) pySPACE.tests.unittests.nodes.spatial_filtering.test_rereferencing (module) pySPACE.tests.unittests.nodes.spatial_filtering.test_xdawn (module) pySPACE.tests.unittests.nodes.splitter (module) pySPACE.tests.unittests.nodes.splitter.test_all_train_splitter (module) pySPACE.tests.unittests.nodes.splitter.test_cv_splitter (module) pySPACE.tests.unittests.nodes.splitter.test_traintest_splitter (module) pySPACE.tests.unittests.nodes.type_manipulation (module) pySPACE.tests.unittests.nodes.type_manipulation.test_type_conversion (module) pySPACE.tests.unittests.test_node_chain_factory (module) pySPACE.tests.utils (module) pySPACE.tests.utils.data (module) pySPACE.tests.utils.data.test_data_generation (module) pySPACE.tests.utils.data.test_default_data (module) pySPACE.tests.utils.logging (module) pySPACE.tools (module) pySPACE.tools.conversion (module) pySPACE.tools.csv_analysis (module) pySPACE.tools.filesystem (module) pySPACE.tools.gprof2dot (module) pySPACE.tools.live (module) pySPACE.tools.live.eeg_stream (module) pySPACE.tools.live.ipmarkers (module) pySPACE.tools.logging_stream_colorer (module) pySPACE.tools.logging_stream_redirection (module) pySPACE.tools.memoize_generator (module) pySPACE.tools.memory_profiling (module) pySPACE.tools.prime_factors (module) pySPACE.tools.progressbar (module) pySPACE.tools.socket_logger (module) pySPACE.tools.socket_utils (module) PySpaceGui (class in pySPACE.run.gui.general_gui) python2yaml() (in module pySPACE.tools.conversion) PywtWaveletNode (class in pySPACE.missions.nodes.feature_generation.wavelet)

Q

q (pySPACE.missions.nodes.decorators.QMixin attribute) QLogNormalParameter (class in pySPACE.missions.nodes.decorators) QLogUniformParameter (class in pySPACE.missions.nodes.decorators) QMixin (class in pySPACE.missions.nodes.decorators) QNormalParameter (class in pySPACE.missions.nodes.decorators)

QtStreamHandler (class in pySPACE.run.gui.general_gui) QuadraticDiscriminantAnalysisClassifierNode (class in pySPACE.missions.nodes.classification.discriminant_analysis_classifier) QuadraticDiscriminantAnalysisClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) queue_filler() (pySPACE.environments.live.adaptation.LiveAdaptor method) QUniformParameter (class in pySPACE.missions.nodes.decorators)

R

RadiusNeighborsClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) RadiusNeighborsRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) RandomClassifierNode (class in pySPACE.missions.nodes.classification.random_classifier) RandomFeatureCompressionNode (class in pySPACE.missions.nodes.postprocessing.compression) RandomFeatureSelectionNode (class in pySPACE.missions.nodes.feature_selection.random_feature_selection) RandomForestClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) RandomForestRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) RandomizedLassoTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) RandomizedLogisticRegressionTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) RandomizedPCATransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) RandomizedSearchCVTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) RandomTimeSeriesSourceNode (class in pySPACE.missions.nodes.source.random_time_series_source) RandomTreesEmbeddingTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) rank() (pySPACE.missions.nodes.spatial_filtering.sensor_selection.RecursiveBackwardElimination method) RANSACRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) ratio() (in module pySPACE.tools.gprof2dot) (pySPACE.tools.gprof2dot.Profile method) raw_moment() (pySPACE.missions.nodes.feature_generation.correlation_features.StatisticalFeatureNode method) RBFSamplerTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) re_init() (pySPACE.missions.nodes.meta.parameter_optimization.ParameterOptimizationBase method) (pySPACE.missions.nodes.meta.parameter_optimization.PatternSearchNode method) read() (pySPACE.missions.support.WindowerInterface.AbstractStreamReader method) (pySPACE.resources.dataset_defs.stream.CsvReader method) (pySPACE.resources.dataset_defs.stream.EDFReader method) (pySPACE.resources.dataset_defs.stream.EEGReader method) (pySPACE.resources.dataset_defs.stream.SETReader method) (pySPACE.resources.dataset_defs.time_series.TimeSeriesClient method) (pySPACE.tools.live.eeg_stream.EEGClient method) (pySPACE.tools.live.eeg_stream.EEGClientUsb method) (pySPACE.tools.live.ipmarkers.MarkerServer method) read_edf_data() (pySPACE.resources.dataset_defs.stream.EDFReader method) read_edf_header() (pySPACE.resources.dataset_defs.stream.EDFReader method) read_fdt_data() (pySPACE.resources.dataset_defs.stream.SETReader method) read_parameter_file() (in module pySPACE.run.launch_live) read_set_file() (pySPACE.resources.dataset_defs.stream.SETReader method) readline() (pySPACE.tools.gprof2dot.GprofParser method) (pySPACE.tools.gprof2dot.LineParser method) receive() (in module pySPACE.tools.socket_utils) reconstruct_failures() (in module pySPACE.tools.csv_analysis) record() (pySPACE.run.launch_live.LiveController method) record_with_options() (pySPACE.environments.live.eeg_stream_manager.LiveEegStreamManager method) Recorder (class in pySPACE.environments.live.recorder) RecursiveBackwardElimination (class in pySPACE.missions.nodes.spatial_filtering.sensor_selection) RED (pySPACE.tools.logging_stream_colorer.COLORS attribute) RedirectionHandler (class in pySPACE.tools.logging_stream_redirection) reduce_dual_weight() (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM2Node method) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode method) reduce_tabular() (pySPACE.missions.operations.statistic.StatisticOperation class method) reduced_descent() (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM2Node method) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode method) ReduceOverrepresentedClassNode (class in pySPACE.missions.nodes.data_selection.instance_selection) refs() (in module pySPACE.tools.memory_profiling) regcallback() (pySPACE.missions.support.WindowerInterface.AbstractStreamReader method) (pySPACE.resources.dataset_defs.stream.CsvReader method) (pySPACE.resources.dataset_defs.stream.EDFReader method) (pySPACE.resources.dataset_defs.stream.EEGReader method) (pySPACE.resources.dataset_defs.stream.SETReader method) (pySPACE.resources.dataset_defs.time_series.TimeSeriesClient method) (pySPACE.tools.live.eeg_stream.EEGClient method) (pySPACE.tools.live.eeg_stream.EEGClientUsb method) register() (pySPACE.environments.live.communication.adrf_messenger.AdrfMessenger method) (pySPACE.environments.live.communication.log_messenger.LogMessenger method) (pySPACE.environments.live.communication.messenger.Messenger method) (pySPACE.environments.live.communication.socket_messenger.SocketMessenger method) register_input_node() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.meta.same_input_layer.SameInputLayerNode method) (pySPACE.missions.nodes.source.external_generator_source.ExternalGeneratorSourceNode method) (pySPACE.missions.nodes.source.feature_vector_source.FeatureVectorSourceNode method) (pySPACE.missions.nodes.source.prediction_vector_source.PredictionVectorSourceNode method) (pySPACE.missions.nodes.source.time_series_source.TimeSeriesSourceNode method) RegressionDataset (class in pySPACE.resources.dataset_defs.metric) RegularizedClassifierBase (class in pySPACE.missions.nodes.classification.base) reiterate() (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM2Node method) relabel_training_set() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) ReliefFeatureSelectionNode (class in pySPACE.missions.nodes.feature_selection.relief) remove_no_border_points() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode method) (pySPACE.missions.nodes.classification.svm_variants.external.LibSVMClassifierNode method) remove_non_support_vectors() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode method) remove_samples() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode method) (pySPACE.missions.nodes.classification.svm_variants.external.LibSVMClassifierNode method) remove_sensors() (pySPACE.missions.nodes.spatial_filtering.sensor_selection.SensorSelectionRankingNode method) RemoveOnePerformanceRanker (class in pySPACE.missions.nodes.spatial_filtering.sensor_selection) reorder() (pySPACE.resources.data_types.time_series.TimeSeries method) ReorderMemoryNode (class in pySPACE.missions.nodes.preprocessing.reorder_memory) ReorderMemoryTestCase (class in pySPACE.tests.unittests.nodes.preprocessing.test_reorder_memory) repair_csv() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary static method) replace_data() (pySPACE.resources.data_types.feature_vector.FeatureVector static method) (pySPACE.resources.data_types.time_series.TimeSeries static method) replace_in_dict() (in module pySPACE.tools.conversion) replace_in_list() (in module pySPACE.tools.conversion) replace_keywords_in_load_path() (pySPACE.missions.nodes.base_node.BaseNode method) replace_parameters() (in module pySPACE.tools.conversion) replace_parameters2() (in module pySPACE.tools.conversion) replace_parameters_and_convert() (in module pySPACE.tools.conversion) replace_parameters_in_node_chain() (pySPACE.environments.chains.node_chain.NodeChainFactory static method) REPORT_CLASS_TMPL (pySPACE.tests.HTMLTestRunner.Template_mixin attribute) report_failures() (in module pySPACE.tools.csv_analysis)

REPORT_TEST_NO_OUTPUT_TMPL (pySPACE.tests.HTMLTestRunner.Template_mixin attribute) REPORT_TEST_OUTPUT_TMPL (pySPACE.tests.HTMLTestRunner.Template_mixin attribute) REPORT_TEST_WITH_OUTPUT_TMPL (pySPACE.tests.HTMLTestRunner.Template_mixin attribute) REPORT_TMPL (pySPACE.tests.HTMLTestRunner.Template_mixin attribute) request_data_for_testing() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.data_selection.filter_windows.FilterWindowsNode method) (pySPACE.missions.nodes.data_selection.instance_selection.InstanceSelectionNode method) (pySPACE.missions.nodes.data_selection.instance_selection.ReduceOverrepresentedClassNode method) (pySPACE.missions.nodes.debug.print_data.PrintDataNode method) (pySPACE.missions.nodes.meta.stream_windowing.StreamWindowingNode method) (pySPACE.missions.nodes.sink.nil_sink.OnlyTrainSinkNode method) (pySPACE.missions.nodes.source.external_generator_source.ExternalGeneratorSourceNode method) (pySPACE.missions.nodes.source.feature_vector_source.FeatureVectorSourceNode method) (pySPACE.missions.nodes.source.prediction_vector_source.PredictionVectorSourceNode method) (pySPACE.missions.nodes.source.random_time_series_source.RandomTimeSeriesSourceNode method) (pySPACE.missions.nodes.source.test_source_nodes.SimpleTimeSeriesSourceNode method) (pySPACE.missions.nodes.source.time_series_source.Stream2TimeSeriesSourceNode method) (pySPACE.missions.nodes.source.time_series_source.TimeSeriesSourceNode method) (pySPACE.missions.nodes.splitter.all_train_splitter.AllTrainSplitterNode method) (pySPACE.missions.nodes.splitter.cv_splitter.CrossValidationSplitterNode method) (pySPACE.missions.nodes.splitter.traintest_splitter.TrainTestSplitterNode method) (pySPACE.missions.nodes.splitter.transfer_splitter.TransferSplitterNode method) (pySPACE.missions.nodes.templates.SimpleSourceTemplateNode method) (pySPACE.missions.nodes.templates.SpecialPurposeFunctionsTemplate method) request_data_for_training() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.data_selection.filter_windows.FilterWindowsNode method) (pySPACE.missions.nodes.data_selection.instance_selection.InstanceSelectionNode method) (pySPACE.missions.nodes.data_selection.instance_selection.ReduceOverrepresentedClassNode method) (pySPACE.missions.nodes.debug.print_data.PrintDataNode method) (pySPACE.missions.nodes.meta.consume_training_data.ConsumeTrainingDataNode method) (pySPACE.missions.nodes.meta.stream_windowing.StreamWindowingNode method) (pySPACE.missions.nodes.source.external_generator_source.ExternalGeneratorSourceNode method) (pySPACE.missions.nodes.source.feature_vector_source.FeatureVectorSourceNode method) (pySPACE.missions.nodes.source.prediction_vector_source.PredictionVectorSourceNode method) (pySPACE.missions.nodes.source.random_time_series_source.RandomTimeSeriesSourceNode method) (pySPACE.missions.nodes.source.time_series_source.Stream2TimeSeriesSourceNode method) (pySPACE.missions.nodes.source.time_series_source.TimeSeriesSourceNode method) (pySPACE.missions.nodes.splitter.all_train_splitter.AllTrainSplitterNode method) (pySPACE.missions.nodes.splitter.cv_splitter.CrossValidationSplitterNode method) (pySPACE.missions.nodes.splitter.traintest_splitter.TrainTestSplitterNode method) (pySPACE.missions.nodes.splitter.transfer_splitter.TransferSplitterNode method) (pySPACE.missions.nodes.templates.SimpleSourceTemplateNode method) (pySPACE.missions.nodes.templates.SpecialPurposeFunctionsTemplate method) request_window_stream() (pySPACE.environments.live.eeg_stream_manager.LiveEegStreamManager method) reset() (pySPACE.environments.chains.node_chain.NodeChain method) (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.meta.classifier_wrapper.SVMComplexityLayerNode method) (pySPACE.missions.nodes.meta.classifier_wrapper.SplitClassifierLayerNode method) (pySPACE.missions.nodes.meta.flow_node.FlowNode method) (pySPACE.missions.nodes.meta.same_input_layer.SameInputLayerNode method) (pySPACE.missions.nodes.sink.classification_performance_sink.PerformanceSinkNode method) (pySPACE.missions.nodes.sink.feature_vector_sink.FeatureVectorSinkNode method) (pySPACE.missions.nodes.sink.prediction_vector_sink.PredictionVectorSinkNode method) (pySPACE.missions.nodes.sink.ssnr_sink.SSNRSinkNode method) (pySPACE.missions.nodes.sink.time_series_sink.TimeSeriesSinkNode method) (pySPACE.missions.nodes.templates.SimpleSinkTemplateNode method) (pySPACE.missions.nodes.templates.SpecialPurposeFunctionsTemplate method) (pySPACE.missions.nodes.visualization.time_series_vis.TimeSeriesPlotNode method) (pySPACE.tools.live.eeg_stream.EEGServer method) (pySPACE.tools.memory_profiling.Asizer method) reset_attribute() (pySPACE.missions.nodes.base_node.BaseNode method) reset_queue() (pySPACE.environments.backends.multicore.MulticoreBackend method) resetNoteConnections() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) resetNotes() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) retrain() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) retrain_SVM() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode method) retrieve() (pySPACE.environments.backends.base.Backend method) (pySPACE.environments.backends.ll_backend.LoadLevelerBackend method) (pySPACE.environments.backends.mpi_backend.MpiBackend method) (pySPACE.environments.backends.multicore.MulticoreBackend method) (pySPACE.environments.backends.serial.SerialBackend method) ReverseBar (class in pySPACE.tools.progressbar) RFECVTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) RFETransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) RidgeClassifierCVSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) RidgeClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) RidgeCVRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) RidgeRegressionGatingNode (class in pySPACE.missions.nodes.classification.ensemble) RidgeRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) RingBuffer (class in pySPACE.missions.support.windower) RingBufferFull (class in pySPACE.missions.support.windower) RMM1ClassifierNode (class in pySPACE.missions.nodes.classification.svm_variants.brmm) RMM2Node (class in pySPACE.missions.nodes.classification.svm_variants.brmm) RMMClassifierMatlabNode (class in pySPACE.missions.nodes.classification.svm_variants.brmm) RmmPerceptronNode (class in pySPACE.missions.nodes.classification.svm_variants.brmm) RobustScalerTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) ROCCurves (class in pySPACE.resources.dataset_defs.performance_result) RotatingMarker (class in pySPACE.tools.progressbar) round_to_q() (pySPACE.missions.nodes.decorators.QMixin method) run() (pySPACE.environments.backends.ll_backend.LoadLevelerComHandler method) (pySPACE.environments.backends.ll_backend.SubflowStarter method) (pySPACE.environments.backends.multicore.LocalComHandler method) (pySPACE.tests.HTMLTestRunner.HTMLTestRunner method) (pySPACE.tools.live.ipmarkers.MarkerAcquisitionThread method) (pySPACE.tools.live.ipmarkers.MarkerServer method) (pySPACE.tools.live.ipmarkers.MarkerSocket method) (pySPACE.tools.socket_logger.LogRecordSocketReceiver method) run_operation() (in module pySPACE.run.launch) run_operation_chain() (in module pySPACE.run.launch) runTests() (pySPACE.tests.HTMLTestRunner.TestProgram method)

S

SameInputLayerNode (class in pySPACE.missions.nodes.meta.same_input_layer) sampling_frequency (pySPACE.tests.utils.data.test_data_generation.Combiner attribute) (pySPACE.tests.utils.data.test_data_generation.DataGenerator attribute) save() (pySPACE.environments.chains.node_chain.NodeChain method) (pySPACE.missions.nodes.base_node.BaseNode method) save_model() (pySPACE.missions.nodes.classification.svm_variants.external.LibSVMClassifierNode method) saveYAMLFile() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) scale (pySPACE.missions.nodes.decorators.LogNormalParameter attribute) scale() (pySPACE.resources.dataset_defs.metric.BinaryClassificationDataset static method) ScaleNode (class in pySPACE.missions.nodes.preprocessing.window_func) ScatterPlotNode (class in pySPACE.missions.nodes.visualization.time_series_vis) ScikitException (class in pySPACE.missions.nodes.scikit_nodes) search_grid() (pySPACE.missions.nodes.meta.parameter_optimization.ParameterOptimizationBase static method) select_new_data() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) SelectFdrTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) selectFile() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) SelectFprTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) SelectFromModelTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) SelectFweTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) SelectKBestTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) SelectPercentileTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) send() (pySPACE.tools.live.ipmarkers.MarkerSocket method) send_message() (pySPACE.environments.backends.ll_backend.LoadLevelerComHandler class method) (pySPACE.environments.live.communication.adrf_messenger.AdrfMessenger method) (pySPACE.environments.live.communication.log_messenger.LogMessenger method) (pySPACE.environments.live.communication.messenger.Messenger method) (pySPACE.environments.live.communication.socket_messenger.SocketMessenger method) sendAbriFlow() (pySPACE.environments.live.communication.adrf_messenger.AdrfMessenger method) SensorSelectionBase (class in pySPACE.missions.nodes.spatial_filtering.sensor_selection) SensorSelectionRankingNode (class in pySPACE.missions.nodes.spatial_filtering.sensor_selection) SensorSelectionSSNRNode (class in pySPACE.missions.nodes.spatial_filtering.sensor_selection) separate() (pySPACE.tools.live.eeg_stream.EEGClientUsb method) SerialBackend (class in pySPACE.environments.backends.serial) SET (pySPACE.environments.backends.ll_backend.LoadLevelerComHandler.MESSAGES attribute) set() (pySPACE.tools.memory_profiling.Asizer method) set_channel_names() (pySPACE.resources.data_types.time_series.TimeSeries method) set_controller() (pySPACE.environments.live.prediction.Predictor method) (pySPACE.environments.live.trainer.LiveTrainer method) set_crash_recovery() (pySPACE.environments.chains.node_chain.NodeChain method) set_dtype() (pySPACE.missions.nodes.base_node.BaseNode method) set_eeg_client() (pySPACE.environments.live.recorder.Recorder method) set_eeg_stream_manager() (pySPACE.environments.live.adaptation.LiveAdaptor method) (pySPACE.environments.live.prediction.Predictor method) (pySPACE.environments.live.trainer.LiveTrainer method) set_feature_names() (pySPACE.resources.data_types.feature_vector.FeatureVector method) set_generator() (pySPACE.missions.nodes.source.external_generator_source.ExternalGeneratorSourceNode method) set_helper_parameters() (pySPACE.missions.nodes.sink.classification_performance_sink.PerformanceSinkNode method) set_input_dataset() (pySPACE.missions.nodes.source.feature_vector_source.FeatureVectorSourceNode method) (pySPACE.missions.nodes.source.prediction_vector_source.PredictionVectorSourceNode method) (pySPACE.missions.nodes.source.test_source_nodes.DataGenerationTimeSeriesSourceNode method) (pySPACE.missions.nodes.source.time_series_source.TimeSeriesSourceNode method) (pySPACE.missions.nodes.templates.SimpleSourceTemplateNode method) set_input_dim() (pySPACE.missions.nodes.base_node.BaseNode method) set_output_dim() (pySPACE.missions.nodes.base_node.BaseNode method) set_permanent_attributes() (pySPACE.missions.nodes.base_node.BaseNode method) set_run_number() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.meta.flow_node.FlowNode method) (pySPACE.missions.nodes.meta.same_input_layer.SameInputLayerNode method) set_sampling_frequency() (pySPACE.tests.utils.data.test_data_generation.Combiner method) (pySPACE.tests.utils.data.test_data_generation.DataGenerator method) set_state() (pySPACE.environments.live.communication.adrf_messenger.AdrfMessenger method) set_temp_dir() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.meta.flow_node.FlowNode method) set_up() (pySPACE.run.gui.general_gui.PySpaceGui method) set_window_defs() (pySPACE.resources.dataset_defs.stream.StreamDataset method) (pySPACE.resources.dataset_defs.time_series.TimeSeriesClient method) (pySPACE.resources.dataset_defs.time_series.TimeSeriesDataset method) setParam() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) setPriority() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) SETReader (class in pySPACE.resources.dataset_defs.stream) setState() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) setUp() (pySPACE.tests.unittests.data_types.test_base.BaseDataTestCase method) (pySPACE.tests.unittests.data_types.test_feature_vector.FeatureVectorTestCase method) (pySPACE.tests.unittests.data_types.test_time_series.TimeSeriesTestCase method) (pySPACE.tests.unittests.nodes.classification.test_linear_classifier.FDAClassifierTestCase method) (pySPACE.tests.unittests.nodes.feature_generation.test_time_domain_features.LocalStraightLineFeature method) (pySPACE.tests.unittests.nodes.feature_generation.test_time_domain_features.SimpleDifferentiationFeature method) (pySPACE.tests.unittests.nodes.feature_generation.test_time_domain_features.TimeDomainDifferenceFeatureTestCase method) (pySPACE.tests.unittests.nodes.feature_generation.test_time_domain_features.TimeDomainFeaturesTestCase method) (pySPACE.tests.unittests.nodes.feature_selection.test_feature_filter.FeatureNameFilterTestCase method) (pySPACE.tests.unittests.nodes.postprocessing.test_feature_normalization.EuclideanFeatureNormalizationTestCase method) (pySPACE.tests.unittests.nodes.postprocessing.test_feature_normalization.GaussianFeatureNormalizationTestCase method) (pySPACE.tests.unittests.nodes.postprocessing.test_feature_normalization.HistogramFeatureNormalizationTestCase method) (pySPACE.tests.unittests.nodes.postprocessing.test_feature_normalization.InfinityNormFeatureVisualizationTestCase method) (pySPACE.tests.unittests.nodes.preprocessing.test_filtering.FFTBandPassFilterTestCase method) (pySPACE.tests.unittests.nodes.preprocessing.test_filtering.FIRFilterTestCase method) (pySPACE.tests.unittests.nodes.preprocessing.test_filtering.SimpleLowPassFilterTestCase method) (pySPACE.tests.unittests.nodes.preprocessing.test_normalization.DetrendingTestCase method) (pySPACE.tests.unittests.nodes.preprocessing.test_normalization.DevariancingTestCase method) (pySPACE.tests.unittests.nodes.preprocessing.test_normalization.EuclideanNormalizationTestCase method) (pySPACE.tests.unittests.nodes.preprocessing.test_normalization.LocalStandardizationTestCase method) (pySPACE.tests.unittests.nodes.preprocessing.test_normalization.MaximumStandardizationTestCase method) (pySPACE.tests.unittests.nodes.preprocessing.test_normalization.MemoryStandardizationTestCase method) (pySPACE.tests.unittests.nodes.preprocessing.test_normalization.SubsetNormalizationTestCase method) (pySPACE.tests.unittests.nodes.preprocessing.test_reorder_memory.ReorderMemoryTestCase method) (pySPACE.tests.unittests.nodes.preprocessing.test_subsampling.DecimationNodeTestCase method) (pySPACE.tests.unittests.nodes.preprocessing.test_subsampling.DownsamplingNodeTestCase method) (pySPACE.tests.unittests.nodes.preprocessing.test_subsampling.SubsamplingTestCase method) (pySPACE.tests.unittests.nodes.preprocessing.test_window_func.WindowFuncTestCase method) (pySPACE.tests.unittests.nodes.spatial_filtering.test_channel_selection.ChannelNameSelectorTestCase method) (pySPACE.tests.unittests.nodes.spatial_filtering.test_csp.CSPNodeCase method) (pySPACE.tests.unittests.nodes.spatial_filtering.test_fda.FDAFilterTestCase method) (pySPACE.tests.unittests.nodes.spatial_filtering.test_rereferencing.LaplacianReferenceTestCase method) (pySPACE.tests.unittests.nodes.spatial_filtering.test_xdawn.XDAWNTestCase method) (pySPACE.tests.unittests.nodes.splitter.test_all_train_splitter.AllTrainSplitterTestCase method) (pySPACE.tests.unittests.nodes.splitter.test_cv_splitter.CrossValidationSplitterTestCase method) (pySPACE.tests.unittests.nodes.splitter.test_traintest_splitter.TrainTestSplitterTestCase method) (pySPACE.tests.unittests.nodes.type_manipulation.test_type_conversion.Feature2MonoTimeSeriesTestCase method) (pySPACE.tests.unittests.nodes.type_manipulation.test_type_conversion.FeatureVector2TimeSeriesTestCase method) (pySPACE.tests.unittests.nodes.type_manipulation.test_type_conversion.Features2PredictionTestCase method) (pySPACE.tests.unittests.nodes.type_manipulation.test_type_conversion.Prediction2FeaturesTestCase method) (pySPACE.tests.unittests.test_node_chain_factory.NodeChainFactoryTestCase method) setup_client() (pySPACE.environments.live.eeg_stream_manager.LiveEegStreamManager method) setupUi() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) SGDClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) SGDRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) shape (pySPACE.missions.nodes.decorators.LogNormalParameter attribute) SharkParser (class in pySPACE.tools.gprof2dot) shortDescription() (pySPACE.tests.generic_unittest.GenericTestCase method) show_CommentUi() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) show_HelpUi() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) show_marker() (pySPACE.tools.live.ipmarkers.MarkerAcquisitionThread method) showSpecs() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) ShuffleOperation (class in pySPACE.missions.operations.shuffle) ShuffleProcess (class in pySPACE.missions.operations.shuffle) shutdown() (pySPACE.tools.socket_logger.LogRecordSocketReceiver method) sig() (pySPACE.resources.dataset_defs.metric.BinaryClassificationDataset static method) sigma (pySPACE.missions.nodes.decorators.NormalParameter attribute) SigmoidTransformationNode (class in pySPACE.missions.nodes.postprocessing.score_transformation) Simple2DifferentiationNode (class in pySPACE.missions.nodes.preprocessing.differentiation) Simple5DifferentiationNode (class in pySPACE.missions.nodes.preprocessing.differentiation) SimpleDataTransformationTemplateNode (class in pySPACE.missions.nodes.templates) SimpleDifferentiationFeature (class in pySPACE.tests.unittests.nodes.feature_generation.test_time_domain_features) SimpleDifferentiationFeatureNode (class in pySPACE.missions.nodes.feature_generation.time_domain_features) SimpleLowPassFilterNode (class in pySPACE.missions.nodes.preprocessing.filtering) SimpleLowPassFilterTestCase (class in pySPACE.tests.unittests.nodes.preprocessing.test_filtering) SimpleResultCollection (class in pySPACE.environments.live.prediction) SimpleSinkTemplateNode (class in pySPACE.missions.nodes.templates) SimpleSourceTemplateNode (class in pySPACE.missions.nodes.templates) SimpleTimeSeriesSourceNode (class in pySPACE.missions.nodes.source.test_source_nodes) Sine (class in pySPACE.tests.utils.data.test_data_generation) single_node_testing() (in module pySPACE.tests.generic_unittest) SkewedChi2SamplerTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) skip_separator() (pySPACE.tools.gprof2dot.OprofileParser method) SleepNode (class in pySPACE.missions.nodes.debug.sleep)

SleepyParser (class in pySPACE.tools.gprof2dot) SlidingWindower (class in pySPACE.missions.support.windower) SlidingWindowSinkNode (class in pySPACE.missions.nodes.sink.classification_performance_sink) SocketMessenger (class in pySPACE.environments.live.communication.socket_messenger) SorSvmNode (class in pySPACE.missions.nodes.classification.svm_variants.SOR) sortResult() (pySPACE.tests.HTMLTestRunner.HTMLTestRunner method) SparseCoderTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) SparsePCATransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) SparseRandomProjectionTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) SparseXDAWNNode (class in pySPACE.missions.nodes.spatial_filtering.xdawn) SpatialFilteringNode (class in pySPACE.missions.nodes.spatial_filtering.spatial_filtering) SpecialPurposeFunctionsTemplate (class in pySPACE.missions.nodes.templates) SpecificUnittestSuite (class in pySPACE.tests.run_unittests) specs 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T

tag (pySPACE.resources.data_types.base.BaseData attribute) talk() (in module pySPACE.tools.socket_utils) tcp_run() (pySPACE.environments.live.communication.socket_messenger.SocketMessenger method) tearDown() (pySPACE.tests.unittests.nodes.preprocessing.test_filtering.FIRFilterTestCase method) (pySPACE.tests.unittests.nodes.preprocessing.test_subsampling.DecimationNodeTestCase method) (pySPACE.tests.unittests.nodes.preprocessing.test_subsampling.DownsamplingNodeTestCase method) tell_fitness() (pySPACE.missions.nodes.spatial_filtering.sensor_selection.EvolutionaryAlgorithm method) Template_mixin (class in pySPACE.tests.HTMLTestRunner) test_array() (pySPACE.tests.unittests.nodes.type_manipulation.test_type_conversion.Features2PredictionTestCase method) (pySPACE.tests.unittests.nodes.type_manipulation.test_type_conversion.Prediction2FeaturesTestCase method) test_channel_names() (pySPACE.tests.unittests.nodes.type_manipulation.test_type_conversion.FeatureVector2TimeSeriesTestCase method) test_channel_selection() (pySPACE.tests.unittests.nodes.spatial_filtering.test_channel_selection.ChannelNameSelectorTestCase method) test_chopping() (pySPACE.tests.unittests.nodes.preprocessing.test_window_func.WindowFuncTestCase method) test_conversion() (pySPACE.tests.unittests.nodes.type_manipulation.test_type_conversion.Feature2MonoTimeSeriesTestCase method) (pySPACE.tests.unittests.nodes.type_manipulation.test_type_conversion.MonoTimeSeries2FeatureTestCase method) test_convolving() (pySPACE.tests.unittests.nodes.preprocessing.test_window_func.WindowFuncTestCase method) test_csp() (pySPACE.tests.unittests.nodes.spatial_filtering.test_csp.CSPNodeCase method) test_cv_coverage_by_split() (pySPACE.tests.unittests.nodes.splitter.test_cv_splitter.CrossValidationSplitterTestCase method) test_cv_coverage_by_testdata() (pySPACE.tests.unittests.nodes.splitter.test_cv_splitter.CrossValidationSplitterTestCase method) test_cv_dependance_on_run_number() (pySPACE.tests.unittests.nodes.splitter.test_cv_splitter.CrossValidationSplitterTestCase method) test_cv_no_iterated_splitters() (pySPACE.tests.unittests.nodes.splitter.test_cv_splitter.CrossValidationSplitterTestCase method) test_cv_reproducibility() (pySPACE.tests.unittests.nodes.splitter.test_cv_splitter.CrossValidationSplitterTestCase method) test_cv_train_test_seperation() (pySPACE.tests.unittests.nodes.splitter.test_cv_splitter.CrossValidationSplitterTestCase method) test_dataflow_from_yaml() (pySPACE.tests.unittests.test_node_chain_factory.NodeChainFactoryTestCase method) test_decimation() (pySPACE.tests.unittests.nodes.preprocessing.test_subsampling.DecimationNodeTestCase method) test_decimation_fir() (pySPACE.tests.unittests.nodes.preprocessing.test_subsampling.DecimationNodeTestCase method) test_detrending() (pySPACE.tests.unittests.nodes.preprocessing.test_normalization.DetrendingTestCase method) test_devariancing() (pySPACE.tests.unittests.nodes.preprocessing.test_normalization.DevariancingTestCase method) test_equal_vectors() (pySPACE.tests.unittests.data_types.test_feature_vector.FeatureVectorTestCase method) test_euclideanstandardization() (pySPACE.tests.unittests.nodes.preprocessing.test_normalization.EuclideanNormalizationTestCase method) test_execution() (pySPACE.tests.generic_unittest.GenericTestCase method) test_fda() (pySPACE.tests.unittests.nodes.classification.test_linear_classifier.FDAClassifierTestCase method) (pySPACE.tests.unittests.nodes.spatial_filtering.test_fda.FDAFilterTestCase method) test_fft_band__pass_filtering() (pySPACE.tests.unittests.nodes.preprocessing.test_filtering.FFTBandPassFilterTestCase method) test_filter_a() (pySPACE.tests.unittests.nodes.feature_selection.test_feature_filter.FeatureNameFilterTestCase method) test_filter_a_and_c4_a() (pySPACE.tests.unittests.nodes.feature_selection.test_feature_filter.FeatureNameFilterTestCase method) test_gaussian_normalization() (pySPACE.tests.unittests.nodes.postprocessing.test_feature_normalization.GaussianFeatureNormalizationTestCase method) test_generate_tag() (pySPACE.tests.unittests.data_types.test_time_series.TimeSeriesTestCase method) test_get_channel() (pySPACE.tests.unittests.data_types.test_time_series.TimeSeriesTestCase method) test_get_feature_names() (pySPACE.tests.unittests.data_types.test_feature_vector.FeatureVectorTestCase method) test_has_documentation() (pySPACE.tests.generic_unittest.GenericTestCase method) test_has_exemplary_call() (pySPACE.tests.generic_unittest.GenericTestCase method) test_histogram_normalization() (pySPACE.tests.unittests.nodes.postprocessing.test_feature_normalization.HistogramFeatureNormalizationTestCase method) test_initialize() (pySPACE.tests.generic_unittest.GenericTestCase method) test_input() (pySPACE.tests.unittests.nodes.spatial_filtering.test_xdawn.XDAWNTestCase method) test_input_output() (pySPACE.tests.generic_unittest.InputOutputTestCase method) test_inverse_channel_selection() (pySPACE.tests.unittests.nodes.spatial_filtering.test_channel_selection.ChannelNameSelectorTestCase method) test_label() (pySPACE.tests.unittests.nodes.type_manipulation.test_type_conversion.Features2PredictionTestCase method) test_left_channels_big() (pySPACE.tests.unittests.nodes.spatial_filtering.test_rereferencing.LaplacianReferenceTestCase method) test_left_channels_small() (pySPACE.tests.unittests.nodes.spatial_filtering.test_rereferencing.LaplacianReferenceTestCase method) test_linear_fit() (pySPACE.tests.unittests.nodes.feature_generation.test_time_domain_features.LocalStraightLineFeature method) test_localstandardization() (pySPACE.tests.unittests.nodes.preprocessing.test_normalization.LocalStandardizationTestCase method) test_low_pass_filtering() (pySPACE.tests.unittests.nodes.preprocessing.test_filtering.SimpleLowPassFilterTestCase method) test_maximumstandardization() (pySPACE.tests.unittests.nodes.preprocessing.test_normalization.MaximumStandardizationTestCase method) test_memorystandardization() (pySPACE.tests.unittests.nodes.preprocessing.test_normalization.MemoryStandardizationTestCase method) (pySPACE.tests.unittests.nodes.preprocessing.test_normalization.SubsetNormalizationTestCase method) test_ms_to_samples() (pySPACE.tests.unittests.data_types.test_time_series.TimeSeriesTestCase method) test_name() (pySPACE.tests.unittests.nodes.type_manipulation.test_type_conversion.Prediction2FeaturesTestCase method) test_no_change() (pySPACE.tests.unittests.nodes.postprocessing.test_feature_normalization.GaussianFeatureNormalizationTestCase method) (pySPACE.tests.unittests.nodes.postprocessing.test_feature_normalization.HistogramFeatureNormalizationTestCase method) test_no_outliers() (pySPACE.tests.unittests.nodes.postprocessing.test_feature_normalization.OutlierFeatureNormalizationTestCase method) test_normalization() (pySPACE.tests.unittests.nodes.postprocessing.test_feature_normalization.EuclideanFeatureNormalizationTestCase method) (pySPACE.tests.unittests.nodes.postprocessing.test_feature_normalization.InfinityNormFeatureVisualizationTestCase method) test_one_window() (pySPACE.tests.unittests.nodes.preprocessing.test_window_func.WindowFuncTestCase method) test_ordering() (pySPACE.tests.unittests.nodes.feature_generation.test_time_domain_features.TimeDomainFeaturesTestCase method) test_output() (pySPACE.tests.generic_unittest.OutputTestCase method) test_PredictionVector() (pySPACE.tests.unittests.data_types.test_prediction_vector.PredictionVectorTestCase method) test_random_split() (pySPACE.tests.unittests.nodes.splitter.test_traintest_splitter.TrainTestSplitterTestCase method) test_repalce_data() (pySPACE.tests.unittests.data_types.test_time_series.TimeSeriesTestCase method) test_replace_data() (pySPACE.tests.unittests.data_types.test_feature_vector.FeatureVectorTestCase method) test_retrain() (pySPACE.missions.nodes.base_node.BaseNode method) test_reverse_split() (pySPACE.tests.unittests.nodes.splitter.test_traintest_splitter.TrainTestSplitterTestCase method) test_samples_to_ms() (pySPACE.tests.unittests.data_types.test_time_series.TimeSeriesTestCase method) test_sampling_frequency() (pySPACE.tests.unittests.nodes.type_manipulation.test_type_conversion.FeatureVector2TimeSeriesTestCase method) test_sd_feature() (pySPACE.tests.unittests.nodes.feature_generation.test_time_domain_features.SimpleDifferentiationFeature method) test_selected_channelnames() (pySPACE.tests.unittests.nodes.preprocessing.test_normalization.DetrendingTestCase method) test_set_feature_names() (pySPACE.tests.unittests.data_types.test_feature_vector.FeatureVectorTestCase method) test_shape_distance_matrix() (pySPACE.tests.unittests.nodes.spatial_filtering.test_rereferencing.LaplacianReferenceTestCase method) test_specgram_band_pass() (pySPACE.tests.unittests.nodes.preprocessing.test_filtering.SimpleLowPassFilterTestCase method) test_specgram_low_pass() (pySPACE.tests.unittests.nodes.preprocessing.test_filtering.SimpleLowPassFilterTestCase method) test_split() (pySPACE.tests.unittests.nodes.splitter.test_all_train_splitter.AllTrainSplitterTestCase method)

test_subsampling() (pySPACE.tests.unittests.nodes.preprocessing.test_subsampling.SubsamplingTestCase method) test_td_features() (pySPACE.tests.unittests.nodes.feature_generation.test_time_domain_features.TimeDomainFeaturesTestCase method) test_tdd_feature() (pySPACE.tests.unittests.nodes.feature_generation.test_time_domain_features.TimeDomainDifferenceFeatureTestCase method) test_time_series_storing() (pySPACE.tests.unittests.nodes.sink.test_time_series_sink.TimeSeriesSinkTestCase method) test_TimeSeries() (pySPACE.tests.unittests.nodes.type_manipulation.test_type_conversion.FeatureVector2TimeSeriesTestCase method) test_window_definitions_from_yaml() (pySPACE.tests.unittests.test_node_chain_factory.NodeChainFactoryTestCase method) test_with_outliers() (pySPACE.tests.unittests.nodes.postprocessing.test_feature_normalization.OutlierFeatureNormalizationTestCase method) test_zero_window() (pySPACE.tests.unittests.nodes.preprocessing.test_window_func.WindowFuncTestCase method) testInheritAndAddStuff() (pySPACE.tests.unittests.data_types.test_base.BaseDataTestCase method) testKey() (pySPACE.tests.unittests.data_types.test_base.BaseDataTestCase method) TestProgram (class in pySPACE.tests.HTMLTestRunner) testReordering() (pySPACE.tests.unittests.nodes.preprocessing.test_reorder_memory.ReorderMemoryTestCase method) testSimpleDownsampling() (pySPACE.tests.unittests.nodes.preprocessing.test_subsampling.DownsamplingNodeTestCase method) testSpecs() (pySPACE.tests.unittests.data_types.test_base.BaseDataTestCase method) testTag() (pySPACE.tests.unittests.data_types.test_base.BaseDataTestCase method) TestTimeSeriesGenerator (class in pySPACE.tests.utils.data.test_data_generation) testTimeShifting() (pySPACE.tests.unittests.nodes.preprocessing.test_filtering.FIRFilterTestCase method) TfidfTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) TfidfVectorizerTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) TheilSenRegressorSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) Theme (class in pySPACE.tools.gprof2dot) themes (pySPACE.tools.gprof2dot.Main attribute) ThresholdOptimizationNode (class in pySPACE.missions.nodes.postprocessing.threshold_optimization) time2index() (pySPACE.tools.live.eeg_stream.EEGClientUsb method) time_series_conversion() (pySPACE.missions.nodes.type_manipulation.float_conversion.Int2FloatNode method) (pySPACE.missions.nodes.type_manipulation.float_conversion.NaN2NumberNode method) TimeDomainDifferenceFeatureNode (class in pySPACE.missions.nodes.feature_generation.time_domain_features) TimeDomainDifferenceFeatureTestCase (class in pySPACE.tests.unittests.nodes.feature_generation.test_time_domain_features) TimeDomainFeaturesNode (class in pySPACE.missions.nodes.feature_generation.time_domain_features) TimeDomainFeaturesTestCase (class in pySPACE.tests.unittests.nodes.feature_generation.test_time_domain_features) TimeoutException (class in pySPACE.missions.nodes.classification.base) 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(pySPACE.missions.nodes.classification.svm_variants.brmm.RMM2Node method) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode method) trace_id_re (pySPACE.tools.gprof2dot.HProfParser attribute) trace_re (pySPACE.tools.gprof2dot.HProfParser attribute) train() (pySPACE.environments.chains.node_chain.NodeChain method) (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) (pySPACE.missions.nodes.classification.one_class.LibsvmOneClassNode method) (pySPACE.missions.nodes.classification.one_class.OneClassClassifierBase method) (pySPACE.missions.nodes.classification.svm_variants.ORMM.OcRmmNode method) (pySPACE.missions.nodes.classification.svm_variants.ORMM.OcRmmPerceptronNode method) (pySPACE.missions.nodes.classification.svm_variants.brmm.RmmPerceptronNode method) (pySPACE.run.launch_live.LiveController method) train_sweep() (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.source.external_generator_source.ExternalGeneratorSourceNode method) (pySPACE.missions.nodes.source.feature_vector_source.FeatureVectorSourceNode method) (pySPACE.missions.nodes.source.prediction_vector_source.PredictionVectorSourceNode method) (pySPACE.missions.nodes.source.time_series_source.TimeSeriesSourceNode method) (pySPACE.missions.nodes.splitter.all_train_splitter.AllTrainSplitterNode method) (pySPACE.missions.nodes.splitter.cv_splitter.CrossValidationSplitterNode method) (pySPACE.missions.nodes.splitter.traintest_splitter.TrainTestSplitterNode method) (pySPACE.missions.nodes.splitter.transfer_splitter.TransferSplitterNode method) TrainableAlgorithmTemplateNode (class in pySPACE.missions.nodes.templates) trained() (pySPACE.environments.chains.node_chain.NodeChain method) training_fct() (pySPACE.environments.live.trainer.LiveTrainer method) TrainingException (class in pySPACE.missions.nodes.base_node) TrainingFinishedException (class in pySPACE.missions.nodes.base_node) TrainTestSplitterNode (class in pySPACE.missions.nodes.splitter.traintest_splitter) TrainTestSplitterTestCase (class in pySPACE.tests.unittests.nodes.splitter.test_traintest_splitter) transfer_Key_Dataset_to_parameters() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary static method) TransferSplitterNode (class in pySPACE.missions.nodes.splitter.transfer_splitter) transform() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary method) translate() (pySPACE.tools.gprof2dot.GprofParser method) translate_weka_key_schemes() (pySPACE.resources.dataset_defs.performance_result.PerformanceResultSummary static method) Triangle (class in pySPACE.tests.utils.data.test_data_generation) triggered_queue_filler_training() (pySPACE.environments.live.trainer.LiveTrainer method) TruncatedSVDTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes)

U

UnaryPA0Node (class in pySPACE.missions.nodes.classification.svm_variants.ORMM) UnaryPA1Node (class in pySPACE.missions.nodes.classification.svm_variants.ORMM) UnaryPA2Node (class in pySPACE.missions.nodes.classification.svm_variants.ORMM) UndefinedEvent (class in pySPACE.tools.gprof2dot) undo_registration() (pySPACE.environments.live.communication.adrf_messenger.AdrfMessenger method) UniformParameter (class in pySPACE.missions.nodes.decorators) UniformParameter.Uniform (class in pySPACE.missions.nodes.decorators) unique_id (pySPACE.missions.operations.weka_classification.WEKAClassificationProcess attribute) uniquify_list() (in module pySPACE.missions.nodes.type_manipulation.type_conversion) UnknownDatasetTypeException (class in pySPACE.resources.dataset_defs.base) unPickle() (pySPACE.tools.socket_logger.LogRecordStreamHandler method) UnsupervisedRetrainingFlowNode (class in pySPACE.missions.nodes.meta.flow_node) update() (pySPACE.tools.progressbar.Bar method) (pySPACE.tools.progressbar.ETA method) (pySPACE.tools.progressbar.FileTransferSpeed method) (pySPACE.tools.progressbar.Percentage method) (pySPACE.tools.progressbar.ProgressBar method) (pySPACE.tools.progressbar.ProgressBarWidget method) (pySPACE.tools.progressbar.ProgressBarWidgetHFill method) (pySPACE.tools.progressbar.ReverseBar method) (pySPACE.tools.progressbar.RotatingMarker method) update_classification_function() (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM2Node method) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode method)

update_comment() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) update_confusion_matrix() (pySPACE.resources.dataset_defs.metric.BinaryClassificationDataset static method) (pySPACE.resources.dataset_defs.metric.MultinomialClassificationDataset static method) update_data() (pySPACE.missions.nodes.classification.svm_variants.brmm.RMM2Node method) update_from_history() (pySPACE.missions.nodes.classification.svm_variants.brmm.RmmPerceptronNode method) update_help() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) update_loss_values() (pySPACE.resources.dataset_defs.metric.BinaryClassificationDataset static method) update_marker() (pySPACE.resources.dataset_defs.stream.CsvReader method) update_meta_data() (pySPACE.resources.dataset_defs.base.BaseDataset method) update_subentries_dict() (pySPACE.tools.gprof2dot.OprofileParser method) updateFileName() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) use_next_split() (pySPACE.environments.chains.node_chain.BenchmarkNodeChain method) (pySPACE.missions.nodes.base_node.BaseNode method) (pySPACE.missions.nodes.source.external_generator_source.ExternalGeneratorSourceNode method) (pySPACE.missions.nodes.source.feature_vector_source.FeatureVectorSourceNode method) (pySPACE.missions.nodes.source.prediction_vector_source.PredictionVectorSourceNode method) (pySPACE.missions.nodes.source.time_series_source.TimeSeriesSourceNode method) (pySPACE.missions.nodes.splitter.all_train_splitter.AllTrainSplitterNode method) (pySPACE.missions.nodes.splitter.cv_splitter.CrossValidationSplitterNode method) (pySPACE.missions.nodes.splitter.traintest_splitter.TrainTestSplitterNode method) (pySPACE.missions.nodes.splitter.transfer_splitter.TransferSplitterNode method) (pySPACE.missions.nodes.templates.SimpleSourceTemplateNode method)

V

v2d() (pySPACE.missions.nodes.meta.parameter_optimization.PatternSearchNode method) validate() (pySPACE.tools.gprof2dot.Profile method) validateNodesandParams() (pySPACE.run.gui.node_chain_GUI.ConfDialog method) variance() (pySPACE.missions.nodes.preprocessing.filtering.VarianceFilterNode method) VarianceFilterNode (class in pySPACE.missions.nodes.preprocessing.filtering)

VarianceThresholdTransformerSklearnNode (class in pySPACE.missions.nodes.scikit_nodes) VisualizationBase (class in pySPACE.missions.nodes.visualization.base) visualize() (pySPACE.missions.nodes.classification.base.RegularizedClassifierBase method) (pySPACE.missions.nodes.classification.svm_variants.SOR.SorSvmNode method) (pySPACE.missions.nodes.classification.svm_variants.external.LibSVMClassifierNode method) VotingClassifierSklearnNode (class in pySPACE.missions.nodes.scikit_nodes)

W

WekaClassificationOperation (class in pySPACE.missions.operations.weka_classification) WEKAClassificationProcess (class in pySPACE.missions.operations.weka_classification) WekaFilterOperation (class in pySPACE.missions.operations.weka_filter) WEKAFilterProcess (class in pySPACE.missions.operations.weka_filter) WHITE (pySPACE.tools.logging_stream_colorer.COLORS attribute) window_definitions_from_yaml() (pySPACE.missions.support.windower.WindowFactory static method) window_stream() (pySPACE.missions.nodes.meta.stream_windowing.StreamWindowingNode method) Windower (class in pySPACE.missions.support.windower) WindowFactory (class in pySPACE.missions.support.windower) WindowFuncNode (class in pySPACE.missions.nodes.preprocessing.window_func) WindowFuncTestCase (class in pySPACE.tests.unittests.nodes.preprocessing.test_window_func)

wrap_function_name() (pySPACE.tools.gprof2dot.Main method) wrap_scikit_algorithms() (in module pySPACE.missions.nodes.scikit_nodes) wrap_scikit_classifier() (in module pySPACE.missions.nodes.scikit_nodes) wrap_scikit_predictor() (in module pySPACE.missions.nodes.scikit_nodes) wrap_scikit_transformer() (in module pySPACE.missions.nodes.scikit_nodes) write() (pySPACE.tests.HTMLTestRunner.OutputRedirector method) (pySPACE.tools.gprof2dot.DotWriter method) write_data() (pySPACE.environments.live.recorder.Recorder method) write_graph() (pySPACE.tools.gprof2dot.Main method) write_header() (pySPACE.environments.live.recorder.Recorder method) write_md_file() (in module pySPACE.run.scripts.md_creator) writelines() (pySPACE.tests.HTMLTestRunner.OutputRedirector method)

X

XDAWNNode (class in pySPACE.missions.nodes.spatial_filtering.xdawn) XDAWNTestCase (class in pySPACE.tests.unittests.nodes.spatial_filtering.test_xdawn) XmlParser (class in pySPACE.tools.gprof2dot)

XmlToken (class in pySPACE.tools.gprof2dot) XmlTokenizer (class in pySPACE.tools.gprof2dot) XmlTokenMismatch (class in pySPACE.tools.gprof2dot) XPerfParser (class in pySPACE.tools.gprof2dot)

Y

YAML	YELLOW (pySPACE.tools.logging_stream_colorer.COLORS attribute)

Z

Zero (class in pySPACE.tests.utils.data.test_data_generation)