adaptation

Module: environments.live.adaptation

Script for running threshold adaptation

Inheritance diagram for pySPACE.environments.live.adaptation:

LiveAdaptor

class pySPACE.environments.live.adaptation.LiveAdaptor

Bases: object

The class that performs the threshold to a given cost function in order to scale the relation of false positives to false negatives.

Class Components Summary

adaptation_fct(key)	A function that is executed in a separate thread
copy_flow(key)
is_adaptation_active()	Returns whether adaptation is finished or still running
load_model(directory, datasets)	Load only the model
prepare_adaptation(adaptation_files, datasets)	Prepares the threshold adaptation.
queue_filler(data, label, key)
set_eeg_stream_manager(stream_manager)
start_adaptation()	Adapts the threshold to a specified error function
stop_adaptation()	Force the end of the adaptation
stream_data(key)	A function that forwards the data to the worker threads

__init__()

set_eeg_stream_manager(stream_manager)

load_model(directory, datasets)

Load only the model

copy_flow(key)

prepare_adaptation(adaptation_files, datasets, nullmarker_stride_ms=None)

Prepares the threshold adaptation.

queue_filler(data, label, key)

adaptation_fct(key)

A function that is executed in a separate thread

stream_data(key)

A function that forwards the data to the worker threads

start_adaptation()

Adapts the threshold to a specified error function

is_adaptation_active()

Returns whether adaptation is finished or still running

stop_adaptation()

Force the end of the adaptation

__weakref__

list of weak references to the object (if defined)