clip

Module: missions.nodes.preprocessing.clip

Clip all values to a certain range of values

Inheritance diagram for pySPACE.missions.nodes.preprocessing.clip:

ClipNode

class pySPACE.missions.nodes.preprocessing.clip.ClipNode(min_threshold=None, max_threshold=None, **kwargs)

Bases: pySPACE.missions.nodes.base_node.BaseNode

Clip all values to a certain range of values

Clip all values to a certain range of values. The values above and below that range are set to the maximum/minimum value.

Parameters

min_threshold:

All values below this threshold are set to min_threshold.

(optional, default: -numpy.inf)

max_threshold:

All values above this threshold are set to max_threshold.

(optional, default: numpy.inf)

Exemplary Call

-
    node : Clip
    parameters :
        min_threshold : -250
        max_threshold : 250

Authors:

Hendrik Woehrle (hendrik.woehrle@dfki.de)

Created:

2013/03/08

POSSIBLE NODE NAMES:  

• ClipNode
• Clip

POSSIBLE INPUT TYPES:  

• TimeSeries

Class Components Summary

_execute(data)	Apply the scaling to the given data x and return a new time series.
input_types

__init__(min_threshold=None, max_threshold=None, **kwargs)

_execute(data)

Apply the scaling to the given data x and return a new time series.

input_types = ['TimeSeries']