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Independent Component Analysis

Python version of INFOMAX Independent component analysis. Ported from http://sccn.ucsd.edu/~scott/ica.html

Installation

pip install ica

How to use

from ica import ica1
A,S,W = ica1(X, n_components)

Where, ica1 is the infomax ICA in function format. The input X is a numpy array and n_components is the number of components to estimate

See use example in here

Minimum Requirements

Prefered

  • Theano >= 0.7
  • matplotlib >= 1.4.3