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
- Numpy >= 1.9.2 www.numpy.org
- Scipy >= 0.15.1 www.scipy.org
Prefered
- Theano >= 0.7
- matplotlib >= 1.4.3