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spikar/ICA.py

Created June 23, 2019 13:19
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ICA.py
# TODO: Import FastICA
from sklearn.decomposition import FastICA
# TODO: Initialize FastICA with n_components=3
ica = FastICA(n_components=3)
# TODO: Run the FastICA algorithm using fit_transform on dataset X
ica_result = ica.fit_transform(X)
ica_result.shape
result_signal_1 = ica_result[:,0]
result_signal_2 = ica_result[:,1]
result_signal_3 = ica_result[:,2]
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