from sklearn.decomposition import FastICA

# Assuming X is your input data

 # Specify the number of components you want to extract
ica = FastICA(n_components=2)

# X_ica contains the extracted features with reduced dimensionality
X_ica = ica.fit_transform(X)

        __
        __