ICA.py

from sklearn.datasets import load_digits
import numpy as np

def zero_center(X):
    return X - np.mean(X, axis=0)

digits_data = digits = load_digits()
x = zero_center(digits_data["data"].astype(np.float64))
np.random.shuffle(x)
print(x.shape)