def destructure_x(x, return_t=False):
X_, t = x[:-y.size].reshape(X.shape), x[-y.size:]
y_ = sigmoid(t)
return (X_, y_, t) if return_t else (X_, y_)
def destructure_x(x, return_ts=False):
Xs = list(x[:N * X_size].reshape((N,) + X_shape))
ts = x[N* X_size:].reshape(N, y_size)
ys = list(sigmoid(ts))
return (Xs, ys, ts) if return_ts else (Xs, ys)