bb6a0c5bf4c57da967edca44b585c47069ce9f5c,tensorly/decomposition/symmetric_parafac.py,,symmetric_parafac_power_iteration,#Any#Any#Any#Any#Any#,76

Before Change

    for i in range(rank):
        eigenval, eigenvec, deflated = symmetric_power_iteration(tensor, n_repeat=n_repeat, n_iteration=n_iteration, verbose=verbose)
        factor[:, i] = eigenvec
        weigths[i] = eigenval
        tensor = deflated

    return weigths, factor

After Change

    for i in range(rank):
        eigenval, eigenvec, deflated = symmetric_power_iteration(tensor, n_repeat=n_repeat, n_iteration=n_iteration, verbose=verbose)
        factor = tl.index_update(factor, tl.index[:, i], eigenvec)
        weigths = tl.index_update(weigths, tl.index[i], eigenval)
        tensor = deflated

    return weigths, factor

Instances