dimensionality_reduction.py 文件源码

def SVD_results(data, n_comps=None):
    svd = SVD(n_components=n_comps)
    model = svd.fit(data)
    out_data = {'model' : model, 'reconstruction error': svd.reconstruction_err_ }
    return 'SVD', out_data