legendre_decomp.dataset#

Functions#

build_coil([N, W, H, redownload])

draw_coil(Q, scaleX)

draw_coil_recons(Q, scaleX)

build_random(N, order[, low, high])

build_random_diff_size(order[, low, high])

build_movielens([movie_thresh, user_thresh])

build_matrix_train_factor([low, high, M, order, ...])

build_matrix_train_factor_diff_size([low, high, ...])

build_matrix_ring_factor([low, high, M, order])

build_matrix_ring_factor_diff_size([low, high, order])

build_bmatrix_train_factor([prob, M, order, independent])

build_bmatrix_train_factor_diff_size([prob, order, ...])

build_bmatrix_ring_factor([prob, M, order])

build_bmatrix_ring_factor_diff_size([prob, order])

Module Contents#

legendre_decomp.dataset.build_coil(N=5, W=32, H=32, redownload=False)#
legendre_decomp.dataset.draw_coil(Q, scaleX)#
legendre_decomp.dataset.draw_coil_recons(Q, scaleX)#
legendre_decomp.dataset.build_random(N, order, low=0.0, high=0.1)#
legendre_decomp.dataset.build_random_diff_size(order, low=0.0, high=0.1)#
legendre_decomp.dataset.build_movielens(movie_thresh=100, user_thresh=20)#
legendre_decomp.dataset.build_matrix_train_factor(low=0.0, high=0.1, M=3, order=3, independent=None)#
legendre_decomp.dataset.build_matrix_train_factor_diff_size(low=0.0, high=0.1, order=3, independent=None)#
legendre_decomp.dataset.build_matrix_ring_factor(low=0.0, high=0.1, M=3, order=3)#
legendre_decomp.dataset.build_matrix_ring_factor_diff_size(low=0.0, high=0.1, order=3)#
legendre_decomp.dataset.build_bmatrix_train_factor(prob=0.5, M=3, order=3, independent=None)#
legendre_decomp.dataset.build_bmatrix_train_factor_diff_size(prob=0.5, order=3, independent=None)#
legendre_decomp.dataset.build_bmatrix_ring_factor(prob=0.5, M=3, order=3)#
legendre_decomp.dataset.build_bmatrix_ring_factor_diff_size(prob=0.5, order=3)#