slsvd2.data2

Functions

gram_schmidt(matrix)
generate_data_2_way(n, d, rank[, random_seed])	Generate binary data matrix.

Module Contents

slsvd2.data2.gram_schmidt(matrix)

slsvd2.data2.generate_data_2_way(n, d, rank, random_seed=123)

Generate binary data matrix.

Parameters:

• n (integer) – The number of data points.

• d (integer) – The number of features.

• rank (integer) – The number of rank.

• random_seed (integer) – Random seed to ensure reproducibility.

Returns:

X – Binary data matrix of shape (n, d).

Return type:

ndarray

Examples

>>> from slsvd2.data2 import generate_data_2_way
>>> generate_data_2_way(n=50, d=100, rank=2, random_seed=123)