tf_privacy.linearly_separable_labeled_examples

Generates num_examples labeled examples using separator given by weights.

tf_privacy.linearly_separable_labeled_examples(
    num_examples: int, weights: np.ndarray
) -> RegressionDataset

Args
`num_examples`	number of labeled examples to generate.
`weights`	dimension by num_classes matrix containing coefficients of linear separator, where dimension is the dimension and num_classes is the number of classes.

Returns
RegressionDataset consisting of points and labels. Each point has unit l2-norm.

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Last updated 2024-02-16 UTC.

Args