GaussianMixture.sample

GaussianMixture.sample(num_datapoints)[source]

Samples datapoints from the fitted Gaussian mixture.

Parameters

num_datapoints (int) -- The number of datapoints to sample.

Return type

Tensor

Returns

A tensor of shape [num_datapoints, dim] providing the samples.

Note

This method does not parallelize across multiple processes, i.e. performs no synchronization.