GaussianMixtureModel.sample¶
- GaussianMixtureModel.sample(num_datapoints)[source]¶
Samples the provided number of datapoints from the GMM.
- Parameters:
num_datapoints (
int) -- The number of datapoints to sample.- Return type:
- Returns:
A tensor of shape
[num_datapoints, num_features]with the random samples.
Attention
This method does not automatically perform batching. If you need to sample many datapoints, call this method multiple times.