API reference¶
The API reference is organized by import namespace. The top-level
gmm_divergence module is a curated convenience layer for common objects and
primary functions. Configuration classes live in the namespace pages.
| Page | Import namespace | Contents |
|---|---|---|
| Top-level API | gmm_divergence |
Root exports: common classes, helper functions, and results |
| Distributions | gmm_divergence.distributions |
Gaussian-family metadata not exported at the root |
| Divergence | gmm_divergence.divergence |
Estimator configuration |
| Fitting | gmm_divergence.fitting |
Objectives, optimizers, and selectors |
| Sampling | gmm_divergence.sampling |
Sample specifications used by Monte Carlo estimators |
| Covariance | gmm_divergence.covariance |
Covariance regularization and epsilon heuristics |
For day-to-day use, import the package once:
Then access configuration objects through namespaces such as
gd.divergence.MonteCarlo, gd.sampling.Draw, and gd.fitting.ForwardKL.