PartialMixture¶
- class compressed_kde.PartialMixture¶
Bases:
pybind11_objectPartially evaluated mixture class.
Attributes Summary
Number of components in partially evaluated density.
Number of partially evaluated samples.
Array shape of partially evaluated samples.
Methods Summary
complete(samples)Complete partial probabilities with remaining part of samples.
marginal()Compute marginal probabilities.
Parent mixture.
Retrieve precomputed partial log probabilities.
Attributes Documentation
- ncomponents¶
Number of components in partially evaluated density.
- nsamples¶
Number of partially evaluated samples.
- partial_shape¶
Array shape of partially evaluated samples.
Methods Documentation
- complete(samples) array¶
Complete partial probabilities with remaining part of samples.
- Parameters
samples ((n,ndim) array) – Partial samples to complete evaluation of mixture
- Return type
(n, …) ndarray
- marginal() array¶
Compute marginal probabilities.
- Return type
ndarray
- mixture()¶
Parent mixture.
- partial_logp() array¶
Retrieve precomputed partial log probabilities.
- Return type
(ncomponents,nsamples) array