api_reference.rst

API Reference

Model

This reference provides detailed documentation for all modules, classes, and methods in the current release of PyMC experimental.

.. currentmodule:: pymc_extras

.. autosummary::
   :toctree: generated/

   as_model
   MarginalModel
   marginalize
   model_builder.ModelBuilder
   opt_sample

Inference

.. currentmodule:: pymc_extras.inference

.. autosummary::
   :toctree: generated/

   fit

Distributions

.. currentmodule:: pymc_extras.distributions

.. autosummary::
   :toctree: generated/

   Chi
   Maxwell
   DiscreteMarkovChain
   GeneralizedPoisson
   BetaNegativeBinomial
   GenExtreme
   R2D2M2CP
   Skellam
   histogram_approximation

Utils

.. currentmodule:: pymc_extras.utils

.. autosummary::
   :toctree: generated/

   spline.bspline_interpolation
   prior.prior_from_idata

Statespace Models

.. automodule:: pymc_extras.statespace

.. toctree::
   :maxdepth: 1

   statespace/core
   statespace/filters
   statespace/models

Model Transforms

.. automodule:: pymc_extras.model.transforms

.. autosummary::
   :toctree: generated/

   autoreparam.vip_reparametrize
   autoreparam.VIP

Printing

.. currentmodule:: pymc_extras.printing

.. autosummary::
   :toctree: generated/

   model_table