API Reference *************** This reference provides detailed documentation for all modules, classes, and methods in the current release of PyMC experimental. .. currentmodule:: pymc_experimental .. autosummary:: :toctree: generated/ as_model MarginalModel model_builder.ModelBuilder Inference ========= .. currentmodule:: pymc_experimental.inference .. autosummary:: :toctree: generated/ fit Distributions ============= .. currentmodule:: pymc_experimental.distributions .. autosummary:: :toctree: generated/ Chi Maxwell DiscreteMarkovChain GeneralizedPoisson BetaNegativeBinomial GenExtreme R2D2M2CP Skellam histogram_approximation Utils ===== .. currentmodule:: pymc_experimental.utils .. autosummary:: :toctree: generated/ spline.bspline_interpolation prior.prior_from_idata Statespace Models ================= .. automodule:: pymc_experimental.statespace .. toctree:: :maxdepth: 1 statespace/core statespace/filters statespace/models Model Transforms ================ .. automodule:: pymc_experimental.model.transforms .. autosummary:: :toctree: generated/ autoreparam.vip_reparametrize autoreparam.VIP