.. toctree::
:maxdepth: 1
getting_started
.. toctree::
:maxdepth: 1
:caption: API and Developer Reference
primitives
distributions
infer
handlers
contrib
Change Log <https://github.com/pyro-ppl/numpyro/releases>
.. nbgallery::
:maxdepth: 1
:caption: Introductory Tutorials
:name: introductory-tutorials
tutorials/bayesian_regression
tutorials/bayesian_hierarchical_linear_regression
examples/baseball
examples/vae
examples/funnel
examples/stochastic_volatility
examples/prodlda
tutorials/variationally_inferred_parameterization
tutorials/model_rendering
tutorials/bad_posterior_geometry
tutorials/truncated_distributions
tutorials/censoring
tutorials/hsgp_example
tutorials/other_samplers
.. nbgallery::
:maxdepth: 1
:caption: Discrete Latent Variables
:name: discrete-latent-variables
tutorials/gmm
examples/toy_mixture_model_discrete_enumeration
examples/annotation
examples/hmm_enum
examples/capture_recapture
examples/gaussian_shells
tutorials/discrete_imputation
.. nbgallery::
:maxdepth: 1
:caption: Applications
:name: applications
tutorials/time_series_forecasting
tutorials/ordinal_regression
tutorials/bayesian_imputation
examples/gp
examples/bnn
examples/dais_demo
examples/sparse_regression
examples/horseshoe_regression
examples/proportion_test
examples/ucbadmit
examples/hmm
examples/hsgp
tutorials/hsgp_nd_example
examples/ode
tutorials/lotka_volterra_multiple
examples/neutra
examples/thompson_sampling
tutorials/bayesian_hierarchical_stacking
examples/ssbvm_mixture
examples/ar2
examples/holt_winters
examples/mortality
examples/zero_inflated_poisson
examples/cvae
tutorials/tbip
examples/var2
.. nbgallery::
:maxdepth: 1
:caption: Other Inference Algorithms
:name: other-inference-algorithms
examples/covtype
examples/hmcecs
examples/stein_bnn
examples/stein_dmm