NumPyro Logo
0.4.1

Modeling:

  • Pyro Primitives
  • Effect Handlers

Distributions:

  • Base Distribution
  • Continuous Distributions
  • Discrete Distributions
  • Directional Distributions
  • TensorFlow Distributions
  • Constraints
  • Transforms
  • Flows

Inference:

  • Markov Chain Monte Carlo (MCMC)
  • Stochastic Variational Inference (SVI)
  • Automatic Guide Generation
  • Reparameterizers
  • Funsor-based NumPyro
  • Optimizers
  • Diagnostics
  • Runtime Utilities
  • Inference Utilities
NumPyro
  • Docs »
  • Overview: module code

All modules for which code is available

  • numpyro.contrib.control_flow.scan
  • numpyro.contrib.funsor.enum_messenger
  • numpyro.contrib.funsor.infer_util
  • numpyro.contrib.indexing
  • numpyro.contrib.module
  • numpyro.contrib.tfp.distributions
  • numpyro.contrib.tfp.mcmc
  • numpyro.diagnostics
  • numpyro.distributions.conjugate
  • numpyro.distributions.constraints
  • numpyro.distributions.continuous
  • numpyro.distributions.directional
  • numpyro.distributions.discrete
  • numpyro.distributions.distribution
  • numpyro.distributions.flows
  • numpyro.distributions.transforms
  • numpyro.distributions.util
  • numpyro.handlers
  • numpyro.infer.autoguide
  • numpyro.infer.elbo
  • numpyro.infer.hmc
  • numpyro.infer.hmc_util
  • numpyro.infer.initialization
  • numpyro.infer.mcmc
  • numpyro.infer.reparam
  • numpyro.infer.sa
  • numpyro.infer.svi
  • numpyro.infer.util
  • numpyro.optim
  • numpyro.primitives
  • numpyro.util

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