NumPyro Logo
0.6.0
  • Getting Started with NumPyro

API and Developer Reference

  • API Reference
  • Change Log

Introductory Tutorials

  • Bayesian Regression Using NumPyro
  • Bayesian Hierarchical Linear Regression
  • Example: Baseball Batting Average
  • Example: Variational Autoencoder
  • Example: Neal’s Funnel
  • Example: Stochastic Volatility

Discrete Latent Variables

  • Example: Bayesian Models of Annotation
  • Example: Enumerate Hidden Markov Model
  • Example: CJS Capture-Recapture Model for Ecological Data
  • Bayesian Imputation for Missing Values in Discrete Covariates

Applications

  • Time Series Forecasting
  • Ordinal Regression
  • Bayesian Imputation
  • Example: Gaussian Process
  • Example: Bayesian Neural Network
  • Example: Sparse Regression
  • Example: Proportion Test
  • Example: Generalized Linear Mixed Models
  • Example: Hamiltonian Monte Carlo with Energy Conserving Subsampling
  • Example: Hidden Markov Model
  • Example: Predator-Prey Model
  • Example: Neural Transport
  • Example: MCMC Methods for Tall Data
NumPyro
  • Docs »
  • Python Module Index

Python Module Index

n
 
n
- numpyro
    numpyro.contrib.funsor
    numpyro.contrib.indexing
    numpyro.contrib.tfp.distributions
    numpyro.contrib.tfp.mcmc
    numpyro.diagnostics
    numpyro.handlers
    numpyro.infer.autoguide
    numpyro.infer.reparam
    numpyro.infer.util
    numpyro.optim
    numpyro.primitives
    numpyro.util

© Copyright 2019, Uber Technologies, Inc Revision ecd6255a.

Built with Sphinx using a theme provided by Read the Docs.