coix
  • Getting Started with Coix

API and Developer Reference

  • Inference algorithms
  • Program combinators
  • Program transforms
  • Inference objectives
  • Utilities
  • Change Log

Tutorials and Examples

  • Tutorial Part 1: Implementing a Variational Autoencoder
  • Tutorial Part 2: Coix API
  • Tutorial Part 3: Annealed Sequential-Monte-Carlo Sampler
  • Example: Annealed Variational Inference in NumPyro
  • Example: Gaussian Mixture Model in NumPyro
  • Example: Deep Generative Mixture Model in NumPyro
  • Example: Time Series Model - Bouncing MNIST in NumPyro
  • Example: Annealed Variational Inference in Oryx
  • Example: Gaussian Mixture Model in Oryx
  • Example: Deep Generative Mixture Model in Oryx
coix
  • Index

Index

A | B | C | D | E | F | G | I | M | N | P | R | S | T | V

A

  • aft() (in module coix.algo)
  • apg_loss() (in module coix.loss)
  • apgs() (in module coix.algo)
  • avo_loss() (in module coix.loss)

B

  • BindModule (class in coix.util)

C

  • coix.algo
    • module
  • coix.api
    • module
  • coix.core
    • module
  • coix.loss
    • module
  • coix.util
    • module
  • compose() (in module coix.api)

D

  • dais() (in module coix.algo)
  • detach() (in module coix.core)

E

  • elbo_loss() (in module coix.loss)
  • empirical() (in module coix.core)
  • extend() (in module coix.api)

F

  • fkl_loss() (in module coix.loss)
  • fori_loop() (in module coix.api)

G

  • get_batch_ndims() (in module coix.util)
  • get_log_weight() (in module coix.util)
  • get_systematic_resampling_indices() (in module coix.util)

I

  • iwae_loss() (in module coix.loss)

M

  • module
    • coix.algo
    • coix.api
    • coix.core
    • coix.loss
    • coix.util

N

  • nasmc() (in module coix.algo)
  • nvi_avo() (in module coix.algo)
  • nvi_fkl() (in module coix.algo)
  • nvi_rkl() (in module coix.algo)

P

  • prng_key() (in module coix.core)
  • propose() (in module coix.api)

R

  • register_backend() (in module coix.core)
  • resample() (in module coix.api)
  • rkl_loss() (in module coix.loss)
  • rws() (in module coix.algo)
  • rws_loss() (in module coix.loss)

S

  • set_backend() (in module coix.core)
  • stick_the_landing() (in module coix.core)
  • suffix() (in module coix.core)
  • svi() (in module coix.algo)
  • svi_iwae() (in module coix.algo)
  • svi_stl() (in module coix.algo)

T

  • traced_evaluate() (in module coix.core)
  • train() (in module coix.util)

V

  • vsmc() (in module coix.algo)

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