Logo
4510-2

Tutorials

  • JAX Quickstart
  • The Autodiff Cookbook
  • Autobatching log-densities example
  • Training a Simple Neural Network, with Tensorflow Datasets Data Loading

Advanced JAX Tutorials

  • 🔪 JAX - The Sharp Bits 🔪
  • Custom derivative rules for JAX-transformable Python functions
  • How JAX primitives work
  • Writing custom Jaxpr interpreters in JAX

Notes

  • Change Log
  • JAX Frequently Asked Questions (FAQ)
  • Understanding Jaxprs
  • Asynchronous dispatch
  • Concurrency
  • GPU memory allocation
  • Profiling JAX programs
  • Device Memory Profiling
  • Pytrees
  • Rank promotion warning
  • Type promotion semantics

Developer documentation

  • Building from source
  • Running the tests
  • Type checking
  • Update documentation
  • Internal APIs

API documentation

  • Public API: jax package
JAX
  • Docs »
  • Python Module Index

Python Module Index

j
 
j
- jax
    jax.core
    jax.dlpack
    jax.experimental
    jax.experimental.host_callback
    jax.experimental.loops
    jax.experimental.optimizers
    jax.experimental.optix
    jax.experimental.stax
    jax.image
    jax.lax
    jax.nn
    jax.nn.initializers
    jax.numpy
    jax.numpy.fft
    jax.numpy.linalg
    jax.ops
    jax.profiler
    jax.random
    jax.scipy.linalg
    jax.scipy.ndimage
    jax.scipy.signal
    jax.scipy.sparse.linalg
    jax.scipy.special
    jax.scipy.stats.beta
    jax.scipy.stats.expon
    jax.scipy.stats.gamma
    jax.scipy.stats.laplace
    jax.scipy.stats.logistic
    jax.scipy.stats.norm
    jax.scipy.stats.uniform
    jax.tree_util

© Copyright 2019, Google LLC. NumPy and SciPy documentation are copyright the respective authors. Revision 78fe038c.

Built with Sphinx using a theme provided by Read the Docs.
Read the Docs v: 4510-2
Versions
latest
stable
4510-2
test-docs
Downloads
html
On Read the Docs
Project Home
Builds

Free document hosting provided by Read the Docs.