rocm_jax/docs/index.rst
2021-02-26 09:22:34 -08:00

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JAX reference documentation
===========================
Composable transformations of Python+NumPy programs: differentiate, vectorize,
JIT to GPU/TPU, and more.
For an introduction to JAX, start at the
`JAX GitHub page <https://github.com/google/jax>`_.
.. toctree::
:maxdepth: 1
:caption: Getting Started
notebooks/quickstart
notebooks/thinking_in_jax
notebooks/Common_Gotchas_in_JAX
.. toctree::
:maxdepth: 2
jax-101/index
.. toctree::
:maxdepth: 1
:caption: Advanced JAX Tutorials
notebooks/convolutions
notebooks/autodiff_cookbook
notebooks/vmapped_log_probs
notebooks/neural_network_with_tfds_data
notebooks/Custom_derivative_rules_for_Python_code
notebooks/How_JAX_primitives_work
notebooks/Writing_custom_interpreters_in_Jax
notebooks/Neural_Network_and_Data_Loading
notebooks/XLA_in_Python
notebooks/maml
notebooks/score_matching
.. toctree::
:maxdepth: 1
:caption: Notes
CHANGELOG
faq
jaxpr
async_dispatch
concurrency
gpu_memory_allocation
profiling
device_memory_profiling
pytrees
rank_promotion_warning
type_promotion
custom_vjp_update
.. toctree::
:maxdepth: 2
:caption: Developer documentation
developer
jax_internal_api
autodidax
.. toctree::
:maxdepth: 3
:caption: API documentation
jax
Indices and tables
==================
* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`