JAX Mastery

Master JAX: XLA-compiled NumPy with autodiff. Learn jit, grad, vmap, pmap, sharding, and the patterns that power Google's most ambitious AI research.

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6

Lessons

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Code Examples

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Lessons in This Topic

Work through these 6 lessons in order, or jump to whichever topic you need most.

JAX Fundamentals

Beginner

jit, grad, vmap

Intermediate

pmap and shard_map

Advanced

JAX Pytrees

Intermediate

Functional Randomness

Advanced

JAX vs PyTorch

Intermediate