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Machine learning development with JAX v1.0.0

Use this resource to write machine learning code with JAX in a functional style

New

  • 467 downloads
  • 115 likes
  • 230 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install jax-machine-learning-patterns

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent writes and reviews your JAX code with pure functions, jax.jit, jax.grad and jax.vmap. You get models built around JAX transformations, with attention to random numbers, performance and memory.

Mostly picked by

Updated November 2, 2026

Card for the “Machine learning development with JAX” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: principles, JAX transformations and control flow
  • SKILL.md: random numbers, performance and memory management
  • SKILL.md: common patterns and model development

Good fit for

  • You train a model and want to compile its training step with jax.jit
  • You port NumPy code to JAX to speed up array computations

Not for

    Tags

    • jax
    • machine learning
    • numerical computing

    About

    You say

    “Write the training loop for my network in JAX using jax.lax.scan.”

    Card for the “Machine learning development with JAX” skill

    Skill published by mindrally under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to write machine learning code with JAX in a functional style
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md1.9 KB

    Origin and licence

    Listed unmodified

    Author
    mindrally
    Source
    github.com/mindrally/skills/tree/7682ca77710e0971eab4e0ae5dddfa281aea0ba5/machine-learning
    Licence
    Apache-2.0

    Notice

    « machine-learning » (mindrally, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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