flax

by google · Developer Tools

Flax is a neural network library for JAX that is designed for flexibility.

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About this project

Flax: A neural network library and ecosystem for JAX designed for flexibility Overview Quick install What does Flax look like? Documentation Released in 2024, Flax NNX is a new simplified Flax API that is designed to make it easier to create, inspect, debug, and analyze neural networks in JAX. It achieves this by adding first class support for Python reference semantics. This allows users to express their models using regular Python objects, enabling reference sharing and mutability. Flax NNX evolved from the Flax Linen API, which was released in 2020 by engineers and researchers at Google Brain in close collaboration with the JAX team. You can learn more about Flax NNX on the…

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ShellPythonC++Jupyter NotebookCMakejax

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Actively maintained
Last updatelast week
Contributors278
Latest releasev0.12.9
Open issues & PRs519
LicenseApache-2.0
On GitHubsince 2020

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