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Graph Neural Network Library for PyTorch

Python 21,697 3,723 Updated Dec 30, 2024

LLM101n: Let's build a Storyteller

30,838 1,684 Updated Aug 1, 2024

Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/

Python 359 15 Updated Dec 24, 2024

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

Python 1,491 137 Updated Jan 2, 2025

Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax

Python 385 24 Updated Dec 31, 2024

Optax is a gradient processing and optimization library for JAX.

Python 1,745 199 Updated Jan 2, 2025

Hardware accelerated, batchable and differentiable optimizers in JAX.

Python 942 67 Updated Sep 17, 2024

PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)

Python 211 52 Updated Dec 23, 2024
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