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sschoenholz's Projects

big-bench icon big-bench

Beyond the Imitation Game collaborative benchmark for enormous language models

depthfirstlearning.com icon depthfirstlearning.com

DFL Fellowship 2019 Blog Post Draft: "Resurrecting the sigmoid in deep learning through dynamical isometry: theory and practice"

dft-data icon dft-data

Hosting data from DFT computations from Ekin Cubuk.

gemnet_tf icon gemnet_tf

GemNet model in TensorFlow, as proposed in "GemNet: Universal Directional Graph Neural Networks for Molecules" (NeurIPS 2021)

jamming icon jamming

Codebase used to create and analyze amorphous / crystalline solids.

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

ld42 icon ld42

Ludum Dare 42: Don't Drown

ld46 icon ld46

Stay Home: A Quarantine Experience

ld47 icon ld47

Anne's Topological Adventure

tinygrad-cpp icon tinygrad-cpp

A tiny neural network library in C++ with automatic differentiation. Inspired by JAX.

unity_ecs_md icon unity_ecs_md

A molecular dynamics simulation written using Unity's new ECS.

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