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Pure C implementation of e3nn

jax library for E3 Equivariant Neural Networks

A minimalistic atomic Density Functional Theory (DFT) code

Flash Attention in ~100 lines of CUDA (forward pass only)

Code examples and resources for DBRX, a large language model developed by Databricks

Higher-order equivariant neural networks for charge density prediction in materials

Mamba SSM architecture

Meditron is a suite of open-source medical Large Language Models (LLMs).

Implementation of GateLoop Transformer in Pytorch and Jax

Manifold Markets: A market for every question

A Python package for easy multiprocessing, but faster than multiprocessing

State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.

Minimalist ML framework for Rust

A fast llama2 decoder in pure Rust.

A multi-backend implementation of the Keras API, with support for TensorFlow, JAX, and PyTorch.

Implementation of the Equiformer, SE3/E3 equivariant attention network that reaches new SOTA, and adopted for use by EquiFold for protein folding

A Library for Advanced Deep Time Series Models.

Portfolio optimization and back-testing.

LLM training code for Databricks foundation models

A MoonBoard Problem Generator (DeepRouteSet) and Grade Predictor (GradeNet) based on LSTM

Rust VST3 and CLAP plugin framework and plugins - because everything is better when you do it yourself

Ergonomic and modular web framework built with Tokio, Tower, and Hyper

Code for running RFdiffusion

Rust bindings for the C++ api of PyTorch.

pgvector support for Rust

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

Drop in replacement for OpenAI, but with Open models.

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!