A bidirectional pipeline parallelism algorithm for computation-communication overlap in DeepSeek V3/R1 training.

DeepEP: an efficient expert-parallel communication library

DeepGEMM: clean and efficient BLAS kernel library on GPU

A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)

HIPIFY: Convert CUDA to Portable C++ Code

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

The calflops is designed to calculate FLOPs、MACs and Parameters in all various neural networks, such as Linear、 CNN、 RNN、 GCN、Transformer(Bert、LlaMA etc Large Language Model)

System for AI Education Resource.

This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several basic kernel optimizations, including: elementwise, reduce, s…

Python Module Dependency graphs

翻墙-科学上网

Direct coupling analysis software for protein and RNA sequences

Autoregressive networks for protein

Fork of matteofigliuzzi/bmDCA repository for Boltzmann-machine Direct Coupling Analysis (bmDCA).

TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning 🔥 ⚡ 🌈

Causal Inference for the Brave and True的中文翻译版。全部代码基于Python，适用于计量经济学、量化社会学、策略评估等领域。英文版原作者：Matheus Facure

Using Machine Learning to generate new beers

Analyzing the composition of beer recipes and visualize results in a human-friendly way 🕵️🍺

FathomNet Python client

diffusion generative model

SELFormer: Molecular Representation Learning via SELFIES Language Models

DiffLinker: Equivariant 3D-Conditional Diffusion Model for Molecular Linker Design

A collection of resources and papers on Diffusion Models

A collection of resources on applications of Transformers in Medical Imaging.

magcut and Image Stitching with HTML5 Canvas and JavaScript

Jupyter Dock is a set of Jupyter Notebooks for performing molecular docking protocols interactively, as well as visualizing, converting file formats and analyzing the results.

Run GitHub Actions on self-hosted runner using Docker.

DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome