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Geometric Latent Diffusion Models for 3D Molecule Generation
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation (CVPR 2024)
FAIR Chemistry's library of machine learning methods for chemistry
A PyTorch library for implementing flow matching algorithms, featuring continuous and discrete flow matching implementations. It includes practical examples for both text and image modalities.
第十九届“挑战杯”揭榜挂帅专项赛华为赛道打榜第一&国家特等奖-拔萝卜的工程队作品仓库
Code for “FlowMM Generating Materials with Riemannian Flow Matching” and "FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions"
Pretrained universal neural network potential for charge-informed atomistic modeling https://chgnet.lbl.gov
A growing curation of Text-to-3D, Diffusion-to-3D works.
Google Research
Implementation of rectified flow and some of its followup research / improvements in Pytorch
⚡ InstaFlow! One-Step Stable Diffusion with Rectified Flow (ICLR 2024)
Official Implementation of Rectified Flow (ICLR2023 Spotlight)
The codebase of our paper "Improving the Training of Rectified Flows", NeurIPS 2024
Open-Sora: Democratizing Efficient Video Production for All
PyTorch implementation of MAR+DiffLoss https://arxiv.org/abs/2406.11838
Graphormer is a general-purpose deep learning backbone for molecular modeling.
PyTorch Implementation of DSB for Score Based Generative Modeling. Experiments managed using Hydra.
A concise but complete full-attention transformer with a set of promising experimental features from various papers
A simple Python script showing how the backpropagation algorithm works.
Deep Learning Specialization by Andrew Ng on Coursera.
Implementation of Alphafold 3 from Google Deepmind in Pytorch
Implementation of a single layer of the MMDiT, proposed in Stable Diffusion 3, in Pytorch
Hackable and optimized Transformers building blocks, supporting a composable construction.
BioLiP2 database curation and web interface