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227 stars written in Python
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Implementation for MatMul-free LM.

Python 3,037 196 Updated Jul 21, 2025

Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.

Python 3,004 627 Updated Jun 30, 2023

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

Python 2,983 561 Updated Jul 26, 2024

View model summaries in PyTorch!

Python 2,878 131 Updated Nov 10, 2025

Build, personalize and control your own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/T…

Python 2,662 206 Updated Nov 9, 2025

Code for running RFdiffusion

Python 2,559 532 Updated Nov 12, 2025

[ICLR 2025] From anything to mesh like human artists. Official impl. of "MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers"

Python 2,241 99 Updated Apr 28, 2025

[ECCVW 2022] The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

Python 2,203 349 Updated May 9, 2025
Python 2,139 263 Updated Oct 30, 2025

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

Python 2,019 437 Updated Nov 13, 2020

Code for BLT research paper

Python 2,010 181 Updated Nov 3, 2025

Muon is an optimizer for hidden layers in neural networks

Python 2,002 94 Updated Jul 12, 2025

Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch

Python 1,891 168 Updated Oct 27, 2025

[TMLR 2025] Latte: Latent Diffusion Transformer for Video Generation.

Python 1,883 189 Updated Oct 30, 2025

PyTorch Tutorials from my YouTube channel

Python 1,879 1,216 Updated Nov 6, 2023

Chai-1, SOTA model for biomolecular structure prediction

Python 1,810 250 Updated Sep 5, 2025

Implementation of Alphafold 3 from Google Deepmind in Pytorch

Python 1,579 206 Updated Sep 18, 2025

A powerful and flexible machine learning platform for drug discovery

Python 1,548 214 Updated Aug 12, 2024

A Data Streaming Library for Efficient Neural Network Training

Python 1,416 176 Updated Oct 27, 2025

A trainable PyTorch reproduction of AlphaFold 3.

Python 1,381 177 Updated Nov 12, 2025

Using Diffusion Models to Segment/Reconstruct Organs from Medical Images [AAAI Most influential Paper]

Python 1,321 189 Updated Sep 10, 2025

A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.

Python 1,235 170 Updated Nov 13, 2025

Minimal and annotated implementations of key ideas from modern deep learning research.

Python 1,203 97 Updated Sep 28, 2025

AlphaGo Moment for Model Architecture Discovery.

Python 1,114 217 Updated Aug 4, 2025

Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集

Python 1,091 232 Updated Aug 21, 2025

Helpful tools and examples for working with flex-attention

Python 1,050 64 Updated Nov 12, 2025

Fast & Simple repository for pre-training and fine-tuning T5-style models

Python 1,013 76 Updated Aug 21, 2024

🐳 Efficient Triton implementations for "Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention"

Python 920 48 Updated Mar 19, 2025

User friendly and accurate binder design pipeline

Python 902 207 Updated Aug 12, 2025