Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Core deep-learning frameworks and libraries for pretraining and distributed training.
Signals: deep-learning, neural-network, pytorch, tensorflow, jax, distributed-training, training, deepspeed
2,686 results
PyTorch implementation of adversarial attacks [torchattacks]
Reformer, the efficient Transformer, in Pytorch
开源社区第一个能下载、能运行的中文 LLaMA2 模型！
Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
Multi-Task Deep Neural Networks for Natural Language Understanding
Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".
Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)
PyTorch implementation of SENet
Large Concept Models: Language modeling in a sentence representation space
3D U-Net model for volumetric semantic segmentation written in pytorch
Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数据科学，Flask，爬虫开发教程。
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.
MONAI Tutorials
Automatic architecture search and hyperparameter optimization for PyTorch
TorchCFM: a Conditional Flow Matching library
A PyTorch Library for Multi-Task Learning
The PyTorch-based audio source separation toolkit for researchers
Using modified BiSeNet for face parsing in PyTorch
Paper and implementation of UNet-related model.
EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212
24,523 repositories in the index in total.
