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 re-implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC datasets
Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
(ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"
[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs
Notes for Fastai Deep Learning Course
Audio processing by using pytorch 1D convolution network
Change Python code while it's running without losing state
An autoML framework & toolkit for machine learning on graphs.
🔥 CNN for Watermark Removal using Deep Image Prior with Pytorch 🔥.
Pytorch Implementation For LPRNet, A High Performance And Lightweight License Plate Recognition Framework.
Research on Tabular Deep Learning: Papers & Packages
Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep learning projects in PyTorch.
Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.
Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet
Neighborhood Attention Transformer, arxiv 2022 / CVPR 2023. Dilated Neighborhood Attention Transformer, arxiv 2022
Open source deep learning based unsupervised image retrieval toolbox built on PyTorch🔥
[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang
(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
Some tricks of pytorch... :star:
Self-contained, minimalistic implementation of diffusion models with Pytorch.
Videos, notes and experiments to understand deep learning
[ICML 2024 & TPAMI 2026] EvTexture & EvTexture++: Event-Driven Texture Enhancement for Video Super-Resolution
Unofficial PyTorch implementation of Google AI's VoiceFilter system
24,523 repositories in the index in total.
