Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Annotated_deep_learning_paper_implementations | 53,666 | 2 | 8 months ago | 79 | November 05, 2023 | 30 | mit | Python | ||
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠 | ||||||||||
Vit Pytorch | 16,298 | 6 | a year ago | 184 | November 15, 2023 | 114 | mit | Python | ||
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch | ||||||||||
Nlp Tutorial | 13,226 | a year ago | 35 | mit | Jupyter Notebook | |||||
Natural Language Processing Tutorial for Deep Learning Researchers | ||||||||||
External Attention Pytorch | 10,361 | a year ago | 2 | September 27, 2022 | 63 | mit | Python | |||
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐ | ||||||||||
Attention Is All You Need Pytorch | 7,910 | 2 years ago | 74 | mit | Python | |||||
A PyTorch implementation of the Transformer model in "Attention is All You Need". | ||||||||||
Espnet | 7,563 | 5 | a year ago | 33 | October 25, 2023 | 270 | apache-2.0 | Python | ||
End-to-End Speech Processing Toolkit | ||||||||||
Bertviz | 5,547 | 3 | 2 years ago | 5 | April 02, 2022 | 8 | apache-2.0 | Python | ||
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.) | ||||||||||
Pytorch Seq2seq | 5,024 | a year ago | mit | Jupyter Notebook | ||||||
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. | ||||||||||
Informer2020 | 4,553 | a year ago | 128 | apache-2.0 | Python | |||||
The GitHub repository for the paper "Informer" accepted by AAAI 2021. | ||||||||||
Image_segmentation | 2,186 | 2 years ago | Python | |||||||
Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net. |