liuyang9536

annotated_deep_learning_paper_implementations

🧑‍🏫 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, ... 🧠

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

Awesome-Contrastive-Learning

Awesome Contrastive Learning for CV & NLP

Awesome-PyTorch-Chinese

【干货】史上最全的PyTorch学习资源汇总

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

bert

TensorFlow code and pre-trained models for BERT

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

DeepRobust

A pytorch adversarial library for attack and defense methods on images and graphs

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastai

The fastai deep learning library, plus lessons and tutorials

gans-in-action

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

github-slideshow

A robot powered training repository :robot:

graph-adversarial-learning-literature

A curated list of adversarial attacks and defenses papers on graph-structured data.

inversecooking

Recipe Generation from Food Images

KL-Loss

Bounding Box Regression with Uncertainty for Accurate Object Detection (CVPR'19)

mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

PyTorch-NLP

Supporting Rapid Prototyping with a Toolkit (incl. Datasets and Neural Network Layers)

pytorch-pretrained-BERT

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

RecSys2019_DeepLearning_Evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

SiamMask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

SinGAN

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

stylegan2-ada-pytorch

StyleGAN2-ADA - Official PyTorch implementation

the-gan-zoo

A list of all named GANs!

transformer-xl