There are 51 repositories under transformer topic.
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Natural Language Processing Tutorial for Deep Learning Researchers
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
CVPR 2022 论文和开源项目合集
Trax — Deep Learning with Clear Code and Speed
Code for the paper "Jukebox: A Generative Model for Music"
Chinese version of GPT2 training code, using BERT tokenizer.
Google AI 2018 BERT pytorch implementation
Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.
Easy-to-use and powerful NLP library with Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including Neural Search, Question Answering, Information Extraction and Sentiment Analysis end-to-end system.
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Easy-to-use Speech Toolkit including SOTA/Streaming ASR with punctuation, influential TTS with text frontend, Speaker Verification System and End-to-End Speech Simultaneous Translation.
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
A TensorFlow Implementation of the Transformer: Attention Is All You Need
viewpager with parallax pages, together with vertical sliding (or click) and activity transition
PostHTML is a tool to transform HTML/XML with JS plugins
The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
LightSeq: A High Performance Library for Sequence Processing and Generation
Production First and Production Ready End-to-End Speech Recognition Toolkit
CV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI思想)
Large-scale pretraining for dialogue
SwinIR: Image Restoration Using Swin Transformer (official repository)
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
An Open-Source Framework for Prompt-Learning.
学习闭环《计算机视觉实战演练：算法与应用》中文电子书、源码、读者交流社区（持续更新中 ...） 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页
pix2tex: Using a ViT to convert images of equations into LaTeX code.
[NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang
🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
微信、bilibili大图、长图、gif、视频、自定义view的转场效果，The transition effect of wechat, bilibili large image, long image, GIF, video and custom view
ICCV 2021 论文和开源项目合集