corleytd's starred repositories
TextBrewer
A PyTorch-based knowledge distillation toolkit for natural language processing
torchdistill
A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
LatticeLSTM
python3 pytorch>=0.4
Dism-Multi-language
Dism++ Multi-language Support & BUG Report
Play-with-Algorithms
Codes of my MOOC Course <Play with Algorithms>, Both in C++ and Java language. Updated contents and practices are also included. 我在慕课网上的课程《算法与数据结构》示例代码，包括C++和Java版本。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。
chinese-QA-chatbot
A simple chinese QA chatbot implement with pytorch and transformer trained by PTT data
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
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, ... 🧠
s2orc-doc2json
Parsers for scientific papers (PDF2JSON, TEX2JSON, JATS2JSON)
lagou-course-downloader
拉勾网/拉钩教育 课程视频下载器
iTerm2-Color-Schemes
Over 250 terminal color schemes/themes for iTerm/iTerm2. Includes ports to Terminal, Konsole, PuTTY, Xresources, XRDB, Remmina, Termite, XFCE, Tilda, FreeBSD VT, Terminator, Kitty, MobaXterm, LXTerminal, Microsoft's Windows Terminal, Visual Studio, Alacritty
word2vecpy
Python implementation of CBOW and skip-gram word vector models, and hierarchical softmax and negative sampling learning algorithms
Pytorch-seq2seq-Beam-Search
PyTorch implementation for Seq2Seq model with attention and Greedy Search / Beam Search for neural machine translation
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
CPM-1-Generate
Chinese Pre-Trained Language Models (CPM-LM) Version-I
bert-embedding
🔡 Token level embeddings from BERT model on mxnet and gluonnlp
Awesome-Chinese-NLP
A curated list of resources for Chinese NLP 中文自然语言处理相关资料
stocknet-code
Code for stock movement prediction from tweets and historical stock prices.
Lhy_Machine_Learning
李宏毅2021/2022/2023春季机器学习课程课件及作业
bert4keras
keras implement of transformers for humans