Jiang Guo's starred repositories
build-your-own-x
Master programming by recreating your favorite technologies from scratch.
annotated_deep_learning_paper_implementations
๐งโ๐ซ 60 Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐ง
PaddleNLP
๐ Easy-to-use and powerful NLP and LLM library with ๐ค Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including ๐Text Classification, ๐ Neural Search, โ Question Answering, โน๏ธ Information Extraction, ๐ Document Intelligence, ๐ Sentiment Analysis etc.
PromptPapers
Must-read papers on prompt-based tuning for pre-trained language models.
awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
Generalization-Causality
ๅ ณไบdomain generalization๏ผdomain adaptation๏ผcausality๏ผrobutness๏ผprompt๏ผoptimization๏ผgenerative modelๅๅผๅๆ ท็ ็ฉถ็้ ่ฏป็ฌ่ฎฐ
dgl-lifesci
Python package for graph neural networks in chemistry and biology
diffusion_models
A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch
awesome-language-agents
List of language agents based on paper "Cognitive Architectures for Language Agents"
aclpubcheck
Tools for checking ACL paper submissions
ContextualSP
Multiple paper open-source codes of the Microsoft Research Asia DKI group
llama-inference
experiments with inference on llama
tensor2struct-public
Semantic parsers based on encoder-decoder framework
ChemRxnExtractor
Toolkit for Chemical Reaction Extraction from Scientific Literature (JCIM 2021)
chemistry_api
chemistry api