lzxlin

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, ... 🧠

ColossalAI

Making large AI models cheaper, faster and more accessible

chatgpt-web

用 Express 和 Vue3 搭建的 ChatGPT 演示网页

trl

Train transformer language models with reinforcement learning.

xiaogpt

Play ChatGPT and other LLM with Xiaomi AI Speaker

promptbase

All things prompt engineering

Awesome-ChatGPT

ChatGPT资料汇总学习，持续更新......

OpenKE

An Open-Source Package for Knowledge Embedding (KE)

MNBVC

MNBVC(Massive Never-ending BT Vast Chinese corpus)超大规模中文语料集。对标chatGPT训练的40T数据。MNBVC数据集不但包括主流文化，也包括各个小众文化甚至火星文的数据。MNBVC数据集包括新闻、作文、小说、书籍、杂志、论文、台词、帖子、wiki、古诗、歌词、商品介绍、笑话、糗事、聊天记录等一切形式的纯文本中文数据。

RecBole

A unified, comprehensive and efficient recommendation library

JioNLP

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com

Pretrained-Language-Model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

chain-of-thought-hub

Benchmarking large language models' complex reasoning ability with chain-of-thought prompting

unlocking-the-power-of-llms

使用 Prompts 和 Chains 让 ChatGPT 成为神奇的生产力工具！Unlocking the power of LLMs.

pyserini

Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.

pykeen

🤖 A Python library for learning and evaluating knowledge graph embeddings

KnowledgeGraphEmbedding

bert4torch

An elegent pytorch implement of transformers

uie_pytorch

PaddleNLP UIE模型的PyTorch版实现

recommendation_model

练习下用pytorch来复现下经典的推荐系统模型, 如MF, FM, DeepConn, MMOE, PLE, DeepFM, NFM, DCN, AFM, AutoInt, ONN, FiBiNET, DCN-v2, AFN, DCAP等

tdesign-vue-starter

A starter-kit for TDesign Vue UI components.

nlp-dialogue

A full-process dialogue system that can be deployed online

chat-gpt-search-extension

A browser extension to display ChatGPT response alongside Search results (fork from wong2 and develop continually))

sentence-representations

KGDatasets

There‘re experimental data sets over knowledge graph which are all well-known and popular and even comprehensive. We now sort out 9 data sets(WN18, WN18RR,FB15k,FB15k-237,YAGA3-10,Countries,Kinship,Nations,UMLS), and we'll show many more other data if there 's necessary!

augmented-interpretable-models

Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.

MCLEA

ASER_AMIE

A Python pipeline for using AMIE+ to mine logic rules and instantiate new facts.

kNN-BioEL

MODE-LSTM

The repository for EMNLP 2020 accepted paper "MODE-LSTM: A Parameter-efficient Recurrent Network with Multi-Scale for Sentence Classification"