Most popular natural-language-processing repositories and open source projects

Natural language processing (NLP) is a field of computer science that studies how computers and humans interact. In the 1950s, Alan Turing published an article that proposed a measure of intelligence, now called the Turing test. More modern techniques, such as deep learning, have produced results in the fields of language modeling, parsing, and natural-language tasks.

stanza

Stanford NLP Python library for tokenization, sentence segmentation, N...

909 7562 7562

WantWords

An open-source online reverse dictionary.

624 7091 7091

models

Officially maintained, supported by PaddlePaddle, including CV, NLP, S...

2884 6930 6930

mycroft-core

Mycroft Core, the Mycroft Artificial Intelligence platform.

1301 6601 6601

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

884 6577 6577

nlp.js

An NLP library for building bots, with entity extraction, sentiment an...

632 6486 6486

big-AGI

AI suite powered by state-of-the-art models and providing advanced AI/...

1514 6464 6464

nlp-recipes

Natural Language Processing Best Practices & Examples

915 6424 6424

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

833 6314 6314

ML-Course-Notes

🎓 Sharing machine learning course / lecture notes.

830 6274 6274

courses

This repository is a curated collection of links to various courses an...

557 6144 6144

ai-deadlines

:alarm_clock: AI conference deadline countdowns

1024 5917 5917

ERNIE

Official implementations for various pre-training models of ERNIE-fami...

1252 5898 5898

AI-Job-Notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

661 5751 5751

Baichuan-7B

A large-scale 7B pretraining language model developed by BaiChuan-Inc.

503 5685 5685

ltp

Language Technology Platform

1057 5163 5163

datascience

This repository is a compilation of free resources for learning Data S...

529 5131 5131

marqo

Unified embedding generation and search engine. Also available on clou...

212 4918 4918

OpenPrompt

An Open-Source Framework for Prompt-Learning.

476 4699 4699

argilla

Argilla is a collaboration tool for AI engineers and domain experts to...

445 4625 4625

nlpaug

Data augmentation for NLP

470 4600 4600

practical-pytorch

Go to https://github.com/pytorch/tutorials - this repo is deprecated a...

1092 4550 4550

pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment...

1181 4534 4534

libpostal

A C library for parsing/normalizing street addresses around the world....

450 4532 4532

autotrain-advanced

🤗 AutoTrain Advanced

605 4473 4473

textract

extract text from any document. no muss. no fuss.

635 4244 4244

FLAML

A fast library for AutoML and tuning. Join our Discord: https://discor...

541 4185 4185

Data-science

Collection of useful data science topics along with articles, videos,...

1036 4123 4123

Baichuan2

A series of large language models developed by Baichuan Intelligent Te...

295 4122 4122

trafilatura

Python & Command-line tool to gather text and metadata on the Web: Cra...

288 4109 4109

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

1005 4068 4068

spark-nlp

State of the Art Natural Language Processing

729 4023 4023

arXivTimes

repository to research & share the machine learning articles

201 3918 3918

LLMBook-zh.github.io

《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣

286 3873 3873

MatchZoo

Facilitating the design, comparison and sharing of deep text matching...

900 3856 3856

olivia

💁‍♀️Your new best friend powered by an artificial neural network

347 3712 3712

JioNLP

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocess...

436 3685 3685

AI-Engineer-Headquarters

A collection of scientific methods, processes, algorithms, and systems...

686 3626 3626

lit

The Learning Interpretability Tool: Interactively analyze ML models to...

366 3583 3583

zhihu

This repo contains the source code in my personal column (https://zhua...

2126 3520 3520

catalyst

Accelerated deep learning R&D

394 3363 3363

vale

:pencil: A syntax-aware linter for prose built with speed and extensib...

121 3265 3265

nlp-roadmap

ROADMAP(Mind Map) and KEYWORD for students those who have interest in...

516 3265 3265

TextAttack

TextAttack 🐙 is a Python framework for adversarial attacks, data aug...

431 3237 3237

pyhanlp

中文分词

803 3198 3198

ml-course

Open Machine Learning course

1233 3193 3193

mlops-course

Learn how to design, develop, deploy and iterate on production-grade M...

559 3176 3176

fastNLP

fastNLP: A Modularized and Extensible NLP Framework. Currently still i...

449 3134 3134

torchscale

Foundation Architecture for (M)LLMs

221 3101 3101

UER-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Mode...

524 3074 3074