Best Open Source natural language processing Libraries
A curated list of the most popular GitHub repositories tagged with natural language processing. Select any project to visualize its architecture and dive into the codebase using RepoMind's AI engine.
#1huggingface/transformers
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
#2d2l-ai/d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
#3GokuMohandas/Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
#4google-research/bert
TensorFlow code and pre-trained models for BERT
#5hankcs/HanLP
Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification
#6explosion/spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
#7eugeneyan/applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
#8d2l-ai/d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
#9srbhr/Resume-Matcher
Improve your resumes with Resume Matcher. Get insights, keyword suggestions and tune your resumes to job descriptions.
#10sebastianruder/NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
#11huggingface/datasets
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
#12RasaHQ/rasa
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
#13bee-san/Ciphey
⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡
#14QwenLM/Qwen
The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.
#15ShusenTang/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。
#16keon/awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
#17arc53/DocsGPT
Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.
#18graykode/nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
#19nltk/nltk
NLTK Source
#20flairNLP/flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
#21languagetool-org/languagetool
Style and Grammar Checker for 25+ Languages
#22Unstructured-IO/unstructured
Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.
#23kmario23/deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
#24openvinotoolkit/openvino
OpenVINO™ is an open source toolkit for optimizing and deploying AI inference
#25jadore801120/attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
#26sloria/TextBlob
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
#27clips/pattern
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
#28lazyprogrammer/machine_learning_examples
A collection of machine learning examples and tutorials.
#29amusi/Deep-Learning-Interview-Book
深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）
#30PaddlePaddle/models
Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.
#31pliang279/awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
#32MycroftAI/mycroft-core
Mycroft Core, the Mycroft Artificial Intelligence platform.
#33axa-group/nlp.js
An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more