Natural Language Processing (NLP) is a field that merges computer science, artificial intelligence, and linguistics to enable machines to understand, interpret, and generate human language in a valuable way. For application developers, NLP presents an array of opportunities to enhance user experience by integrating features like sentiment analysis, language translation, and voice recognition into software solutions. Popular libraries such as NLTK, SpaCy, and the deep learning framework Tranformers with pre-trained models like BERT and GPT facilitate the implementation of NLP by abstracting complex algorithmic structure and providing intuitive interfaces. With NLP, developers can build more intuitive chatbots, improve data extractions, and enhance content in a way that reduces the barrier between human and machine communication. Understanding the nuances of user language and integrating NLP components into applications can significantly impact how users interact with technology, making applications both smarter and more responsive to human needs.
View the most prominent open source Natural language processing projects in the list below. Click on a specific project to view its alternative or complementary packages. Make comparisons and find the best package for your app.
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆168,535Updated this week
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆75,886Updated this week
- 12 Weeks, 24 Lessons, AI for All!☆70,543Updated this week
- AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2☆42,618Nov 12, 2024Updated last year
- 微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。☆42,579Oct 16, 2026Updated 2 weeks ago
- TensorFlow code and pre-trained models for BERT☆40,036Jul 23, 2024Updated 2 years ago
- A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive vi…☆39,263Updated this week
- 500 AI Machine learning Deep learning Computer vision NLP Projects with code☆37,611Sep 26, 2026Updated last month
- Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dep…☆36,536Oct 25, 2026Updated last week
- Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ lan…☆34,999Updated this week
- 💫 Industrial-strength Natural Language Processing (NLP) in Python☆34,016Oct 27, 2026Updated last week
- An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.☆31,784Sep 30, 2025Updated last year
- This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed not…☆30,225Updated this week
- ✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】☆24,208Sep 20, 2026Updated last month
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆23,853Updated this week
- 整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。☆22,780May 10, 2026Updated 5 months ago
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,239Sep 21, 2026Updated last month
- 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools☆22,106Updated this week
- FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.☆21,523Oct 25, 2026Updated last week
- 💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, …☆21,369Jul 24, 2026Updated 3 months ago
- A curated list of resources dedicated to Natural Language Processing (NLP)☆19,129Oct 12, 2026Updated 3 weeks ago
- 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)☆18,919Apr 19, 2026Updated 6 months ago
- 此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。☆17,844Jan 9, 2026Updated 9 months ago
- 📺 Discover the latest machine learning / AI courses on YouTube.☆17,447Jan 22, 2024Updated 2 years ago
- Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval…☆17,362Jul 14, 2026Updated 3 months ago
- A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.☆16,736Sep 22, 2026Updated last month
- Topic Modelling for Humans☆16,510Nov 1, 2025Updated last year
- Nano vLLM☆16,280Apr 26, 2026Updated 6 months ago
- Oxford Deep NLP 2017 course☆15,849Jul 2, 2023Updated 3 years ago
- Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean…☆15,678Updated this week
- Your new Mentor for Data Science E-Learning.☆15,005Oct 14, 2025Updated last year
- The open-source hub to build & deploy GPT/LLM Agents ⚡️☆14,979Updated this week
- Natural Language Processing Tutorial for Deep Learning Researchers☆14,935Feb 21, 2024Updated 2 years ago
- State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enter…☆14,868Aug 12, 2024Updated 2 years ago
- NLTK Source☆14,767Updated this week
- A very simple framework for state-of-the-art Natural Language Processing (NLP)☆14,395Oct 19, 2026Updated 2 weeks ago
- 人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning d…☆13,455Jun 2, 2024Updated 2 years ago
- 🔥Highlighting the top ML papers every week.☆13,313Updated this week
- 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows☆13,062Updated this week
- Easy-to-use and powerful LLM and SLM library with awesome model zoo.☆12,987May 23, 2026Updated 5 months ago