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: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.☆142,097Updated this week
- AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2☆40,461Updated 4 months ago
- TensorFlow code and pre-trained models for BERT☆38,939Updated 8 months ago
- 12 Weeks, 24 Lessons, AI for All!☆36,697Updated 3 weeks ago
- 中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理☆34,750Updated 2 months ago
- 💫 Industrial-strength Natural Language Processing (NLP) in Python☆31,265Updated last month
- RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.☆47,110Updated this week
- 500 AI Machine learning Deep learning Computer vision NLP Projects with code☆22,708Updated 8 months ago
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆21,006Updated 3 weeks ago
- An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.☆23,659Updated 2 months ago
- 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools☆19,921Updated this week
- 💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, …☆19,823Updated 2 weeks ago
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆19,862Updated this week
- 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)☆18,775Updated 11 months ago
- AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file convert…☆20,106Updated 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。☆19,211Updated 6 months ago
- A curated list of resources dedicated to Natural Language Processing (NLP)☆17,061Updated last year
- 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。☆16,558Updated 2 years ago
- 📺 Discover the latest machine learning / AI courses on YouTube.☆16,409Updated last year
- Topic Modelling for Humans☆15,936Updated last month
- Oxford Deep NLP 2017 course☆15,705Updated last year
- A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.☆15,752Updated last year
- FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.☆15,618Updated 3 months ago
- Natural Language Processing Tutorial for Deep Learning Researchers☆14,514Updated last year
- A very simple framework for state-of-the-art Natural Language Processing (NLP)☆14,122Updated this week
- Your new Mentor for Data Science E-Learning.☆14,049Updated last year
- State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enter…☆14,113Updated 7 months ago
- NLTK Source☆13,943Updated 2 weeks ago
- The open-source hub to build & deploy GPT/LLM Agents ⚡️☆13,490Updated this week
- Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Infe…☆12,833Updated 7 months ago
- Easy-to-use and powerful LLM and SLM library with awesome model zoo.☆12,467Updated this week
- An open-source NLP research library, built on PyTorch.☆11,834Updated 2 years ago
- modest natural-language processing☆11,658Updated last week
- 🔥Highlighting the top ML papers every week.☆11,043Updated 2 weeks ago
- This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.☆10,338Updated 4 years 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…☆10,772Updated 10 months ago
- 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows☆10,660Updated this week
- Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）☆9,896Updated last year
- Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.☆10,692Updated this week
- CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.☆9,836Updated this week