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…☆151,291Updated this week
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆60,061Updated last week
- AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2☆41,573Updated 11 months ago
- 12 Weeks, 24 Lessons, AI for All!☆43,247Updated this week
- TensorFlow code and pre-trained models for BERT☆39,582Updated last year
- 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☆35,753Updated last month
- 💫 Industrial-strength Natural Language Processing (NLP) in Python☆32,643Updated 4 months ago
- An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.☆27,507Updated 2 weeks ago
- 500 AI Machine learning Deep learning Computer vision NLP Projects with code☆28,168Updated 2 months ago
- AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file convert…☆23,042Updated this week
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆22,218Updated this week
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆21,773Updated 3 months ago
- 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。☆21,447Updated 5 months ago
- 💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, …☆20,763Updated 2 weeks ago
- 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools☆20,751Updated this week
- 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)☆18,929Updated 3 months ago
- A curated list of resources dedicated to Natural Language Processing (NLP)☆17,809Updated last month
- 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。☆17,215Updated 3 years ago
- FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.☆17,712Updated 2 weeks ago
- 📺 Discover the latest machine learning / AI courses on YouTube.☆16,980Updated last year
- Topic Modelling for Humans☆16,226Updated this week
- A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.☆16,186Updated last year
- Oxford Deep NLP 2017 course☆15,865Updated 2 years ago
- Natural Language Processing Tutorial for Deep Learning Researchers☆14,761Updated last year
- State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enter…☆14,522Updated last year
- A very simple framework for state-of-the-art Natural Language Processing (NLP)☆14,300Updated 2 months ago
- NLTK Source☆14,331Updated last week
- Your new Mentor for Data Science E-Learning.☆14,273Updated this week
- The open-source hub to build & deploy GPT/LLM Agents ⚡️☆14,283Updated this week
- Easy-to-use and powerful LLM and SLM library with awesome model zoo.☆12,801Updated last week
- Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean…☆12,914Updated 3 weeks ago
- A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive vi…☆16,410Updated 2 weeks ago
- An open-source NLP research library, built on PyTorch.☆11,880Updated 2 years ago
- modest natural-language processing☆11,906Updated 3 months ago
- 🔥Highlighting the top ML papers every week.☆12,011Updated 2 months 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…☆11,973Updated last year
- 💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows☆11,709Updated this week
- Large Language Model Text Generation Inference☆10,566Updated last month
- This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.☆10,376Updated 4 years ago
- Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）☆10,093Updated 3 months ago