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12 Weeks, 24 Lessons, AI for All!

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。

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

TensorFlow code and pre-trained models for BERT

A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.

500 AI Machine learning Deep learning Computer vision NLP Projects with code

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

Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

💬 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

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

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。

📺 Discover the latest machine learning / AI courses on YouTube.

Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Topic Modelling for Humans

Nano vLLM

Oxford Deep NLP 2017 course

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.

Natural Language Processing Tutorial for Deep Learning Researchers

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

A PyTorch implementation of the Transformer model in "Attention is All You Need".

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

ModelScope: bring the notion of Model-as-a-Service to life.

Extract Keywords from sentence or Replace keywords in sentences.

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合

Pretrained model hub for Keras 3.

“AI-Compass”将为社区指引在 AI 技术海洋中航行的方向，无论你是初学者还是进阶开发者，都能在这里找到通往 AI 各大方向的路径。旨在帮助开发者系统性地了解 AI 的核心概念、主流技术、前沿趋势，并通过实践掌握从理论到落地的全过程。

MinerU-HTML: An SLM-powered HTML main content extractor that outputs clean HTML bodies. Perfect for Deep Research Agents, RAG applications, and training data generation.