GitHub stars · StarDay

1microsoft / AI-For-Beginners12 Weeks, 24 Lessons, AI for All!Jupyter NotebookMIT · Permissive70,619

2apachecn / ailearningAiLearning: Data Analysis + Machine Learning Practice + Linear Algebra + PyTorch + NLTK + TF2PythonLicense not declaredInactive42,622

3666ghj / BettaFishA multi-agent assistant for analyzing public information.PythonGPL-2.0 · Share derivative source42,604

4google / langextractA Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.PythonApache-2.0 · Permissive39,274

5ashishpatel26 / 500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code500 AI Machine learning Deep learning Computer vision NLP Projects with codeLicense not declared37,662

6hankcs / HanLPChinese word segmentation Part-of-speech tagging Named entity recognition Dependency syntax analysis Component syntax analysis Semantic dependency analysis Semantic role annotation Reference resolution Style transfer Semantic similarity New word discovery Keyword phrase extraction Automatic summarization Text classification and clustering Pinyin to Simplified Traditional conversion Natural language processingPythonApache-2.0 · Permissive36,536

7NandhaKishorM / layaNon-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.PythonApache-2.0 · Permissive35,125

8explosion / spaCy💫 Industrial-strength Natural Language Processing (NLP) in PythonPythonMIT · Permissive34,034

9stanford-oval / stormAn LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.PythonMIT · PermissiveInactive31,806

10NirDiamant / RAG_TechniquesThis repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.Jupyter NotebookLicense not declared30,253

11AccumulateMore / CV✅(Completed) Super comprehensive deep learning notes [Mound Pytorch] [Li Mu hands-on learning of deep learning] [Ng Enda deep learning] [Dafei Big Model Agent]Jupyter NotebookLicense not declared24,237

12lukasmasuch / best-of-ml-python🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.CC-BY-SA-4.0 · Share derivative source23,860

13AiHubCN / Awesome-Chinese-LLMOrganize open source Chinese language models, focusing on smaller models that can be deployed privately and have lower training costs, including base models, fine-tuning and applications in vertical fields, data sets and tutorials, etc.License not declared22,780

14microsoft / unilmLarge-scale Self-supervised Pre-training Across Tasks, Languages, and ModalitiesPythonMIT · Permissive22,240

15AI4Finance-Foundation / FinGPTA large-language-model project focused on finance-related research and applications.Jupyter NotebookMIT · Permissive21,536

16RasaHQ / 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 assistantsPythonApache-2.0 · Permissive21,373

17keon / awesome-nlp:book: A curated list of resources dedicated to Natural Language Processing (NLP)CC0-1.0 · Permissive19,137

18ymcui / Chinese-LLaMA-AlpacaChinese LLaMA & Alpaca large language model + local CPU/GPU training deployment (Chinese LLaMA & Alpaca LLMs)PythonApache-2.0 · PermissiveInactive18,920

19NLP-LOVE / ML-NLPThis project is about knowledge points and code implementations that are often tested in machine learning, deep learning, and NLP interviews. It is also the theoretical basic knowledge that an algorithm engineer must know.Jupyter NotebookLicense not declaredInactive17,841

20dair-ai / ML-YouTube-Courses📺 Discover the latest machine learning / AI courses on YouTube.CC0-1.0 · PermissiveInactive17,446