resource: nlp
601 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| tangyudi/Ai-Learn A curated AI learning roadmap by Tang Yudi collecting nearly 200 hands-on cases and projects covering Python, math, machine learning, data … | 32 | 13286 | maintenance |
| SkyworkAI/Skywork-R1V Skywork-R1V is a series of open-source multimodal reasoning models (up to 38B parameters) that extend R1-style LLMs to visual inputs via a … | 63 | 3167 | active |
| raiyanyahya/how-to-train-your-gpt A 12-chapter educational repository that teaches how to build, train, and run a modern LLaMA-style GPT language model from scratch in Pytho… | 55 | 3152 | active |
| luspr/awesome-ml-courses A curated list of free machine learning and AI courses with high-quality video lectures from top universities and researchers like Stanford… | 32 | 3109 | active |
| chenyuntc/pytorch-book A collection of PyTorch tutorials and companion code for the Chinese book '深度学习框架PyTorch：入门与实战', usable as a standalone PyTorch learning gu… | 23 | 12846 | maintenance |
| pinecone-io/examples A collection of Jupyter Notebooks and sample applications from Pinecone for learning vector databases and common AI patterns like RAG and s… | 76 | 3037 | active |
| FreedomIntelligence/OpenClaw-Medical-Skills A curated open-source library of 869 medical and biomedical AI agent skills for the OpenClaw/NanoClaw Claude-based assistant frameworks. Ea… | 56 | 2973 | active |
| MLNLP-World/LLMs-from-scratch-CN A Chinese translation of the popular 'LLMs-from-scratch' project by Sebastian Raschka, providing markdown notes and Jupyter notebooks for b… | 56 | 2877 | active |
| Jack-Cherish/PythonPark A curated Chinese-language collection of Python self-study tutorials covering machine learning, deep learning, web scraping, data structure… | 32 | 11677 | maintenance |
| RKiding/Awesome-finance-skills A curated collection of plug-and-play Agent Skills that equip LLM-based AI agents with financial analysis capabilities, including real-time… | 49 | 2812 | active |
| cyfyifanchen/one-person-company A curated, continuously updated Chinese-language guide to AI tools for running a one-person company, covering LLMs, TTS, coding, design, pr… | 29 | 2726 | active |
| mdeff/fma FMA is an open dataset of 106,574 Creative Commons-licensed music tracks (917 GiB, 343 days of audio) with metadata, pre-computed features,… | 32 | 2653 | stable |
| guyulongcs/Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising A curated awesome-list of deep learning papers for industrial search, recommendation, and online advertising systems, organized by pipeline… | 68 | 2586 | active |
| onnx/models The ONNX Model Zoo is a curated collection of pre-trained, state-of-the-art machine learning models in the ONNX format, covering vision, NL… | 75 | 9773 | maintenance |
| charlie947/social-media-skills A collection of Claude skills (markdown files) that give AI agents specialized knowledge and workflows for social media content creation, c… | 58 | 2406 | active |
| hamzafarooq/building-llm-applications-from-scratch Open-sourced course materials (code and slides) for building LLM-powered applications from scratch, covering transformer architecture, retr… | 39 | 2390 | active |
| Hvass-Labs/TensorFlow-Tutorials A collection of Jupyter Notebook tutorials for beginners in Deep Learning and TensorFlow, each paired with a YouTube video. Topics span lin… | 32 | 9267 | maintenance |
| MoonshotAI/Kimi-K2.5 Kimi K2.5 is Moonshot AI's open-weight, 1T-parameter Mixture-of-Experts multimodal agentic model (32B activated), continually pretrained on… | 58 | 2303 | active |
| ljpzzz/machinelearning A collection of Jupyter Notebook code accompanying Liu Jianping (Pinard)'s widely-read Chinese machine learning blog on cnblogs. It organiz… | 32 | 8705 | maintenance |
| xianhu/LearnPython A collection of Python learning scripts and Jupyter notebooks that teach Python concepts through runnable code examples, from basics to adv… | 32 | 8560 | maintenance |
| aburkov/theLMbook The official companion repository for The Hundred-Page Language Models Book by Andriy Burkov, containing complete Python/PyTorch implementa… | 44 | 2179 | active |
| cerlymarco/MEDIUM_NoteBook A collection of Jupyter notebooks accompanying the author's Medium posts on machine learning and data science topics. It covers practical t… | 32 | 2144 | active |
| huggingface/transformers.js-examples A collection of demos and example applications showcasing Hugging Face Transformers.js, which runs transformer models directly in the brows… | 53 | 2087 | active |
| ymcui/Chinese-LLaMA-Alpaca-3 Chinese-LLaMA-Alpaca-3 is a project releasing Chinese-adapted Llama-3 base and instruct large language models, trained via incremental pret… | 52 | 1979 | active |
| GoogleCloudPlatform/java-docs-samples A collection of Java and Kotlin code samples demonstrating how to use Google Cloud Platform services, maintained by Google and referenced f… | 67 | 1906 | active |
| totogo/awesome-knowledge-graph A curated awesome-list of knowledge graph resources, including graph databases, triple stores, graph computing frameworks, datasets, and le… | 63 | 1884 | active |
| princewen/tensorflow_practice A collection of TensorFlow 1.4 practice examples and tutorials covering reinforcement learning, NLP, and recommendation systems, written in… | 32 | 7017 | maintenance |
| TommyZihao/zihao_course A collection of open courses by Tongji Zihao (TommyZihao) covering computer vision, graph machine learning, explainable AI, and AI paper re… | 38 | 1794 | active |
| DjangoPeng/openai-quickstart A comprehensive open-source tutorial and learning guide for developing applications with large language models, built as Jupyter Notebooks.… | 33 | 1773 | active |
| asinghcsu/AgenticRAG-Survey A survey repository accompanying the arXiv paper 'Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG', providing a taxonomy, v… | 42 | 1723 | active |
| dragen1860/TensorFlow-2.x-Tutorials A collection of TensorFlow 2.x tutorials and example code in Jupyter Notebooks, covering CNNs, RNNs, GANs, auto-encoders, Faster RCNN, GPT,… | 32 | 6340 | maintenance |
| Olcmyk/HuChenFeng A searchable archive of full text transcripts of streamer Hu Chenfeng's livestreams from 2023 to 2025, organized by month and readable via … | 53 | 1647 | active |
| PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Second-Edition_Original The official code repository for the Packt book 'Machine Learning for Algorithmic Trading, Second Edition', containing Jupyter notebooks ac… | 67 | 1623 | stable |
| NirDiamant/Controllable-RAG-Agent A tutorial repository demonstrating an advanced, controllable RAG agent for complex question answering, built with a deterministic graph-ba… | 63 | 1621 | active |
| pguso/rag-from-scratch An educational repository that teaches Retrieval-Augmented Generation (RAG) by building it step by step from scratch in JavaScript, using l… | 49 | 1607 | active |
| AIFengheshu/Plug-play-modules A curated collection of plug-and-play neural network modules (attention mechanisms, convolutions, fusion blocks) extracted from 2024-2025 p… | 32 | 1606 | active |
| deepseek-ai/DeepSeek-Math-V2 DeepSeekMath-V2 is a research release from DeepSeek AI presenting an open large language model trained for self-verifiable mathematical rea… | 41 | 1603 | active |
| Google-Health/medgemma MedGemma is a collection of Gemma 3 model variants trained on medical text and imagery (a 4B multimodal version and a 27B text-only version… | 59 | 1574 | active |
| JayLZhou/GraphRAG DIGIMON is a Python research framework that modularizes and decouples graph-based Retrieval-Augmented Generation (GraphRAG) methods for in-… | 35 | 1538 | active |
| JosephPai/Awesome-Talking-Face A curated awesome-list of papers, code, datasets, and project pages related to talking face/head generation, covering audio-driven, text-dr… | 32 | 1535 | active |
| borisbanushev/stockpredictionai An educational Jupyter notebook demonstrating a complete pipeline for predicting stock price movements using a GAN with an LSTM generator a… | 49 | 5593 | maintenance |
| nivu/ai_all_resources A curated list of the best artificial intelligence, machine learning, and deep learning learning resources, including tutorials, blogs, and… | 66 | 1520 | active |
| SkyworkAI/Skywork The Skywork series of open-source large language models (13B Base, Chat, Math, and multimodal MM variants) pre-trained on 3.2TB of multilin… | 32 | 1498 | active |
| GeostatsGuy/PythonNumericalDemos A collection of well-documented Jupyter Notebook demonstrations for spatial data analytics, geostatistics, and machine learning, created by… | 54 | 1473 | active |
| Ramakm/ai-hands-on A collection of Jupyter notebooks and supporting files that teach AI engineering from first principles, covering math, PyTorch, neural netw… | 60 | 1432 | active |
| sreeharierk/datascience A curated compilation of free resources for learning data science, organized as a roadmap covering fundamentals like linear algebra, data s… | 62 | 5153 | maintenance |
| no-magic-ai/no-magic A curated collection of 48 single-file, zero-dependency Python implementations of core AI algorithms, from GPT and LSTM to LoRA, quantizati… | 67 | 1410 | active |
| Nyandwi/machine_learning_complete A comprehensive open-source machine learning learning package containing 35 interactive Jupyter notebooks covering Python, data analysis, c… | 32 | 5038 | maintenance |
| Alfred1984/interesting-python A collection of small, fun Python projects demonstrating web scraping and data analysis, written as Jupyter Notebooks and paired with Chine… | 32 | 5007 | maintenance |
| tum-pbs/pbdl-book An open-source Jupyter book on combining deep learning with physical simulations and numerical methods, readable online or as a PDF. It inc… | 48 | 1361 | active |
| datascale-ai/data_engineering_book An open-source book (with GitHub Pages site and runnable Python code) on data engineering for large language models, covering pretraining d… | 65 | 1300 | active |
| OpenBuddy/OpenBuddy OpenBuddy is a family of open multilingual chatbot LLMs fine-tuned from Falcon and LLaMA base models with extended vocabulary and CJK token… | 41 | 1294 | active |
| hemingkx/SpeculativeDecodingPapers A regularly updated curated reading list (awesome list) of must-read papers, blogs, and tutorials on speculative decoding for efficient lar… | 68 | 1291 | active |
| AIGeniusInstitute/AI-Agent-In-Action An open-source Chinese-language book, 'AI Agent In Action' (《AI Agent 开发实战》), covering AI agent theory, architecture, and development from … | 22 | 1266 | active |
| callummcdougall/ARENA_3.0 ARENA is a hands-on curriculum of exercises and Streamlit pages covering deep learning fundamentals, transformer interpretability, RL, and … | 72 | 1257 | active |
| SerialLain3170/AwesomeAnimeResearch A curated awesome-list of research papers, datasets, and repositories related to anime and manga, covering machine learning topics like ima… | 74 | 1246 | active |
| Show-Me-the-Code/python A community-driven collection of small Python programming exercises ('Show Me the Code'), where contributors submit their own solutions via… | 32 | 4301 | maintenance |
| rasbt/pattern_classification A curated collection of tutorials, Jupyter notebooks, and examples covering pattern classification, machine learning, and data mining. It e… | 32 | 4211 | maintenance |
| uncbiag/Awesome-Foundation-Models An awesome-style curated list of foundation models—large pretrained models such as BERT, GPT-3, and DALL-E—for vision and language tasks. I… | 65 | 1176 | active |
| simoninithomas/awesome-ai-tools-for-game-dev A curated awesome-list cataloging AI tools that accelerate game development, covering asset and texture generation, image generation, code … | 29 | 1034 | active |
| OSU-NLP-Group/Mind2Web Mind2Web is the first dataset and benchmark for developing and evaluating generalist LLM-based web agents that follow natural language inst… | 52 | 1021 | active |
| DrWaleedAYousef/Teaching A collection of university-level teaching materials and lecture notes by Dr. Waleed A. Yousef covering computer science, mathematics, and d… | 32 | 1021 | active |
| bird-bench/BIRD-Interact BIRD-INTERACT is an interactive Text-to-SQL benchmark that evaluates LLMs through dynamic multi-turn interactions with a simulated user, a … | 52 | 1011 | active |
| mrdbourke/simple-local-rag A tutorial repository by mrdbourke teaching how to build a retrieval-augmented generation (RAG) pipeline from scratch that runs entirely lo… | 25 | 1011 | active |
| priya-dwivedi/Deep-Learning A collection of standalone deep learning projects in Jupyter Notebooks, each in its own folder, covering topics the author explored and blo… | 32 | 3355 | maintenance |
| tirthajyoti/Data-science-best-resources A curated collection of links to data science resources covering software, platforms, languages, techniques, and online courses. It is a re… | 32 | 3221 | maintenance |
| fendouai/PyTorchDocs A Chinese translation of the official PyTorch tutorials, covering a 60-minute quickstart, computer vision, NLP, GANs, and reinforcement lea… | 75 | 2953 | maintenance |
| Machine-Learning-Tokyo/Interactive_Tools A curated list of interactive tools for learning machine learning, deep learning, and math, including browser-based visualizers like Transf… | 32 | 2883 | maintenance |
| xuanhun/PythonHackingBook1 An open-source Chinese-language tutorial book, 'Python Hacking Programming: Rapid Introduction', teaching Python programming from basics th… | 32 | 2838 | maintenance |
| Kayzaks/HackingNeuralNetworks A short educational course (article plus Python exercises) on attacking and defending neural networks, covering techniques like backdooring… | 32 | 2635 | maintenance |
| jdwittenauer/ipython-notebooks A collection of IPython/Jupyter notebooks covering Python, popular data science libraries (NumPy, Pandas, Scikit-learn, etc.), and machine … | 32 | 2593 | maintenance |
| Machine-Learning-Tokyo/AI_Curriculum A curated collection of links to open university lecture series on deep learning and reinforcement learning from Stanford, MIT, UC Berkeley… | 32 | 2562 | maintenance |
| fengdu78/machine_learning_beginner A collection of Jupyter Notebook tutorials and curated articles from the 'Machine Learning Beginner' WeChat public account, covering Python… | 32 | 2353 | maintenance |
| Honlan/DeepInterests DeepInterests is a Chinese-language collection of hands-on deep learning projects built with Python3, TensorFlow 1.9, and Keras 2.2, accomp… | 32 | 2285 | maintenance |
| jim-schwoebel/voice_datasets A curated list of 95+ open-source datasets for voice and sound computing, covering speech, audio events, and music. It serves as a referenc… | 23 | 2222 | maintenance |
| camoverride/lit A curated collection of links to technical textbooks and freely available PDFs aimed at the self-taught AI, machine learning, and data scie… | 43 | 1854 | maintenance |
| shenweichen/AlgoNotes A curated collection of articles from the 'Qianmeng Learning Notes' WeChat public account, covering ranking and CVR prediction, recall and … | 32 | 1835 | maintenance |
| cs109/content Official course content for Harvard's CS109 Data Science course, including homework assignments, lecture supplements, and labs as Jupyter n… | 32 | 1793 | maintenance |
| tugstugi/dl-colab-notebooks A collection of Google Colab notebooks for trying out deep learning models online with a single click. It covers demos across TTS, speech p… | 32 | 1780 | maintenance |
| charent/ChatLM-mini-Chinese ChatLM-Chinese-0.2B is a small (0.2B parameter) Chinese conversational language model with fully open-sourced training pipeline code coveri… | 28 | 1728 | maintenance |
| faroit/awesome-python-scientific-audio A curated awesome-list of Python software, packages, tutorials, and papers for scientific research in audio and music applications. It cata… | 71 | 1707 | maintenance |
| AgaMiko/data-augmentation-review A curated list of data augmentation resources covering libraries, GitHub repos, and papers across images, NLP, audio, time series, graphs, … | 23 | 1639 | maintenance |
| travistangvh/ChatGPT-Data-Science-Prompts A curated collection of 60 ChatGPT prompts tailored for data science tasks such as writing Python, SQL, tuning hyperparameters, and explain… | 31 | 1619 | maintenance |
| Ewenwan/Ros A curated collection of ROS (Robot Operating System) learning materials, code examples, and annotated source-code notes covering topics lik… | 32 | 1497 | maintenance |
| longpeng2008/yousan.ai A curated awesome-list of deep learning study resources including projects, ebooks, and courses, maintained by the yousan.ai community. It … | 32 | 1439 | maintenance |
| DLLXW/data-science-competition A curated collection of award-winning solutions and original baselines from data science competitions on platforms like Kaggle, Alibaba Tia… | 32 | 1380 | maintenance |
| Captain1986/CaptainBlackboard A collection of technical notes and tutorials (in Chinese) covering machine learning, deep learning, computer vision, and C++ engineering t… | 32 | 1269 | maintenance |
| openai/following-instructions-human-feedback The official companion repository for OpenAI's InstructGPT paper on aligning language models with human intent via reinforcement learning f… | 10 | 1259 | maintenance |
| curiousily/Get-Things-Done-with-Prompt-Engineering-and-LangChain A collection of Jupyter notebook tutorials on prompt engineering and LangChain for building LLM applications with ChatGPT/GPT-4 and open mo… | 30 | 1250 | maintenance |
| campusx-official/ML-Roadmap-for-2022 A curated roadmap of machine learning videos, links, projects, and datasets designed to take a learner from Python basics to applied ML pro… | 32 | 1224 | maintenance |
| alexattia/Data-Science-Projects A collection of personal data science and machine learning projects built around Kaggle and HackerRank challenges, written in Python and Ju… | 32 | 1187 | maintenance |
| WolframResearch/Arrival-Movie-Live-Coding A collection of Wolfram Language notebooks from Christopher Wolfram's live coding session analyzing the alien logograms and content of the … | 32 | 1156 | maintenance |
| Shujian2015/FreeML A curated list of mostly free data science and machine learning learning resources, including courses, video lectures, and textbooks. It is… | 32 | 1130 | maintenance |
| ryfeus/lambda-packs A collection of precompiled Python packages bundled as ZIP files ready to upload to AWS Lambda, covering libraries like TensorFlow, PyTorch… | 32 | 1116 | maintenance |
| data-flair/machine-learning-projects A curated collection of 100+ machine learning project ideas with source code and linked tutorials from DataFlair, aimed at beginners, stude… | 27 | 1062 | maintenance |
| majacinka/crewai-experiments A collection of experiments with the CrewAI multi-agent framework, testing local models via Ollama and API models like GPT-4 and Gemini Pro… | 26 | 1017 | experimental |
| hzy46/Deep-Learning-21-Examples Companion code repository for the Chinese book '21 Projects to Master Deep Learning with TensorFlow', containing 21 hands-on example projec… | 32 | 4677 | abandoned |
| jayinai/data-science-question-answer A collection of Jupyter Notebook-based questions and answers covering data science topics such as SQL, statistics, supervised/unsupervised … | 32 | 2409 | abandoned |
| llSourcell/tensorflow_chatbot Demo code accompanying a YouTube tutorial that trains a TensorFlow sequence-to-sequence chatbot on the Cornell Movie Dialogue dataset. It i… | 32 | 1438 | abandoned |
| magenta/magenta-demos A collection of demonstration projects for Google's Magenta machine learning models for music and art generation, including browser-based p… | 10 | 1349 | abandoned |