resource: data-science
767 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| krishnaik06/Interview-Prepartion-Data-Science A collection of Jupyter Notebook study materials for preparing for data science interviews. It covers common interview questions and concep… | 32 | 1046 | maintenance |
| bayesgroup/deepbayes-2018 A collection of Jupyter Notebook seminars from the DeepBayes Summer School 2018, run by the BayesGroup. It covers deep learning with a focu… | 32 | 1045 | maintenance |
| Mryangkaitong/python-Machine-learning A collection of Jupyter Notebook projects implementing machine learning algorithms, including small practice projects and competition code … | 32 | 1043 | maintenance |
| tirthajyoti/Stats-Maths-with-Python A collection of Jupyter notebooks covering statistics, mathematical programming, and numerical/scientific computing in Python. It serves as… | 32 | 1035 | maintenance |
| PacktPublishing/40-Algorithms-Every-Programmer-Should-Know The companion code repository for the Packt book '40 Algorithms Every Programmer Should Know', containing Python implementations of algorit… | 64 | 1033 | maintenance |
| mrankitgupta/Data-Analyst-Roadmap A curated roadmap documenting one developer's 66-day journey into data analytics as part of Ken Jee's #66daysofdata challenge. It collects … | 32 | 1033 | maintenance |
| Rafael1s/Deep-Reinforcement-Learning-Algorithms A collection of 32 Jupyter Notebook projects implementing deep reinforcement learning algorithms such as Q-learning, DQN, PPO, DDPG, TD3, S… | 32 | 1031 | maintenance |
| orlandpm/Math-for-Programmers Source code repository for the book 'Math for Programmers' by Paul Orland, written as Jupyter Notebooks. It provides runnable examples cove… | 32 | 1027 | maintenance |
| iphysresearch/TOP250movie_douban A Jupyter Notebook-based educational project that scrapes Douban Top 250 movie short reviews with Scrapy, then performs data cleaning, stat… | 32 | 1022 | maintenance |
| MareesAT/GWA_tutorial A step-by-step tutorial repository teaching genome-wide association study (GWAS) analysis, including quality control, population stratifica… | 32 | 1019 | maintenance |
| imsheridan/DeepRec A curated collection of must-read papers and industry presentations on deep recommendation systems and CTR prediction, organized by topic w… | 32 | 1016 | maintenance |
| SkalskiP/awesome-chatgpt-code-interpreter-experiments A curated awesome-list of experiments showcasing what is possible with ChatGPT combined with the Code Interpreter plugin. It collects promp… | 29 | 1014 | maintenance |
| KeithGalli/Pandas-Data-Science-Tasks A collection of Jupyter Notebooks solving real-world data science tasks with Python's Pandas and Matplotlib libraries, accompanying a YouTu… | 32 | 1011 | maintenance |
| pengxiao-song/awesome-chinese-legal-resources A curated awesome-list collecting Chinese legal datasets and related resources, including official court documents, competition data, open-… | 29 | 1001 | maintenance |
| datawhalechina/statistical-learning-method-solutions-manual An open-source solutions manual for the exercise problems in Li Hang's textbooks 'Statistical Learning Methods' and 'Machine Learning Metho… | 69 | 2080 | experimental |
| ageron/handson-ml Jupyter notebook companion to the first edition of the O'Reilly book 'Hands-on Machine Learning with Scikit-Learn and TensorFlow', teaching… | 70 | 25594 | abandoned |
| nytimes/covid-19-data An archived New York Times dataset of cumulative COVID-19 cases and deaths in the United States at the national, state, and county level fr… | 32 | 6964 | abandoned |
| owid/covid-19-data Our World in Data's open dataset of COVID-19 cases, deaths, hospitalizations, tests, and vaccinations for all countries, updated daily unti… | 10 | 5659 | abandoned |
| fuckcqcs/fuckcqcs A curated dataset of vaccine procurement and sales records across Chinese provinces (2016-2018), compiled manually from government public d… | 32 | 4297 | abandoned |
| jdorfman/awesome-json-datasets A curated awesome-list of publicly accessible JSON datasets and API endpoints that require no authentication, spanning topics like Bitcoin,… | 10 | 3613 | abandoned |
| girls-in-ai/Girls-In-AI Girls-In-AI is a free, Chinese-language curriculum that takes complete programming beginners through Python basics, data analysis with Pand… | 32 | 3385 | abandoned |
| CodedotAl/gpt-code-clippy GPT-Code-Clippy is an open-source effort to replicate GitHub Copilot by fine-tuning GPT-Neo language models on publicly available GitHub co… | 32 | 3264 | abandoned |
| Mining the Social Web The official code companion repository for the book 'Mining the Social Web, 2nd Edition' (O'Reilly, 2013), containing Jupyter notebook exam… | 32 | 2878 | abandoned |
| quantopian/research_public A collection of quantitative finance research projects and lecture notebooks from the Quantopian Lecture Series, written primarily as Jupyt… | 32 | 2864 | abandoned |
| markdregan/Bayesian-Modelling-in-Python A Jupyter Notebook tutorial teaching Bayesian modeling techniques in Python using PyMC3. It covers parameter estimation, model checking, hi… | 32 | 2502 | 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 |
| pbharrin/machinelearninginaction Source code repository accompanying the Manning book 'Machine Learning in Action' by Peter Harrington. It contains Python example code (wri… | 32 | 2402 | abandoned |
| ccyyycy/ycy A GitHub-based coordination hub for the 'Hello YCY' programming competition, organized by fans of Chinese celebrity Yang Chaoyue. It hosts … | 32 | 1969 | abandoned |
| robertmartin8/MachineLearningStocks A Python tutorial project and template applying scikit-learn classifiers to historical stock prices and fundamentals to predict which stock… | 32 | 1961 | abandoned |
| VivekPa/AIAlpha An educational Python project demonstrating a stacked neural network architecture (autoencoder plus LSTM and Random Forest models) for pred… | 32 | 1955 | abandoned |
| elaine-zheng/summer2020internships A curated list of Summer 2020 tech internships for undergraduate students interested in software engineering and related fields, maintained… | 32 | 1775 | abandoned |
| fonnesbeck/statistical-analysis-python-tutorial A set of IPython notebook materials from a SciPy 2013 tutorial by Christopher Fonnesbeck teaching statistical data analysis in Python. It c… | 10 | 1738 | abandoned |
| iphysresearch/DataSciComp A curated collection of popular data science challenges and competitions with countdown timers tracking entry deadlines, organized by platf… | 10 | 1674 | abandoned |
| ogrisel/parallel_ml_tutorial A Jupyter notebook tutorial on parallel machine learning with scikit-learn and IPython, covering scalable feature extraction, parallel cros… | 32 | 1589 | abandoned |
| sangyx/deep-finance A curated awesome-list of datasets, papers, and books on deep learning applied to finance, covering stock prediction, portfolio selection, … | 10 | 1511 | abandoned |
| firmai/awesome-google-colab A curated list of GitHub repositories containing ready-to-run Google Colaboratory notebooks for data science and machine learning, with dat… | 32 | 1510 | abandoned |
| project-open-data/project-open-data.github.io Project Open Data is the US government's Open Data Policy appendix (Managing Information as an Asset), including the DCAT-US metadata schem… | 10 | 1495 | abandoned |
| xFFFFF/Gekko-Strategies A collection of trading strategies for the Gekko trading bot, complete with backtest results stored in a CSV database. It also bundles inst… | 32 | 1440 | abandoned |
| weiweifan/Big-Data-Resources A curated list of learning resources for big data, data mining, recommender systems, and machine learning, including videos, books, blogs, … | 32 | 1414 | abandoned |
| greatghoul/sibi A curated collection of famous online arguments and drama threads ('撕逼大战') primarily from the V2EX developer forum, with links to original … | 32 | 1300 | abandoned |
| petewarden/dstk A curated collection of the best open datasets and open-source tools for data science, associated with the Data Science Toolkit project. It… | 32 | 1149 | abandoned |
| denkywu/SAR-Synthetic-Aperture-Radar A collection of MATLAB code, simulations, and study notes on Synthetic Aperture Radar (SAR), InSAR, and PolSAR written by the author during… | 32 | 1044 | abandoned |
| fighting41love/funNLP A large curated collection of Chinese and multilingual NLP resources, including corpora, lexicons, pretrained models, tools, and code for t… | 32 | 82695 | active |
| Zie619/n8n-workflows A curated collection of 4,300+ production-ready n8n automation workflow JSON files covering 365+ integrations, organized into 15 categories… | 50 | 56292 | active |
| ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code A curated awesome-list of 500+ AI, machine learning, deep learning, computer vision, and NLP projects with links to code and tutorials. It … | 48 | 36565 | active |
| HandsOnLLM/Hands-On-Large-Language-Models The official companion code repository for the O'Reilly book 'Hands-On Large Language Models' by Jay Alammar and Maarten Grootendorst, cont… | 59 | 28623 | active |
| stefan-jansen/machine-learning-for-trading Companion code repository for the book 'Machine Learning for Trading, 3rd Edition' by Stefan Jansen, containing 446+ Jupyter notebooks acro… | 86 | 20669 | active |
| NLP-LOVE/ML-NLP A curated collection of machine learning, deep learning, and NLP interview knowledge points with code implementations, organized into modul… | 60 | 17799 | active |
| google-deepmind/deepmind-research A collection of implementations and illustrative code accompanying DeepMind research publications, spanning reinforcement learning, generat… | 72 | 15169 | active |
| zalandoresearch/fashion-mnist Fashion-MNIST is a dataset of 70,000 28x28 grayscale Zalando article images across 10 classes, designed as a direct drop-in replacement for… | 32 | 12810 | stable |
| aws/amazon-sagemaker-examples The official collection of example Jupyter notebooks from the Amazon SageMaker team demonstrating how to build, train, tune, deploy, and mo… | 66 | 10980 | active |
| satellite-image-deep-learning/techniques A curated reference repository cataloguing deep learning techniques, models, and datasets for satellite and aerial imagery analysis. It org… | 66 | 10242 | active |
| roboflow/notebooks A large collection of Jupyter notebook tutorials covering state-of-the-art computer vision models and techniques, from classic architecture… | 66 | 9627 | active |
| pytorch/tutorials The official PyTorch tutorials repository, containing Sphinx-style documentation with runnable Python examples and Jupyter notebooks coveri… | 77 | 9290 | active |
| lazyprogrammer/machine_learning_examples A large collection of machine learning, deep learning, NLP, and reinforcement learning example code and tutorials accompanying Lazy Program… | 68 | 8916 | active |
| apachecn/ailearning A Chinese-language open-source learning resource covering data analysis, machine learning, linear algebra, and deep learning, based on note… | 23 | 42490 | maintenance |
| cporter202/API-mega-list A large curated directory of over 11,000 public APIs organized into 24 categories, maintained as a GitHub awesome-list. It serves as a refe… | 58 | 7532 | active |
| jeinlee1991/chinese-llm-benchmark ReLE (formerly CLiB) is a continuously updated Chinese-language LLM capability benchmark and leaderboard covering ~400 commercial and open-… | 89 | 6401 | active |
| charliedream1/ai_quant_trade A one-stop AI quantitative trading platform covering learning, simulation, and live trading of stocks, funds, and crypto. It bundles exampl… | 67 | 6375 | active |
| anbeime/skill A curated AI agent skill store aggregating hundreds of packaged skills (for Claude, Gemini, and other agents) covering document processing,… | 60 | 5815 | active |
| kelvins/awesome-mlops A curated awesome-list of MLOps tools, covering categories like AutoML, CI/CD for ML, feature stores, model serving, drift detection, and w… | 76 | 5254 | active |
| datawhalechina/tiny-universe An open-source Chinese-language tutorial series ('Tiny-Universe') that teaches building large language model systems from scratch, covering… | 55 | 5028 | active |
| dennybritz/reinforcement-learning A collection of Jupyter Notebook implementations, exercises, and solutions for popular reinforcement learning algorithms, designed to accom… | 32 | 22116 | maintenance |
| datawhalechina/competition-baseline A curated collection of baseline solutions and code for data science competitions including Kaggle, iFlytek AI challenges, and Tianchi cont… | 74 | 4757 | active |
| huggingface/notebooks A collection of Jupyter notebooks demonstrating how to use Hugging Face libraries such as Transformers, Datasets, and Diffusers. It serves … | 77 | 4600 | active |
| CLUEbenchmark/CLUE CLUE is the Chinese Language Understanding Evaluation Benchmark, providing representative datasets, baseline and pre-trained models, corpor… | 62 | 4279 | active |
| esbatmop/MNBVC MNBVC is a massive, continuously growing open-source Chinese text corpus aiming to rival the scale of data used to train ChatGPT, including… | 75 | 4267 | active |
| TommyZihao/Train_Custom_Dataset A free open-source Chinese tutorial collection (Jupyter Notebooks plus videos) teaching how to annotate your own datasets and train, evalua… | 60 | 4096 | active |
| TarrySingh/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials A curated collection of IPython notebook tutorials covering deep learning, artificial intelligence, and machine learning with frameworks li… | 38 | 4002 | active |
| yuanzhoulvpi2017/zero_nlp A Chinese-language NLP training framework and tutorial collection built on PyTorch and Hugging Face Transformers, covering fine-tuning of l… | 47 | 3834 | active |
| hemansnation/AI-Engineer-Headquarters An open-source, action-oriented curriculum and learning roadmap for becoming an AI engineer, covering ML, MLOps, LLMs, RAG systems, fine-tu… | 55 | 3673 | active |
| PaddlePaddle/awesome-DeepLearning An official PaddlePaddle one-stop deep learning learning hub containing courses, books, case studies, a knowledge wiki, and interview quest… | 32 | 3647 | active |
| kailashahirwar/cheatsheets-ai A curated collection of cheat sheets (PDFs and images) covering machine learning and deep learning tools like TensorFlow, Keras, PyTorch, N… | 32 | 15427 | maintenance |
| ben1234560/AiLearning-Theory-Applying A Chinese-language learning repository of Jupyter notebooks covering AI fundamentals, math basics, machine learning, deep learning, and NLP… | 71 | 3563 | active |
| waymo-research/waymo-open-dataset The Waymo Open Dataset is a large-scale public collection of autonomous driving datasets (Perception, Motion, and End-to-End Driving) accom… | 50 | 3398 | active |
| AI-Edu (Microsoft AI Education Community) Microsoft AI Education Community (AI-Edu) is an open-source AI education resource from Microsoft Research Asia, offering foundational tutor… | 23 | 14094 | maintenance |
| OpenDriveLab/AgiBot-World AgiBot World Colosseo is a large-scale open-source robot manipulation dataset with over one million trajectories across 217 real-world task… | 59 | 3157 | active |
| MorvanZhou/tutorials Companion code repository for the MorvanPython (莫烦Python) tutorial series, covering machine learning, neural networks (TensorFlow, PyTorch,… | 32 | 13010 | maintenance |
| GoogleCloudPlatform/professional-services A collection of example solutions, tools, and reference architectures developed by Google Cloud's Professional Services team, primarily in … | 76 | 3065 | active |
| frankwxu/digital-forensics-lab A free, grant-supported repository of hands-on digital forensics labs for students and faculty, built around Kali Linux with PowerPoint sli… | 75 | 2930 | active |
| DLLXW/baby-llama2-chinese An educational Python repository for pretraining and SFT fine-tuning a small (92M-218M parameter) Chinese Llama2 model from scratch, runnab… | 72 | 2923 | active |
| EleutherAI/pythia EleutherAI's Pythia project: a suite of autoregressive transformer language models released with 154 training checkpoints each, plus code a… | 56 | 2911 | stable |
| bbruceyuan/Hands-On-Large-Language-Models-CN A Chinese translation of the book 'Hands-On Large Language Models' by Jay Alammar and Maarten Grootendorst, with annotated Jupyter notebook… | 64 | 2838 | active |
| logpai/loghub Loghub is a curated collection of raw system log datasets (HDFS, Hadoop, Spark, OpenStack, and more) for AI-driven log analytics research. … | 77 | 2807 | active |
| unsplash/datasets The Unsplash Dataset is a collection of over 7.4 million high-quality photos with rich metadata including keywords, search queries, and cam… | 80 | 2777 | active |
| ondyari/FaceForensics FaceForensics++ is a forensics benchmark dataset of 1000 original YouTube video sequences manipulated with four automated face manipulation… | 32 | 2764 | stable |
| rushter/MLAlgorithms A collection of minimal, clean Python implementations of core machine learning algorithms built with numpy, scipy, and autograd. It is desi… | 69 | 11171 | maintenance |
| underlines/awesome-ml A curated awesome-list of machine learning resources covering LLMs, image, video, and audio models, plus analytics and data science. It org… | 40 | 2719 | active |
| injetlee/Python A collection of Python example scripts and tutorial-style code covering web scraping, simulated logins (e.g., Zhihu), Excel file reading/wr… | 69 | 10800 | maintenance |
| genieincodebottle/generative-ai A curated collection of Generative AI learning resources including a detailed roadmap, hands-on Jupyter Notebook projects, use cases, and i… | 71 | 2608 | active |
| GoogleCloudPlatform/asl-ml-immersion A collection of Jupyter notebooks, code samples, and labs from Google Cloud's Advanced Solutions Lab covering machine learning, MLOps, and … | 87 | 2596 | active |
| huseinzol05/Stock-Prediction-Models A collection of Jupyter Notebook implementations of machine learning and deep learning models for stock price forecasting, including 30+ fo… | 10 | 9480 | maintenance |
| NirantK/awesome-project-ideas A curated awesome-list of 30+ practical deep learning and machine learning project ideas spanning NLP, computer vision, forecasting, recomm… | 32 | 9290 | maintenance |
| ScanNet/ScanNet ScanNet is a large RGB-D video dataset with 2.5 million views across 1500+ indoor scans, annotated with 3D camera poses, surface reconstruc… | 55 | 2331 | stable |
| mistralai/cookbook A collection of Jupyter notebook examples and guides for using Mistral AI models via the Mistral API, contributed by Mistral and the commun… | 71 | 2317 | active |
| neonwatty/machine-learning-refined The companion repository for the university textbook 'Machine Learning Refined' (2nd edition), offering free chapter PDFs, Jupyter notebook… | 71 | 2258 | active |
| snap-stanford/ogb The Open Graph Benchmark (OGB) is a collection of benchmark datasets, data loaders, and evaluators for graph machine learning, covering nod… | 32 | 2094 | stable |
| big-data-europe/docker-spark A set of Dockerfiles and Docker Compose configurations for building Apache Spark Docker images that run a standalone Spark cluster with one… | 67 | 2050 | active |
| weihaox/awesome-digital-human A curated awesome-list of research papers, code, datasets, and industry products on digital humans, covering 2D/3D/4D human modeling, avata… | 67 | 1977 | active |
| Microsoft Building Footprints Open datasets of computer-generated building footprint polygons for the United States (and globally) derived by Microsoft using deep learni… | 76 | 1940 | active |