resource: data-science
767 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| microsoft/ML-For-Beginners A 12-week, 26-lesson open-source curriculum from Microsoft teaching classic machine learning with Python and scikit-learn, including 52 qui… | 76 | 89825 | stable |
| awesomedata/awesome-public-datasets A topic-centric, curated list of high-quality free and open public datasets, organized by domain (agriculture, finance, health, etc.). It i… | 67 | 78657 | active |
| Asabeneh/30-Days-Of-Python A free, step-by-step 30-day curriculum for learning the Python programming language, covering fundamentals through web development, APIs, d… | 76 | 71964 | stable |
| chinese-poetry/chinese-poetry The most comprehensive open-source database of classical Chinese poetry, distributed as JSON files. It contains roughly 55,000 Tang poems, … | 62 | 53264 | stable |
| SimplifyJobs/Summer2027-Internships A community-maintained GitHub repository listing Summer 2027 tech internship openings across software engineering, data science, AI/ML, qua… | 77 | 46829 | active |
| google-research/google-research A large monorepo containing code and datasets released by Google Research alongside its publications, spanning machine learning, AI, and ma… | 77 | 38625 | active |
| fengdu78/Coursera-ML-AndrewNg-Notes A collection of Chinese-language study notes for Andrew Ng's Stanford 2014 Coursera Machine Learning course, available in Markdown, Word, H… | 49 | 37634 | stable |
| microsoft/Data-Science-For-Beginners A free 10-week, 20-lesson open-source curriculum from Microsoft teaching data science fundamentals through project-based learning. Each les… | 76 | 36735 | stable |
| eugeneyan/applied-ml A curated collection of papers and tech blog posts from companies describing how they apply data science and machine learning in production… | 32 | 30087 | active |
| academic/awesome-datascience A curated awesome-list repository of data science learning resources, covering courses, tutorials, algorithms, tools, books, podcasts, and … | 98 | 29874 | active |
| liquidslr/leetcode-company-wise-problems A curated dataset of LeetCode coding questions organized by company (Google, Meta, Amazon, Uber, etc.) in CSV format, based on LeetCode com… | 65 | 29273 | active |
| CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers An open-source introductory book on Bayesian inference and probabilistic programming using Python and PyMC, presented as Jupyter notebooks.… | 32 | 28173 | stable |
| fastai/fastbook The fastai book, 'Deep Learning for Coders', published as a collection of Jupyter Notebooks covering deep learning with fastai and PyTorch.… | 23 | 25242 | stable |
| wesm/pydata-book Companion materials and IPython notebooks for Wes McKinney's book 'Python for Data Analysis' (3rd Edition), published by O'Reilly Media. It… | 53 | 24857 | active |
| lukasmasuch/best-of-ml-python A curated, ranked list of 920+ open-source machine learning Python libraries, organized into 34 categories and updated weekly. Projects are… | 83 | 23731 | active |
| SimplifyJobs/New-Grad-Positions A community-maintained list of new-grad full-time job openings in software engineering, quant, PM, and related fields. Updated daily by Cod… | 77 | 17774 | active |
| mml-book/mml-book.github.io The companion webpage and source for the book 'Mathematics For Machine Learning', providing the book draft plus Jupyter notebook tutorials … | 37 | 15929 | stable |
| andkret/Cookbook The Data Engineering Cookbook is a free, open-source book by Andreas Kretz covering the skills, tools, and best practices needed to become … | 75 | 15371 | active |
| rougier/numpy-100 A collection of 100 NumPy exercises with solutions, sourced from the NumPy mailing list, Stack Overflow, and documentation. It is distribut… | 67 | 14390 | stable |
| jindongwang/transferlearning A curated collection of papers, tutorials, code, datasets, and benchmarks covering transfer learning, domain adaptation, domain generalizat… | 35 | 14348 | active |
| ageron/handson-ml3 A series of Jupyter notebooks teaching the fundamentals of Machine Learning and Deep Learning in Python, accompanying the 3rd edition of th… | 70 | 14010 | active |
| jpmorganchase/python-training J.P. Morgan's open-source Python training course for business analysts and traders, delivered as Jupyter notebooks covering numerical compu… | 77 | 13996 | active |
| guipsamora/pandas_exercises A collection of hands-on exercises for practicing the pandas data analysis library in Python, organized by topic with instructions and solu… | 53 | 13053 | active |
| Embedding/Chinese-Word-Vectors A collection of 100+ pre-trained Chinese word vector embeddings trained with different representations, context features, and corpora, plus… | 32 | 12225 | stable |
| EvanLi/Github-Ranking A continuously updated dataset of GitHub repository rankings by stars and forks, covering the overall Top 100 plus per-language Top 100 lis… | 77 | 11999 | active |
| Yorko/mlcourse.ai mlcourse.ai is an open, self-paced machine learning course by OpenDataScience, combining math-heavy lectures with practical assignments and… | 54 | 10693 | active |
| roboticcam/machine-learning-notes A continuously updated collection of 2000+ slides, Jupyter Notebook demos, and video links covering machine learning, probabilistic models,… | 73 | 10344 | active |
| 100 Days of ML Code A curated 100-day machine learning curriculum with daily code walkthroughs and infographics covering algorithms like linear regression, log… | 32 | 51677 | maintenance |
| jakevdp/PythonDataScienceHandbook The full text of Jake VanderPlas's Python Data Science Handbook, freely available as Jupyter notebooks covering IPython, NumPy, Pandas, Mat… | 32 | 49705 | maintenance |
| dr5hn/countries-states-cities-database A community-maintained open dataset of world countries, states, cities, and postcodes with ISO codes, coordinates, timezones, currencies, a… | 98 | 9796 | active |
| yzhao062/anomaly-detection-resources A curated awesome-list of anomaly detection (outlier detection) learning resources including books, papers, courses, videos, datasets, and … | 64 | 9370 | active |
| krishnaik06/The-Grand-Complete-Data-Science-Materials A curated collection of video playlists, tutorials, and learning materials covering the full data science journey, from Python and statisti… | 28 | 9064 | active |
| firmai/financial-machine-learning A curated list of practical financial machine learning tools, libraries, and applications, maintained under the Sov.ai umbrella. It aggrega… | 32 | 8764 | active |
| jupyter/docker-stacks A set of ready-to-run Docker images containing Jupyter applications and interactive computing tools, published to Quay.io. Images support r… | 77 | 8459 | active |
| JerBouma/FinanceDatabase A free, community-maintained database of 300,000+ financial symbols covering equities, ETFs, funds, indices, currencies, cryptocurrencies, … | 83 | 8390 | active |
| abhishekkrthakur/approachingalmost The official repository for the book 'Approaching (Almost) Any Machine Learning Problem' by Abhishek Thakur, containing environment files a… | 32 | 8373 | stable |
| rfordatascience/tidytuesday TidyTuesday is a weekly social data project that publishes real-world datasets for people to practice data wrangling, visualization, and mo… | 67 | 8359 | active |
| skywind3000/ECDICT A free English-to-Chinese bilingual dictionary database with hundreds of thousands of entries in CSV format, including phonetics, English a… | 29 | 8166 | active |
| jamez-bondos/awesome-gpt4o-images A curated awesome-list collection of images and prompts generated by GPT-4o and gpt-image-1, sourced from Twitter/X and the Sora community.… | 30 | 8128 | active |
| Rockyzsu/stock A continuously updated Chinese-language tutorial series and code collection for learning quantitative stock trading in 30 days, built aroun… | 67 | 7965 | active |
| greyhatguy007/Machine-Learning-Specialization-Coursera A collection of solutions and notes for the Machine Learning Specialization by Stanford University and DeepLearning.AI on Coursera, taught … | 59 | 7821 | active |
| Visualize-ML/Book3_Elements-of-Mathematics An open-source companion repository for the Chinese book '数学要素' (Elements of Mathematics), part of the Iris Flower book series teaching mat… | 68 | 7593 | active |
| LuckyOne7777/LLM-Trading-Lab A repository documenting a live 6-month experiment where ChatGPT managed a real-money micro-cap stock portfolio, including trade logs, dail… | 58 | 7498 | active |
| cantaro86/Financial-Models-Numerical-Methods A collection of interactive Jupyter notebooks covering quantitative finance topics such as option pricing, stochastic processes, PDE method… | 32 | 7409 | active |
| MrMimic/data-scientist-roadmap A collection of Jupyter Notebook tutorials organized around the famous 'Road to Data Scientist' metro-map curriculum. It guides learners pr… | 35 | 7386 | active |
| dspinellis/unix-history-repo A Git repository reconstructing the continuous commit history of the Unix operating system from 1970 to today, synthesized from 22 snapshot… | 59 | 7250 | active |
| Visualize-ML/Book1_Python-For-Beginners Book 1 of the Iris Flower Book series, an open-source Chinese-language textbook teaching Python programming from basic arithmetic up to mac… | 68 | 7227 | active |
| mrdbourke/zero-to-mastery-ml A repository of all course materials (Jupyter notebooks, code, datasets, images) for the Zero to Mastery Machine Learning and Data Science … | 32 | 6887 | active |
| googlecreativelab/quickdraw-dataset The Quick, Draw! Dataset is a collection of 50 million timestamped vector drawings across 345 categories, contributed by players of Google'… | 10 | 6801 | stable |
| jtleek/datasharing A written guide by the Leek group explaining best practices for sharing data with statisticians and data scientists. It covers delivering r… | 32 | 6751 | stable |
| qinwf/awesome-R A curated list of R packages, frameworks, tools, and learning resources organized by category. It serves as a discovery index for the R eco… | 51 | 6507 | active |
| faridrashidi/kaggle-solutions A curated, searchable archive of winning solutions, write-ups, notebooks, and discussions from hundreds of Kaggle competitions, published a… | 75 | 6501 | active |
| reddelexc/hackerone-reports A curated dataset of top disclosed HackerOne bug bounty reports, ranked by upvotes, bounties, bug type, and program, with raw data in data.… | 76 | 6481 | active |
| rstudio/cheatsheets A repository of Posit (RStudio) cheat sheets providing quick visual reference guides for R and Python data science packages like ggplot2, d… | 77 | 6404 | active |
| ageron/handson-ml2 Jupyter notebooks with example code and exercise solutions accompanying the second edition of the O'Reilly book 'Hands-on Machine Learning … | 70 | 29955 | maintenance |
| Ceelog/DictionaryByGPT4 An open vocabulary book of 8000+ English words fully analyzed by GPT-4, covering meanings, example sentences, roots and affixes, etymology,… | 55 | 6349 | stable |
| donnemartin/data-science-ipython-notebooks A large curated collection of IPython/Jupyter notebooks covering data science topics including deep learning (TensorFlow, Keras, Theano, Ca… | 32 | 29326 | maintenance |
| speedyapply/2027-AI-College-Jobs A continuously updated, curated list of AI/ML and data science internship and new graduate job postings for college students, organized by … | 67 | 6213 | active |
| CSSEGISandData/COVID-19 The Johns Hopkins CSSE COVID-19 data repository containing global time-series data on confirmed cases, deaths, and recoveries from January … | 10 | 28903 | maintenance |
| hugo2046/QuantsPlaybook A collection of Jupyter Notebook reproductions of 100+ quantitative investment strategies from Chinese brokerage financial engineering rese… | 69 | 5892 | active |
| Fyrd/caniuse The raw JSON dataset behind caniuse.com, containing browser support tables for HTML5, CSS3, JavaScript APIs, and other web platform feature… | 77 | 5867 | active |
| probml/pml-book A series of open textbooks by Kevin Murphy on probabilistic machine learning, including 'Machine Learning: A Probabilistic Perspective', 'P… | 51 | 5647 | active |
| christophM/interpretable-ml-book The source repository for Christoph Molnar's book 'Interpretable Machine Learning: A Guide for Making Black Box Models Explainable', writte… | 64 | 5364 | active |
| kakuilan/china_area_mysql A MySQL dataset of China's five-level administrative divisions (province, city, county, town, village) scraped from the National Bureau of … | 32 | 5349 | active |
| datawhalechina/joyful-pandas Joyful-Pandas is a comprehensive Chinese-language tutorial for the pandas data analysis library, available as Jupyter notebooks, PDF, and a… | 32 | 5183 | stable |
| hadley/r4ds The open-source source repository for 'R for Data Science' (2nd edition), a free online book teaching data science with R, built with Quart… | 65 | 5141 | active |
| MLEveryday/100-Days-Of-ML-Code A Chinese translation of the popular 100-Days-Of-ML-Code learning challenge, providing day-by-day machine learning tutorials with infograph… | 32 | 22232 | maintenance |
| BoltzmannEntropy/interviews.ai An open book, 'Deep Learning Interviews', containing hundreds of fully solved job interview questions across key AI and data science topics… | 49 | 4890 | active |
| jonkrohn/ML-foundations A collection of Jupyter notebooks accompanying Jon Krohn's Machine Learning Foundations curriculum covering the math and computer science u… | 32 | 4849 | stable |
| oreilly-japan/deep-learning-from-scratch Companion source code repository for the O'Reilly Japan book 'Deep Learning from Scratch' (2016), organized by chapter with Python/NumPy im… | 32 | 4839 | stable |
| fchollet/ARC-AGI The Abstraction and Reasoning Corpus (ARC-AGI-1), a benchmark dataset of 800 JSON grid-based tasks designed to test human-like fluid genera… | 29 | 4813 | stable |
| lixin4ever/Conference-Acceptance-Rate A curated dataset tracking acceptance rates for top-tier AI conferences such as ACL, EMNLP, CVPR, and NeurIPS across many years. It include… | 52 | 4773 | active |
| mlabonne/llm-datasets A curated list of datasets and tools for post-training large language models, covering supervised fine-tuning, preference, and reasoning da… | 60 | 4757 | active |
| modood/Administrative-divisions-of-China A dataset of China's five-level administrative divisions (province, city, county, town, village) published as JSON and CSV files, plus an n… | 49 | 20940 | maintenance |
| dotnet/machinelearning-samples The official samples repository for ML.NET, Microsoft's cross-platform machine learning framework for .NET. It contains getting-started con… | 23 | 4686 | active |
| r0f1/datascience A curated awesome-list of Python resources for data science, covering libraries, tutorials, code snippets, blog posts, and talks. It spans … | 76 | 4657 | active |
| kaieye/2022-Machine-Learning-Specialization A community-maintained collection of Jupyter Notebook labs, quizzes, and markdown notes for Andrew Ng's 2022 Machine Learning Specializatio… | 32 | 4609 | stable |
| tensorflow/datasets TensorFlow Datasets (TFDS) is a curated collection of ready-to-use public datasets exposed as tf.data.Dataset objects for TensorFlow, JAX, … | 85 | 4581 | stable |
| afatcoder/LeetcodeTop A curated dataset of high-frequency LeetCode questions asked by major Chinese internet companies, compiled manually from interview experien… | 32 | 20013 | maintenance |
| npubird/KnowledgeGraphCourse A graduate-level course on knowledge graphs from Southeast University, providing lecture slides and materials covering knowledge representa… | 41 | 4463 | active |
| fengdu78/lihang-code A collection of Jupyter Notebook code implementations accompanying Li Hang's textbook 'Statistical Learning Methods' (2nd edition). It cove… | 32 | 19590 | maintenance |
| zotroneneis/machine_learning_basics A collection of Jupyter notebooks implementing basic machine learning algorithms from scratch in plain Python, without ML libraries. It cov… | 32 | 4416 | stable |
| PolymathicAI/the_well The Well is a 15TB collection of machine learning datasets containing numerical simulations of spatiotemporal physical systems, spanning 16… | 62 | 4389 | active |
| ndleah/python-mini-project A curated collection of small, beginner-friendly Python mini-projects aimed at helping newcomers practice programming and data science skil… | 32 | 4367 | active |
| Moataz-Elmesmary/Data-Science-Roadmap A free self-learning roadmap repository guiding learners into data science from A to Z, curating the best free resources, videos, and cheat… | 57 | 4352 | active |
| KHwang9883/MobileModels A community-maintained dataset aggregating mobile phone model numbers and their marketing names across brands like Apple, Samsung, Xiaomi, … | 77 | 4293 | active |
| AllenDowney/ThinkStats2 The text and supporting Jupyter notebook code for Think Stats, 2nd Edition, a book teaching probability and statistics to Python programmer… | 34 | 4227 | stable |
| shashankvemuri/Finance A collection of 150+ standalone Python programs for gathering, manipulating, and analyzing stock market data. It covers stock screening, ma… | 66 | 4193 | active |
| wangshusen/RecommenderSystem A collection of lecture slides, notes, and videos teaching industrial recommender systems, covering retrieval (ItemCF, UserCF, Swing, two-t… | 32 | 4174 | stable |
| fivethirtyeight/data The official repository of datasets and code behind FiveThirtyEight's articles and graphics, published under CC-BY-4.0 (data) and MIT (code… | 36 | 17432 | maintenance |
| electricitymaps/electricitymaps-contrib A community-maintained collection of Python parsers that collect and standardize electricity data (production, exchanges, prices) from offi… | 89 | 4025 | active |
| jeroenjanssens/data-science-at-the-command-line The open repository for the book 'Data Science at the Command Line' by Jeroen Janssens, containing the full text, datasets, and scripts fro… | 23 | 3968 | stable |
| FilterPy An open-source Jupyter Notebook book teaching Kalman and Bayesian filters with intuition-first explanations, runnable Python code, and solv… | 23 | 3862 | stable |
| FavioVazquez/ds-cheatsheets A curated collection of data science cheatsheets in PDF format covering Python, R, Spark, machine learning, and business science workflows.… | 32 | 16330 | maintenance |
| Visualize-ML/Book2_Beauty-of-Data-Visualization Book2 'Beauty of Data Visualization' is an open-source Chinese textbook from the Iris (鸢尾花) book series, delivered as Jupyter Notebooks cov… | 68 | 3798 | active |
| songguoxs/gpt4o-image-prompts A curated collection of thousands of image-generation prompts for models like Nano Banana Pro, GPT-4o/GPT-5, and Grok, stored as Markdown c… | 47 | 3791 | active |
| Jon-Becker/prediction-market-analysis A Python framework for collecting and analyzing prediction market data from Polymarket and Kalshi, including the largest publicly available… | 60 | 3774 | active |
| datawhalechina/thorough-pytorch An open-source Chinese-language PyTorch tutorial course ('Thorough PyTorch') by DataWhale, delivered as Jupyter notebooks and markdown docs… | 61 | 3760 | active |
| nasa/NASA-3D-Resources A NASA-maintained collection of free, copyright-free 3D models, textures, and images sourced from NASA centers and missions. It serves as a… | 43 | 3757 | active |
| M-3LAB/awesome-industrial-anomaly-detection A curated awesome-list of papers, datasets, benchmarks, and SOTA methods for industrial image anomaly and defect detection. It accompanies … | 76 | 3747 | active |
page 1 / 8 next →