resource: data-science
767 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| Visualize-ML/Book5_Essentials-of-Probability-and-Statistics An open-source Chinese-language textbook ('Statistics Made Simple', Book 5 of the Iris series) teaching probability, statistics, and multiv… | 68 | 3735 | active |
| cbamls/AI_Tutorial AIQ is a curated knowledge base and companion website aggregating high-quality AI/ML/big-data engineering content from major tech companies… | 71 | 3688 | active |
| linhandev/dataset A curated index of 80+ medical imaging datasets organized by modality and organ (liver, lung, brain, heart, eye, prostate, etc.), with basi… | 32 | 3605 | active |
| zouzhekang/YJYpaper A community-maintained repository documenting alleged errors, data fabrication, plagiarism, and academic ethics issues in a Wuhan Universit… | 34 | 3593 | active |
| krzjoa/awesome-python-data-science A curated awesome-list cataloging Python data science software across machine learning, deep learning, NLP, visualization, and related area… | 67 | 3569 | active |
| CoPaper.AI Agent Skills A curated collection of 23,000+ AI agent skills for empirical research across 8 social science disciplines, maintained by CoPaper.AI from S… | 67 | 3558 | active |
| hudl/open-data A free, openly licensed dataset of football (soccer) event data from StatsBomb, provided as JSON files covering competitions, matches, line… | 70 | 3557 | active |
| virgili0/Virgilio Virgilio is an open-source e-learning initiative that provides curated guides and structured learning paths for Data Science, organized int… | 53 | 14966 | maintenance |
| ethen8181/machine-learning A continuously updated collection of machine learning and data science tutorials written as Jupyter notebooks in Python 3. It covers topics… | 73 | 3498 | active |
| oxnr/awesome-bigdata A curated awesome-list of big data frameworks, databases, tools, papers, books, and resources. It serves as a reference catalog covering RD… | 75 | 14588 | maintenance |
| matheusfacure/python-causality-handbook An open online textbook, 'Causal Inference for the Brave and True', teaching causal inference and impact estimation in Python with Jupyter … | 64 | 3443 | active |
| Zjh-819/LLMDataHub A curated catalog (awesome list) of open-source datasets for training large language models, covering alignment/SFT, domain-specific, pretr… | 30 | 3411 | active |
| MIT-LCP/mimic-code A community-maintained repository of code for building, loading, and analyzing the MIMIC family of critical care databases (MIMIC-III, MIMI… | 79 | 3355 | active |
| hyperai/awesome-ai4s A curated, continuously updated collection of annotated AI for Science research papers maintained by HyperAI, covering domains like biophar… | 66 | 3339 | active |
| BandaiNamcoResearchInc/Bandai-Namco-Research-Motiondataset Motion capture datasets released by Bandai Namco Research containing BVH-format character motions with diverse contents (daily activities, … | 32 | 3324 | stable |
| Yixiaohan/show-me-the-code A curated collection of small daily Python programming exercises designed for learners to practice coding skills. Each exercise is a self-c… | 32 | 13729 | maintenance |
| openaddresses/openaddresses OpenAddresses is a global, openly licensed collection of address, cadastral parcel, building footprint, and street centerline data sources.… | 77 | 3242 | active |
| scipy-lectures/scientific-python-lectures A comprehensive set of tutorial lectures on the scientific Python ecosystem, covering NumPy, SciPy, Matplotlib, scikit-learn, scikit-image,… | 59 | 3216 | active |
| 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 |
| rob-med/awesome-TS-anomaly-detection A curated awesome-list of software tools, libraries, and datasets for anomaly detection on time-series data. It catalogs maintained and unm… | 23 | 3161 | active |
| NeuromatchAcademy/course-content The Neuromatch Academy Computational Neuroscience course content: a free, openly licensed curriculum of Jupyter notebook tutorials, videos,… | 94 | 3118 | active |
| opengaming/osgameclones A curated, community-maintained database of open-source clones, remakes, and reimplementations of popular games, published as the website o… | 77 | 3092 | active |
| meagmohit/EEG-Datasets A curated list of publicly available EEG (electroencephalography) datasets, covering motor imagery, BCI competitions, and other paradigms. … | 53 | 3087 | active |
| tkarim45/Beginner-Data-Science-Projects A curated collection of beginner-friendly data science projects organized as standalone Jupyter notebooks with real datasets and explanatio… | 68 | 3086 | active |
| igrigorik/gharchive.org GH Archive records the public GitHub timeline into hourly JSON event archives and makes them freely downloadable, plus available as a publi… | 43 | 3072 | active |
| rasbt/python-machine-learning-book The official code repository for the 1st edition of the book 'Python Machine Learning' by Sebastian Raschka, containing Jupyter Notebook co… | 65 | 12644 | maintenance |
| zhoushengisnoob/DeepClustering A curated reading list of papers, surveys, and public codebases on deep clustering and related clustering methods. It accompanies an ACM Co… | 77 | 3061 | active |
| jiji262/tianya-docs A curated archive of classic posts from the Tianya forum (天涯神贴), collected as watermark-free PDF documents with over 200 posts covering fin… | 72 | 2947 | active |
| bytewax/awesome-public-real-time-datasets A curated awesome-list of publicly available real-time datasets and streaming data sources, maintained by the Bytewax team. It catalogs fre… | 70 | 2890 | active |
| FreedomIntelligence/Awesome-AI4Med A curated awesome-list of medical AI resources, including medical LLMs, multimodal models, datasets, and benchmarks. It aggregates links to… | 75 | 2869 | active |
| pwxcoo/chinese-xinhua An open Chinese Xinhua dictionary database distributed as JSON files, containing 14,032 xiehouyu (two-part allegorical sayings), 16,142 Chi… | 32 | 11657 | maintenance |
| oxylabs/how-to-scrape-google-trends A step-by-step tutorial repository showing how to scrape Google Trends data (keywords, popularity, regional breakdown, related queries) usi… | 50 | 2853 | active |
| danielbeach/data-engineering-practice A collection of hands-on data engineering practice problems covering Python data processing, file formats, SQL, Postgres, PySpark, and data… | 32 | 2845 | active |
| mitmath/computational-thinking MIT course 18.S191/18.C25 teaching computational thinking using the Julia programming language with interactive Pluto notebooks. It covers … | 76 | 2830 | active |
| dive-into-machine-learning/dive-into-machine-learning A curated guide of free resources for learning machine learning with Python and Jupyter Notebooks, including notebooks, courses, and links.… | 10 | 11390 | maintenance |
| hi-weijun/PythonDataScience-Collections A curated Chinese-language collection of links and resources for Python data analysis, covering Python basics, web scraping, visualization,… | 69 | 2795 | active |
| hxu296/leetcode-company-wise-problems-2022 A collection of CSV files listing Leetcode questions grouped by company, replicating the company-tagged lists normally behind Leetcode prem… | 32 | 11334 | maintenance |
| jojoldu/junior-recruit-scheduler A community-curated repository aggregating job postings, internships, and hackathon deadlines for junior developers, primarily in the Korea… | 32 | 11280 | maintenance |
| wzhe06/SparrowRecSys SparrowRecSys is an open-source movie recommendation system implemented as a mixed Java/Scala/Python project combining TensorFlow, Spark, a… | 32 | 2776 | stable |
| FinMind/FinMind FinMind is an open financial data platform and Python SDK offering 50+ datasets for Taiwan and international markets, including stock price… | 98 | 2767 | active |
| szcf-weiya/ESL-CN A Chinese translation of The Elements of Statistical Learning (ESL) textbook, accompanied by code implementations of the book's algorithms … | 59 | 2767 | active |
| datawhalechina/whale-quant WhaleQuant is an open-source quantitative finance course by Datawhale that teaches quantitative investing concepts and Python-based quant d… | 58 | 2749 | active |
| eddwebster/football_analytics A collection of football (soccer) analytics projects, notebooks, and data pipelines by Edd Webster, covering topics like expected goals, xT… | 53 | 2749 | active |
| Kaggle/docker-python The Dockerfile and build tooling behind Kaggle's official Python notebook images, preloaded with hundreds of data science and machine learn… | 91 | 2730 | active |
| Visualize-ML/Book6_First-Course-in-Data-Science An open-source Chinese-language textbook (Book 6 of the 'Iris' series, 《数据有道》) teaching data science from basic arithmetic through machine … | 68 | 2729 | active |
| fastai/numerical-linear-algebra A free online textbook of Jupyter notebooks for the fast.ai Computational Linear Algebra course, taught at the University of San Francisco.… | 32 | 10965 | maintenance |
| 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 |
| protontypes/open-sustainable-technology A curated directory and analysis of open source projects in climate change, sustainable energy, biodiversity, and natural resources. It cat… | 98 | 2545 | active |
| The-Japan-DataScientist-Society/100knocks-preprocess A collection of 100 structured data processing exercises (Data Science 100 Knocks) from the Japan Data Scientist Society, with practice pro… | 60 | 2532 | active |
| tmcw/awesome-geojson A curated awesome-list of GeoJSON utilities, libraries, and tools for working with geospatial vector data. It catalogs operations, editors,… | 75 | 2531 | active |
| brightmart/nlp_chinese_corpus A collection of large-scale Chinese NLP corpora including Wikipedia entries, news articles, encyclopedia Q&A, community Q&A, and Chinese-En… | 52 | 9908 | maintenance |
| northwesternfintech/2027QuantInternships A community-maintained dataset of quantitative finance internship openings for Summer 2027, stored as YAML files and rendered into a Markdo… | 75 | 2462 | active |
| binance/binance-public-data A repository documenting and providing access to Binance's public historical market data, downloadable as daily or monthly files for spot, … | 32 | 2462 | active |
| PizzaDeDados/datascience-pizza A community-maintained Brazilian guide (in Portuguese) aggregating data science study materials, courses, videos, datasets, companies worki… | 32 | 2455 | active |
| benedekrozemberczki/awesome-community-detection A curated awesome-list of community detection research papers, organized by method family (matrix factorization, deep learning, spectral, t… | 49 | 2450 | active |
| joelgrus/data-science-from-scratch Companion code repository for the book 'Data Science from Scratch' (2nd edition) by Joel Grus, containing pure-Python implementations of da… | 32 | 9705 | maintenance |
| unitedstates/congress-legislators A curated open dataset of United States Congress members from 1789 to present, plus committees, committee membership, and presidents/vice p… | 76 | 2429 | active |
| google-research-datasets/Objectron Objectron is a dataset of ~15K object-centric video clips with over 4M annotated images, including 3D bounding box annotations, camera pose… | 54 | 2349 | stable |
| mcordts/cityscapesScripts Official scripts and documentation for the Cityscapes Dataset, a large-scale collection of stereo street-scene videos from 50 cities with p… | 50 | 2346 | stable |
| PacktPublishing/The-Kaggle-Book The official code repository for 'The Kaggle Book' by Packt Publishing, containing Jupyter Notebook examples from two Kaggle Grandmasters. … | 64 | 2333 | active |
| OpenGithubs/github-weekly-rank A weekly curated ranking of the top 20 fastest-growing open-source GitHub projects, updated every Monday morning with star counts and weekl… | 70 | 2315 | active |
| iamseancheney/python_for_data_analysis_2nd_chinese_version A Chinese translation of the second edition of 'Python for Data Analysis' (Wes McKinney), hosted as a readable online resource covering Num… | 77 | 8980 | maintenance |
| apachecn/Interview A Chinese-language IT interview knowledge base maintained by ApacheCN, covering resume guidance, algorithm problems (LeetCode-style), commo… | 32 | 8960 | maintenance |
| avehtari/BDA_course_Aalto Complete course materials for the Bayesian Data Analysis course (CS-E5710) at Aalto University, taught by Aki Vehtari and based on the BDA3… | 77 | 2273 | active |
| justmarkham/pandas-videos A collection of Jupyter notebooks and datasets accompanying Kevin Markham's Python pandas video series on YouTube. It serves as a free lear… | 32 | 2251 | stable |
| Tanu-N-Prabhu/Python A collection of Jupyter notebooks and tutorials for learning Python, data science, and machine learning from scratch. It covers topics like… | 86 | 2231 | active |
| arbox/machine-learning-with-ruby A curated awesome-list of machine learning resources for the Ruby programming language, including libraries, tutorials, data sources, books… | 32 | 2222 | active |
| lawlite19/MachineLearning_Python A Python implementation of classic machine learning algorithms (linear regression, logistic regression, BP neural networks, SVM, K-Means, P… | 32 | 8584 | maintenance |
| fengdu78/Data-Science-Notes A collection of Jupyter Notebook study notes and curated resources covering the data science stack, from math and Python basics through Num… | 32 | 8581 | maintenance |
| quantskills/quantskills A panoramic community catalog and navigator for the QuantSkills organization, indexing 158 reusable quantitative finance skills and AI agen… | 57 | 2205 | active |
| zhu-xlab/GlobalBuildingAtlas GlobalBuildingAtlas is an open dataset providing global building polygons, height attributes, and LoD1 3D building models derived via machi… | 61 | 2198 | active |
| aladdinpersson/Machine-Learning-Collection A collection of tutorials and example implementations for machine learning and deep learning in Python, covering algorithms from scratch, P… | 23 | 8488 | maintenance |
| the-turing-way/the-turing-way The Turing Way is a collaboratively written, open-source handbook teaching reproducible, ethical, and collaborative data science. It is pub… | 67 | 2170 | active |
| alibaba/clusterdata A collection of production cluster trace datasets from Alibaba covering batch workloads, GPU/ML workloads, microservices, and microarchitec… | 70 | 2154 | active |
| rougier/from-python-to-numpy An open-access book by Nicolas P. Rougier (2017) teaching NumPy vectorization techniques for migrating from pure Python to array-based comp… | 32 | 2148 | stable |
| 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 |
| amueller/introduction_to_ml_with_python Companion repository of Jupyter notebooks and the mglearn helper library for the O'Reilly book 'Introduction to Machine Learning with Pytho… | 32 | 8161 | maintenance |
| NateScarlet/holiday-cn A machine-readable dataset of China's official statutory holidays, automatically scraped daily from State Council announcements and publish… | 78 | 2105 | active |
| jackzhenguo/python-small-examples A curated collection of small, practical Python examples and mini-cases covering basics, data science, machine learning, web, and GUI topic… | 32 | 8119 | maintenance |
| gunnarmorling/1brc The One Billion Row Challenge (1BRC) is a community coding challenge exploring how fast a Java program can aggregate min/mean/max temperatu… | 26 | 8110 | maintenance |
| pymc-devs/pymc-resources A collection of educational resources for PyMC, including Python ports of popular Bayesian statistics textbooks such as Statistical Rethink… | 32 | 2102 | active |
| openmedlab/Awesome-Medical-Dataset A curated awesome-list cataloging publicly available medical datasets, covering medical imaging (CT, MRI, endoscopy, retina, skin, microsco… | 27 | 2095 | active |
| fengdu78/WZU-machine-learning-course Course materials for Wenzhou University's Machine Learning course taught by Huang Haiguang, including PDF lecture slides, Jupyter notebook … | 52 | 2081 | active |
| toddwschneider/nyc-taxi-data A collection of R and shell scripts to download, process, and import 3+ billion NYC taxi and for-hire vehicle (Uber, Lyft) trip records int… | 49 | 2081 | active |
| AllenDowney/ThinkBayes2 Think Bayes 2 is a free book by Allen Downey introducing Bayesian statistics through computational methods, with text and supporting Python… | 75 | 2075 | stable |
| shramos/Awesome-Cybersecurity-Datasets A curated awesome-list of cybersecurity datasets covering network traffic, malware, phishing, honeypots, and more. It serves as a reference… | 32 | 2072 | active |
| Vay-keen/Machine-learning-learning-notes A set of Chinese-language study notes for Zhou Zhihua's machine learning textbook (the 'Watermelon Book'), covering supervised, unsupervise… | 32 | 7764 | maintenance |
| google-deepmind/open_x_embodiment Open X-Embodiment is a unified collection of open-sourced robot learning datasets from multiple institutions, formatted in the RLDS episode… | 50 | 2005 | active |
| llSourcell/Learn_Machine_Learning_in_3_Months A curated 3-month curriculum for learning machine learning, created by Siraj Raval to accompany his YouTube video. It links to courses and … | 32 | 7599 | maintenance |
| ytzfhqs/AAAMLP-CN A Chinese translation of Abhishek Thakur's book 'Approaching (Almost) Any Machine Learning Problem', hosted as an online documentation site… | 44 | 1982 | stable |
| Guang000/Awesome-Dataset-Distillation A curated awesome-list of papers, code, and project pages on dataset distillation and dataset condensation, maintained by researchers in th… | 76 | 1969 | active |
| firmai/industry-machine-learning A curated list of applied machine learning and data science notebooks and libraries organized across different industries. It serves as a r… | 32 | 7486 | maintenance |
| electric-capital/open-dev-data A curated taxonomy of open source blockchain, web3, cryptocurrency, and decentralized ecosystems mapped to their code repositories, with a … | 66 | 1950 | active |
| kimwang1978/collect-txt A daily auto-updated collection of IPTV live TV source playlists in txt and m3u formats, with auto-filtered blacklists/whitelists of dead o… | 69 | 1947 | active |
| MicrosoftDocs/ml-basics A collection of Jupyter Notebook exercise files accompanying the 'Create machine learning models' learning path on Microsoft Learn. It prov… | 48 | 1936 | active |
| krasserm/bayesian-machine-learning A collection of Jupyter notebooks teaching Bayesian machine learning, covering Bayesian linear regression, Gaussian processes, sparse Gauss… | 64 | 1917 | stable |
| ageron/handson-mlp A collection of Jupyter notebooks teaching machine learning and deep learning fundamentals in Python using Scikit-Learn, PyTorch, and Huggi… | 52 | 1917 | active |
| ai4s-research/awesome-ai-for-science A curated awesome-list of AI tools, libraries, papers, datasets, and frameworks for accelerating scientific discovery across physics, chemi… | 61 | 1912 | active |
| rasbt/python-machine-learning-book-2nd-edition The official code repository for the book 'Python Machine Learning (2nd edition)', containing Jupyter notebooks and Python scripts for each… | 32 | 7201 | maintenance |
| awesome-spark/awesome-spark A curated list of Apache Spark packages, language bindings, notebooks, and resources. It serves as a discovery index for the Spark ecosyste… | 63 | 1892 | active |