resource: data-science
767 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| lijin-THU/notes-python A collection of Chinese-language Python learning notes presented as Jupyter Notebooks, covering Python basics, IPython, NumPy, SciPy, Panda… | 32 | 7151 | maintenance |
| jvns/pandas-cookbook A collection of Jupyter Notebook tutorials ('recipes') teaching Python's pandas library through real-world datasets like NYC 311 calls and … | 32 | 7108 | maintenance |
| PavelGrigoryevDS/awesome-data-analysis A curated awesome-list of 500+ resources for data analysis and data science, covering Python, SQL, statistics, ML, visualization, dashboard… | 61 | 1874 | active |
| LawRefBook/Laws A curated dataset of Chinese laws, regulations, and departmental rules, structured by chapters and stored in Markdown with a generated SQLi… | 63 | 1845 | active |
| MLEveryday/practicalAI-cn A Chinese translation of the practicalAI project, a collection of Jupyter notebooks teaching practical machine learning and deep learning w… | 66 | 6923 | maintenance |
| benedekrozemberczki/awesome-fraud-detection-papers A curated awesome-list of academic research papers on fraud detection, spanning data mining, graph learning, and machine learning venues li… | 58 | 1827 | active |
| trekhleb/machine-learning-experiments A collection of interactive machine learning experiments, each pairing a Jupyter/Colab training notebook with a browser-based demo page sho… | 56 | 1827 | active |
| softwareunderground/awesome-open-geoscience A curated awesome-list of open-source software, open books, data repositories, and tutorials for geoscientists. It covers subfields like se… | 61 | 1823 | active |
| MobilityData/awesome-transit A community-curated awesome list of open-source transit software, GTFS/GTFS-Realtime tools, APIs, datasets, apps, and research. It serves a… | 75 | 1821 | active |
| OTRF/Security-Datasets An open-source collection of malicious and benign security event datasets from different platforms, maintained by the Open Threat Research … | 23 | 1805 | active |
| yuhonas/free-exercise-db An open public domain exercise dataset in JSON format containing over 800 exercises with structured metadata (muscles, equipment, instructi… | 68 | 1803 | active |
| Kengxxiao/ArknightsGameData A repository of extracted game data for the mobile game Arknights (明日方舟), stored largely in Lua files and parsed in part via the OpenArknig… | 76 | 1798 | active |
| rhiever/Data-Analysis-and-Machine-Learning-Projects A collection of teaching materials, code, and datasets accompanying Randal S. Olson's data analysis and machine learning blog posts, primar… | 32 | 6747 | maintenance |
| open-power-workgroup/Hospital A crowdsourced open dataset compiled by the Open Power Workgroup listing Chinese hospitals associated with misleading advertising, medical … | 32 | 6713 | maintenance |
| LastAncientOne/Deep_Learning_Machine_Learning_Stock A collection of Jupyter Notebook tutorials and studies applying machine learning and deep learning algorithms to stock price prediction. It… | 32 | 1785 | active |
| thanglequoc/vietnamese-provinces-database A comprehensive dataset of Vietnamese administrative units covering all 34 provinces plus districts and wards, provided as SQL dumps and no… | 94 | 1778 | active |
| awslabs/open-data-registry A registry of publicly available datasets that can be accessed via AWS resources, with each dataset described in a YAML metadata file. It p… | 77 | 1774 | active |
| Werneror/Poetry A comprehensive open dataset of over 850,000 classical Chinese poems spanning from the pre-Qin era to modern times, stored as CSV files wit… | 32 | 1767 | stable |
| SophonPlus/ChineseNlpCorpus A curated collection of Chinese natural language processing corpora and datasets, including sentiment analysis reviews, named entity recogn… | 32 | 6594 | maintenance |
| TheEconomist/big-mac-data The official dataset and methodology code behind The Economist's Big Mac index, released as CSV/Excel files with a Jupyter Notebook showing… | 66 | 1743 | active |
| YBIFoundation/Internship A collection of Jupyter Notebook-based learning materials from YBIFoundation, structured as an internship-style program covering fundamenta… | 46 | 1727 | active |
| martinshkreli/models A collection of stock market financial models organized by ticker and sector, distributed as Excel spreadsheet files. It includes sector mo… | 77 | 1725 | active |
| uhub/awesome-matlab A curated list of MATLAB frameworks, libraries, and software, covering machine learning, robotics, signal processing, optimization, and sci… | 76 | 1722 | active |
| rushter/data-science-blogs A curated directory of data science and machine learning blogs, each entry linking to the blog and its RSS/Atom feed. It is a reference lis… | 32 | 6340 | maintenance |
| devinpleuler/analytics-handbook A Jupyter Notebook-based handbook introducing technical skills for soccer analytics, using public data from Statsbomb and Metrica. It cover… | 32 | 1695 | stable |
| jiachenli94/Awesome-Interaction-Aware-Trajectory-Prediction A curated awesome-list of state-of-the-art research materials on interaction-aware behavior and trajectory prediction, including datasets, … | 77 | 1690 | active |
| IBM/Project_CodeNet Project CodeNet is a large-scale curated dataset of ~14 million code submissions across 50+ programming languages, built to support AI-for-… | 49 | 1689 | stable |
| dformoso/machine-learning-mindmap A mindmap-style PDF cheatsheet summarizing machine learning concepts, spanning data analysis, mathematics, models, and deep learning. It se… | 32 | 6260 | maintenance |
| KEV0143/Comparative-analysis-of-hourly-load-forecasting-using-PatchTST-TFT-NHiTS-and-CatBoost A Python benchmark project comparing deep learning time-series architectures (PatchTST, Temporal Fusion Transformer, N-HiTS) against CatBoo… | 63 | 1676 | active |
| scrollmapper/bible_databases A collection of 140 Bible translations distributed as databases in multiple formats including MySQL, SQLite, CSV, JSON, YAML, TXT, Markdown… | 73 | 1675 | active |
| tomasonjo/blogs A collection of Jupyter notebooks accompanying Tomaz Bratanic's graph data science blog posts, built around Neo4j. It serves as executable,… | 59 | 1648 | active |
| beamandrew/medical-data A curated list of medical datasets for machine learning, covering medical imaging (MRI, CT, retinal images), clinical, and genomic data wit… | 32 | 6025 | maintenance |
| niderhoff/nlp-datasets A curated alphabetical list of free and public-domain text datasets for Natural Language Processing. It catalogs raw unstructured text corp… | 32 | 5995 | maintenance |
| 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 |
| qingsongedu/awesome-AI-for-time-series-papers A curated awesome-list of papers, tutorials, and surveys on AI for Time Series Analysis from top AI conferences and journals, updated promp… | 32 | 1623 | active |
| ianand/spreadsheets-are-all-you-need A project that implements the forward pass of GPT-2 entirely in Excel using standard spreadsheet functions, letting non-developers explore … | 58 | 1622 | active |
| nschloe/awesome-scientific-computing A curated awesome-list of software and resources for scientific computing and numerical analysis, covering linear algebra, PDE solvers, fin… | 74 | 1583 | active |
| fastai/courses The official lecture materials and notebooks for fast.ai's Practical Deep Learning for Coders course (2017 edition). It provides hands-on J… | 32 | 5748 | maintenance |
| AlexTheAnalyst/PortfolioProjects A collection of data analyst portfolio projects with code and queries from Alex The Analyst's tutorials, primarily in Jupyter Notebooks. It… | 32 | 1568 | active |
| BuilderPulse/BuilderPulse BuilderPulse is an AI-generated daily intelligence brief for indie hackers and MicroSaaS founders, published as a bilingual (English/Chines… | 58 | 1549 | active |
| Generative Deep Learning (book code) The official companion codebase for the O'Reilly book 'Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play' (2nd … | 32 | 1546 | active |
| MuseumofModernArt/collection The Museum of Modern Art's open collection dataset, containing metadata for over 160,000 accessioned artworks and nearly 16,000 artists in … | 95 | 1537 | active |
| aws-samples/aws-glue-samples A collection of code samples, tutorials, and utilities demonstrating AWS Glue, Amazon's serverless data integration and ETL service. It cov… | 76 | 1537 | active |
| facebookresearch/fastMRI fastMRI is a large-scale dataset of raw k-space MRI measurements and clinical MRI images released by Facebook AI Research and NYU Langone H… | 10 | 1533 | stable |
| 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 |
| WillKoehrsen/Data-Analysis A collection of Jupyter notebooks and code for numerous data science projects in Python (with a little R) by Will Koehrsen. It serves as a … | 32 | 5566 | maintenance |
| datawhalechina/hands-on-data-analysis An open-source Chinese-language hands-on course from Datawhale that teaches data analysis through project-based Jupyter notebooks covering … | 32 | 1524 | active |
| 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 |
| rocker-org/rocker Rocker is a collection of Dockerfiles and Docker images providing preconfigured R environments, including r-base, versioned R images, and R… | 72 | 1515 | active |
| aaronwangy/Data-Science-Cheatsheet A 5-page machine learning and data science cheatsheet in PDF form, based on MIT's ML courses 6.867 and 15.072. It summarizes core algorithm… | 32 | 5447 | maintenance |
| CodeCutTech/Efficient_Python_tricks_and_tools_for_data_scientists An open-source online book of bite-size Python tricks and tools aimed at data scientists, covering iterators, dictionaries, pandas/NumPy, J… | 39 | 1489 | active |
| lmmlzn/Awesome-LLMs-Datasets A curated awesome-list summarizing representative text datasets for large language models across pre-training, instruction fine-tuning, pre… | 58 | 1480 | active |
| NiuTrans/Classical-Modern A large parallel corpus of Classical Chinese (wenyanwen) aligned with modern Chinese translations, covering 327 classical books with ~972k … | 32 | 1479 | stable |
| GeostatsGuy/PythonNumericalDemos A collection of well-documented Jupyter Notebook demonstrations for spatial data analytics, geostatistics, and machine learning, created by… | 54 | 1473 | active |
| TurboWay/bigdata_analyse A collection of hands-on big data analysis projects in Python, SQL, and HQL, each with documentation, datasets, and full pipelines from cle… | 32 | 5325 | maintenance |
| mlfoundations/dclm DataComp-LM (DCLM) is a benchmark and dataset suite for curating training data for language models, including a leaderboard and evaluation … | 42 | 1467 | active |
| deep-learning-with-pytorch/dlwpt-code The official companion code repository for the Manning book 'Deep Learning with PyTorch' by Stevens, Antiga, and Viehmann. It contains Jupy… | 23 | 5232 | maintenance |
| ArthurHeitmann/arctic_shift Project Arctic Shift is an archive of Reddit data (posts, comments) made accessible through large compressed dumps, a limited API, and a we… | 93 | 1438 | 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 |
| GoogleCloudPlatform/data-science-on-gcp Companion source code repository for the O'Reilly book 'Data Science on the Google Cloud Platform' by Valliappa Lakshmanan, provided as Jup… | 63 | 1427 | active |
| chenditc/investment_data A crowdsourced Chinese stock market dataset (A-shares) maintained in a Dolt database and exported to Microsoft Qlib binary format via Pytho… | 95 | 1423 | active |
| brendenlake/omniglot The Omniglot dataset for one-shot learning, containing 1,623 handwritten characters from 50 alphabets, each drawn by 20 people with paired … | 32 | 1421 | stable |
| business-science/free_r_tips A free weekly newsletter by Business Science delivering bite-sized R programming tips, each accompanied by code and tutorials. The reposito… | 32 | 1420 | active |
| metmuseum/openaccess The Metropolitan Museum of Art's Open Access dataset containing metadata for over 470,000 artworks, released as UTF-8 CSV files under a CC0… | 76 | 1419 | active |
| rasbt/python-machine-learning-book-3rd-edition The official code repository for the book 'Python Machine Learning, 3rd Edition' by Sebastian Raschka and Vahid Mirjalili, containing Jupyt… | 32 | 5050 | maintenance |
| romanmichaelpaolucci/Quant-Guild-Library A curated library of Jupyter notebooks paired with YouTube video lectures on quantitative finance by Roman Paolucci. Topics span stochastic… | 64 | 1404 | active |
| crazyhottommy/getting-started-with-genomics-tools-and-resources A curated collection of links, courses, and tutorials covering Unix, R, and Python tools for genomics and data science. It serves as a lear… | 49 | 1403 | 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 |
| databricks/LearningSparkV2 The official companion repository for the book 'Learning Spark: Lightning-Fast Data Analytics, 2nd Edition', containing example Spark appli… | 34 | 1399 | active |
| musikalkemist/AudioSignalProcessingForML A collection of Jupyter notebooks and slides accompanying a YouTube course on audio signal processing for machine learning. It covers funda… | 74 | 1396 | active |
| 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 |
| lvgalvao/data-engineering-roadmap The official repository of a professional training program in Data Engineering and AI (university extension) by Jornada de Dados. It contai… | 63 | 1394 | active |
| INRIA/scikit-learn-mooc The source material for a free MOOC teaching machine learning in Python with scikit-learn, developed by INRIA. It includes didactic lessons… | 66 | 1392 | active |
| xxxily/hello-ai Hello-AI is an AI-agent-maintained directory of high-quality open-source AI projects, automatically discovering, evaluating, categorizing, … | 75 | 1390 | active |
| CNFeffery/DataScienceStudyNotes A companion repository for the Chinese blog series '数据科学学习手札' (Data Science Study Notes), storing code, data, and attachments for tutorials… | 10 | 1389 | active |
| hack-different/apple-knowledge A curated collection of reverse-engineered Apple formats, protocols, and knowledge, including a machine-readable YAML database of Apple har… | 76 | 1378 | active |
| intro-stat-learning/ISLP_labs Up-to-date Jupyter notebook labs accompanying the textbook 'An Introduction to Statistical Learning with Python' (ISLP), maintained by the … | 66 | 1377 | active |
| juliasilge/tidy-text-mining The open-source manuscript of the book 'Text Mining with R: A Tidy Approach' by Julia Silge and David Robinson, written in bookdown/TeX. It… | 39 | 1376 | stable |
| fastai/course-v3 The third edition of the fast.ai 'Practical Deep Learning for Coders' course, containing Jupyter notebooks and course materials. It is desi… | 32 | 4911 | maintenance |
| spark-examples/pyspark-examples A collection of runnable Python example scripts demonstrating PySpark RDD, DataFrame, and SQL operations, companion to the SparkByExamples … | 57 | 1365 | active |
| ChatPRD/lennys-podcast-transcripts An archive of 269 transcripts from Lenny's Podcast, organized as markdown files with YAML frontmatter metadata and AI-generated topic index… | 44 | 1354 | active |
| allenai/objaverse-xl Objaverse-XL is an open dataset of over 10 million annotated 3D objects, along with Python API scripts for downloading, processing, and Ble… | 18 | 1351 | stable |
| Spandan-Madan/DeepLearningProject An in-depth end-to-end tutorial of a machine learning pipeline, originally built for a Harvard data science class, covering dataset creatio… | 23 | 4814 | maintenance |
| facebookresearch/uco3d uCO3D (UnCommon Objects in 3D) is a large-scale dataset from Meta AI containing ~170,000 turn-table videos of objects from ~1000 LVIS categ… | 45 | 1343 | stable |
| aswintechguy/Machine-Learning-Projects A collection of mini machine learning projects implemented as Jupyter notebooks, covering classification and regression tasks. It includes … | 37 | 1335 | active |
| khanhnamle1994/cracking-the-data-science-interview A curated collection of cheatsheets, ebooks, interview questions, case studies, and portfolio projects for data science and machine learnin… | 32 | 4743 | maintenance |
| Data-Learn/data-engineering Data Learn is a free open educational resource and course series teaching data engineering and analytics, covering BI tools, databases, ETL… | 40 | 1332 | active |
| annexare/Countries A TypeScript-based dataset package providing countries, languages, and continents data including ISO 3166-1 codes, capitals, ISO 4217 curre… | 91 | 1326 | stable |
| xianshang33/llm-paper-daily A daily-updated curated repository of LLM and Agent research papers, with arXiv links, GitHub repos, and Chinese/English summaries. It also… | 71 | 1322 | active |
| gboeing/ppde642 PPDE642 is the second course in a two-course USC urban data science series, providing Jupyter notebook course materials on spatial analysis… | 74 | 1320 | active |
| ATH-MaaS/Awesome-Unified-Multimodal-Models A curated awesome-list repository accompanying a survey paper on unified multimodal models that handle both image-text understanding and ge… | 52 | 1312 | active |
| BrambleXu/pydata-notebook A set of Jupyter Notebook study notes translating 'Python for Data Analysis, 2nd Edition' (2017) by Wes McKinney into Chinese. It covers Nu… | 32 | 4652 | maintenance |
| AllenDowney/ThinkDSP Think DSP is a free open-source book by Allen B. Downey that teaches digital signal processing in Python using a top-down, programming-firs… | 76 | 4616 | maintenance |
| InsaneLife/ChineseNLPCorpus A curated collection of Chinese natural language processing datasets, including reading comprehension, task-oriented dialogue, and other NL… | 32 | 4612 | maintenance |
| PatWalters/practical_cheminformatics_tutorials A collection of Jupyter notebook tutorials for learning practical cheminformatics using open-source tools like RDKit, datamol, and molfeat.… | 77 | 1300 | 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 |
| mallahyari/ml-practical-usecases A curated database of 650 machine learning system design case studies from over 100 companies like Netflix, Airbnb, and DoorDash. It compil… | 41 | 1299 | active |
| susanli2016/Machine-Learning-with-Python A collection of Jupyter Notebooks demonstrating common machine learning algorithms in Python, covering regression, classification, clusteri… | 44 | 4592 | maintenance |
| michiganrobotics/rob101 Open courseware for ROB 101: Computational Linear Algebra, a first-year University of Michigan course unifying linear algebra theory with c… | 32 | 1291 | stable |
| cahyadsn/wilayah A collection of SQL datasets and a PHP+MySQL+AJAX web app containing Indonesian administrative region codes (provinces, regencies, district… | 88 | 1283 | active |