resource: data-science
767 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| mahmoudparsian/pyspark-tutorial A tutorial repository of Jupyter Notebook examples teaching basic distributed algorithms using PySpark, the Python API for Apache Spark. It… | 43 | 1279 | active |
| mims-harvard/TDC Therapeutics Data Commons (TDC) is an open-science initiative and Python library providing AI-ready datasets, machine learning tasks, and c… | 46 | 1276 | active |
| nationalparkservice/data An unofficial repository of National Park Service data (GeoJSON, TopoJSON, CSV, JSONP) maintained by the NPMap team for use in its mapping … | 72 | 1270 | active |
| jbmusso/awesome-graph A curated awesome-list of resources for graph databases and graph computing tools, covering OLTP and OLAP systems, query languages, and rel… | 63 | 1268 | active |
| mGalarnyk/Python_Tutorials A collection of Python, machine learning, and AI tutorials provided as Jupyter Notebooks with companion blog posts and YouTube videos. It c… | 77 | 1264 | active |
| CLUEbenchmark/CLUEDatasetSearch A curated searchable catalog of Chinese NLP datasets (with common English NLP datasets included), organized by task such as NER, QA, text c… | 32 | 4454 | maintenance |
| theislab/single-cell-best-practices An open-source Jupyter book teaching best practices for single-cell RNA-seq and multi-modal single-cell analysis, accompanying a Nature Rev… | 67 | 1253 | active |
| JWarmenhoven/ISLR-python A collection of Jupyter Notebooks reproducing the tables, figures, and lab sections of the book 'An Introduction to Statistical Learning' i… | 32 | 4407 | maintenance |
| wzhe06/Ad-papers A curated collection of academic papers, tutorials, and industry resources on computational advertising, including CTR prediction, embeddin… | 32 | 4397 | maintenance |
| telmo-correa/all-of-statistics A collection of Jupyter notebooks with notes and complete exercise solutions for self-study of Larry Wasserman's 'All of Statistics: A Conc… | 32 | 1249 | stable |
| NabidAlam/road-to-machine-learning An open-source, structured learning roadmap for machine learning, spanning 26 modules from absolute basics to advanced topics including dep… | 60 | 1239 | active |
| google-deepmind/materials_discovery Google DeepMind's GNoME repository sharing a dataset of over 520,000 predicted stable inorganic crystal structures plus model definitions (… | 67 | 1230 | 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 |
| dataquestio/solutions A collection of Jupyter Notebook solutions for the guided projects on Dataquest.io's data science courses. Each notebook demonstrates one p… | 69 | 1226 | active |
| ChawlaAvi/Daily-Dose-of-Data-Science A curated collection of Jupyter notebook code snippets from the Daily Dose of Data Science Substack publication, covering pandas, NumPy, ma… | 43 | 1223 | active |
| ashishb/android-malware A curated collection of over 300 live Android malware samples gathered from multiple sources and mailing lists. It serves as a research dat… | 59 | 1222 | active |
| qingsongedu/Awesome-TimeSeries-SpatioTemporal-LM-LLM A curated awesome-list of papers, code, and datasets on Large Language Models and Foundation Models applied to time series, spatio-temporal… | 29 | 1222 | active |
| swirl A collection of interactive courses for the swirl R package, which teaches R programming and data science directly inside the R console. Co… | 23 | 1217 | active |
| samapriya/awesome-gee-community-datasets A community-sourced catalog of geospatial datasets made available as Google Earth Engine assets, living alongside the official GEE data cat… | 95 | 1215 | active |
| ThereminGoat/switch-scores A repository of one-page PDF scorecards rating mechanical keyboard switches, maintained by ThereminGoat and updated roughly weekly. It also… | 76 | 1214 | active |
| bwjoke/BTC-Trading-Since-2020 A public dataset mirroring a real BTC trading account's history since 2020, with 43k+ orders and 173k+ execution rows from BitMEX. It serve… | 76 | 1213 | active |
| hustcxl/Rotating-machine-fault-data-set A curated collection of open rotating machinery fault diagnosis datasets, including bearing and gearbox vibration data from CWRU, MFPT, Pad… | 66 | 1212 | active |
| BIT-DataLab/LakeBench LakeBench is a large-scale benchmark for evaluating table discovery methods (joinable and unionable table search) in data lakes, containing… | 37 | 1211 | active |
| CodeCutTech/Data-science A curated collection of data science articles, videos, and code examples from CodeCut, covering topics like MLOps, data management, testing… | 10 | 4220 | maintenance |
| Yochengliu/awesome-point-cloud-analysis A curated awesome list of papers, code, and datasets for 3D point cloud analysis and processing, covering tasks like classification, segmen… | 32 | 4219 | 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 |
| satellite-image-deep-learning/datasets A curated catalog of datasets for deep learning with satellite and aerial imagery, including Sentinel missions, remote sensing hubs, and be… | 75 | 1192 | active |
| DataScienceSpecialization/courses Course materials for the Johns Hopkins Data Science Specialization offered on Coursera. The repository contains lecture notes, assignments,… | 32 | 4151 | maintenance |
| Azure/AzurePublicDataset A repository of public Microsoft Azure workload traces released for the research community, including VM workloads, Azure Functions invocat… | 88 | 1184 | active |
| Quartz/bad-data-guide A reference guide from Quartz cataloguing common problems found in real-world datasets, with suggested resolutions organized by who is best… | 32 | 4127 | maintenance |
| TheAlgorithms/R A curated collection of algorithms implemented in R, covering machine learning, regression, clustering, classification, and data preprocess… | 71 | 1183 | active |
| commaai/research The comma.ai driving dataset with accompanying code for the 2016 paper 'Learning a Driving Simulator'. It contains ~7.25 hours of highway d… | 32 | 4123 | maintenance |
| rmcelreath/stat_rethinking_2022 Course materials for Richard McElreath's Statistical Rethinking 2022 edition, a Bayesian data analysis course. It includes lecture videos, … | 32 | 4106 | maintenance |
| numerai/example-scripts Official starter scripts and tutorial notebooks for the Numerai data science tournament, where participants build machine learning models o… | 76 | 1176 | active |
| jadijadi/machine_learning_with_python_jadi A collection of Jupyter notebooks used in Jadi's Python machine learning course on Maktabkhooneh. It serves as free educational material co… | 53 | 1173 | active |
| facebookresearch/co3d Tooling for the CO3Dv2 (Common Objects In 3D) dataset, a large-scale collection of real-life multi-view images of everyday objects with cam… | 32 | 1173 | stable |
| PacktPublishing/Python-for-Algorithmic-Trading-Cookbook The official code repository for the Packt book 'Python for Algorithmic Trading Cookbook', containing Jupyter Notebook recipes for designin… | 61 | 1172 | active |
| awesome-spectral-indices/awesome-spectral-indices A curated, ready-to-use list of spectral indices for remote sensing applications, covering sensors like Landsat, Sentinel, and MODIS. It se… | 90 | 1170 | active |
| junyanz/CatPapers A curated academic paper collection listing computer vision, machine learning, and computer graphics papers whose experiments involve cats.… | 61 | 1162 | active |
| OvertureMaps/data The Overture Maps Data repository hosts and documents access to Overture Maps Foundation's open global map datasets, distributed as cloud-n… | 72 | 1159 | active |
| matloff/fasteR fasteR is a free online tutorial by Prof. Norm Matloff that teaches the R programming language to complete beginners, including nonprogramm… | 59 | 1156 | active |
| d2l-ai/berkeley-stat-157 Course homepage and materials for STAT 157, an Introduction to Deep Learning class taught at UC Berkeley in Spring 2019 by Alex Smola and M… | 32 | 4005 | maintenance |
| tb0hdan/domains A public dataset of billions of sorted Internet domains, described as the world's largest, built by processing petabytes of crawl and DNS o… | 68 | 1153 | active |
| xingag/spider_python A collection of Python web scraping examples and tutorials covering requests, xpath, BeautifulSoup, regex, multithreading, Selenium, Scrapy… | 75 | 1152 | active |
| washingtonpost/data-police-shootings A continuously updated dataset compiled by The Washington Post documenting every fatal police shooting in the United States since 2015, inc… | 35 | 1142 | active |
| linyiqun/DataMiningAlgorithm A Java collection implementing the 18 classic data mining algorithms (Apriori, FP-Tree, CART, ID3, KNN, Naive Bayes, SVM, EM, KMeans, BIRCH… | 32 | 3948 | maintenance |
| chrieke/awesome-satellite-imagery-datasets A curated awesome-list of annotated aerial and satellite imagery datasets for computer vision and deep learning, organized by task (instanc… | 10 | 3915 | maintenance |
| Hvass-Labs/Finance-Research A collection of research papers on long-term investing and portfolio optimization, written as runnable Python Jupyter Notebooks. It accompa… | 73 | 1130 | active |
| arXivTimes/arXivTimes A community repository for researching and sharing machine learning paper summaries, managed as GitHub Issues with one-line takeaways, link… | 32 | 3900 | maintenance |
| databricks/learning-spark Example code accompanying the O'Reilly 'Learning Spark' book, with implementations in Java, Scala, and Python. The examples target Spark 1.… | 73 | 3893 | maintenance |
| rasbt/python_reference A curated collection of Python tutorials, Jupyter notebooks, useful scripts, and snippets covering topics from scope resolution and unit te… | 32 | 3892 | maintenance |
| OpenExoplanetCatalogue/open_exoplanet_catalogue An open, community-maintained database of all discovered extrasolar planets, stored as human-readable XML files in a git repository. New pl… | 77 | 1124 | active |
| shaypal5/awesome-twitter-data A curated awesome-list of Twitter datasets and related resources... | 70 | 1124 | active |
| ericmjl/Network-Analysis-Made-Simple A tutorial collection of notebooks teaching practical graph theory and network analysis using Python and NetworkX. It is presented as a liv… | 66 | 1118 | active |
| leomaurodesenv/game-datasets A curated awesome-list of game datasets, APIs, tools, and resources for applying artificial intelligence and data mining to digital games. … | 75 | 1109 | active |
| patrickhulce/third-party-web A dataset and npm module that classifies third-party web entities (advertising, analytics, social, etc.) and quantifies their JavaScript ex… | 86 | 1108 | active |
| justmarkham/scikit-learn-videos A collection of Jupyter notebooks accompanying a 10-part video tutorial series teaching machine learning with scikit-learn in Python. It is… | 32 | 3807 | maintenance |
| pcm-dpc/COVID-19 The Italian Civil Protection Department's official open-data repository of COVID-19 statistics, updated daily with national, regional, and … | 32 | 3792 | maintenance |
| google/cluster-data A repository hosting Google Borg cluster workload traces, including machine-level job and task data from eight Borg cells (May 2019), an ol… | 75 | 1095 | stable |
| liucongg/NLPDataSet A curated collection of Chinese NLP datasets gathered and cleaned by the author, covering named entity recognition (NER), text summarizatio… | 32 | 1093 | stable |
| bitol-io/open-data-contract-standard The Open Data Contract Standard (ODCS) is an open specification defining the structure of data contracts between data producers and consume… | 78 | 1092 | active |
| h-Klok/StatsWithJuliaBook A companion repository of 200+ Julia code blocks for the book 'Statistics with Julia: Fundamentals for Data Science, Machine Learning and A… | 32 | 1090 | stable |
| wangshub/RL-Stock A tutorial-style project demonstrating how to use deep reinforcement learning (PPO via stable-baselines) to simulate automated stock tradin… | 32 | 3738 | maintenance |
| johnmyleswhite/ML_for_Hackers Companion code repository for the O'Reilly book 'Machine Learning for Hackers' (2012), containing R code examples for each chapter. It serv… | 32 | 3729 | maintenance |
| lukebarousse/Excel_Data_Analytics_Course A companion repository of Excel workbooks and datasets for Luke Barousse's free 'Excel for Data Analytics' YouTube course. It covers spread… | 66 | 1084 | active |
| mahmoudparsian/data-algorithms-book The official source code repository for Mahmoud Parsian's O'Reilly books 'Data Algorithms' and related titles, containing MapReduce, Spark,… | 32 | 1082 | active |
| aangelopoulos/conformal-prediction A collection of Jupyter notebooks demonstrating conformal prediction (conformal inference) on real-world machine learning tasks like image … | 56 | 1081 | active |
| Tzwcard/ChinaTelecom-GuangdongIPTV-RTP-List A curated list of IGMP/RTP multicast addresses and RTSP unicast URLs for China Telecom Guangdong IPTV channels, with generated m3u playlist… | 77 | 1074 | active |
| the-pudding/data A collection of open datasets published by The Pudding, a visual journalism outlet, accompanying their data-driven stories. Each subdirecto… | 75 | 1074 | active |
| yangwohenmai/LSTM A Chinese-language tutorial collection of LSTM neural network examples for time series forecasting, built on TensorFlow and Keras. It cover… | 32 | 3678 | maintenance |
| pim-book/programmers-introduction-to-mathematics Companion code repository for the book 'A Programmer's Introduction to Mathematics' by Jeremy Kun, containing Python implementations of app… | 32 | 3654 | maintenance |
| jrjohansson/scientific-python-lectures A collection of IPython/Jupyter notebook lectures on scientific computing with Python, covering Python programming, NumPy, SciPy, Matplotli… | 70 | 3647 | maintenance |
| volkamerlab/teachopencadd TeachOpenCADD is a teaching platform for computer-aided drug design (CADD) built from interactive Jupyter notebooks ('talktorials') that us… | 93 | 1054 | active |
| PacktPublishing/Hands-On-Graph-Neural-Networks-Using-Python The official code repository for the Packt book 'Hands-On Graph Neural Networks Using Python', containing Jupyter Notebook examples for cha… | 69 | 1053 | stable |
| google/transit The General Transit Feed Specification (GTFS) is an open standard defining data formats for public transit information, comprising GTFS Sch… | 76 | 1052 | stable |
| dssg/hitchhikers-guide An open curriculum and guide from the Data Science for Social Good (DSSG) Fellowship containing tutorials, teach-outs, and training materia… | 74 | 1050 | active |
| dataprofessor/code A compilation of R and Python code notebooks accompanying the Data Professor YouTube channel's data science tutorials. It covers explorator… | 60 | 1049 | active |
| bstabler/TransportationNetworks A repository of transportation network datasets for research, primarily benchmark networks for the traffic assignment problem. It is the ma… | 44 | 1049 | active |
| AllenDowney/ThinkStats Jupyter notebooks, data files, and supplementary material for the third edition of Think Stats, a free online book introducing probability … | 54 | 1048 | active |
| imfht/fanhaodaquan A community-maintained dataset cataloging Japanese adult video identification codes (fanhao), mapping file names, ed2k hashes, and actress … | 32 | 3567 | maintenance |
| huaweicloud/ModelArts-Lab A collection of example code and datasets for learning AI development on Huawei Cloud's ModelArts platform. It covers ExeML (no-code model … | 67 | 1044 | active |
| avehtari/BDA_py_demos A collection of Jupyter notebook demos in Python accompanying the textbook Bayesian Data Analysis (3rd edition) by Gelman et al. The demos … | 51 | 1041 | active |
| lixus7/Time-Series-Works-Conferences A curated summary of time-series research papers published at top CS conferences such as NeurIPS, ICML, ICLR, KDD, and AAAI. It organizes w… | 76 | 1040 | active |
| OpenSourceAP/CrossSection Code and data accompanying Chen and Zimmermann's paper on open source cross-sectional asset pricing. It reproduces dozens of stock-level pr… | 49 | 1034 | active |
| aws-samples/aws-machine-learning-university-accelerated-tab An open course from AWS Machine Learning University covering machine learning techniques for tabular (spreadsheet-like) data, with slides, … | 32 | 1034 | stable |
| kajweb/dict A collection of English vocabulary word lists (CET-4/6, postgraduate entrance exam, IELTS, TOEFL, SAT, GMAT, GRE) scraped from a vocabulary… | 32 | 3505 | maintenance |
| PacktPublishing/Causal-Inference-and-Discovery-in-Python The official code repository for the Packt book 'Causal Inference and Discovery in Python', containing Jupyter Notebook exercises and examp… | 74 | 1029 | active |
| tomwhite/hadoop-book Example source code accompanying O'Reilly's 'Hadoop: The Definitive Guide' by Tom White, covering the Apache Hadoop ecosystem including Had… | 32 | 3498 | maintenance |
| howie6879/weekly A personal Chinese-language tech weekly newsletter (老胡的信息周刊) that curates valuable projects, software, tutorials, and websites in the compu… | 77 | 1027 | active |
| YifanZhang07/Awesome-LongTailed-Learning A curated awesome list and accompanying codebase for deep long-tailed learning, based on a TPAMI 2023 survey paper. It catalogs top-tier co… | 57 | 1027 | active |
| fastai/course-nlp A code-first university course introducing natural language processing through Jupyter notebooks in Python, covering topic modeling, sentim… | 32 | 3488 | maintenance |
| towardsai/tutorials A collection of free AI, machine learning, and data science tutorials by Towards AI, provided as Jupyter Notebook code examples with compan… | 32 | 1026 | active |
| kjaisingh/ML-for-High-Schoolers A curated learning path guide teaching machine learning and artificial intelligence specifically to high school students, written by a high… | 10 | 1025 | active |
| DurtyFree/gta-v-data-dumps A collection of auto-generated GTA V data dumps (JSON and other formats) covering animations, particle effects, speech voices, IPLs, naviga… | 71 | 1024 | active |
| chrisconlan/algorithmic-trading-with-python Source code companion to the book 'Algorithmic Trading with Python' (2020) by Chris Conlan, including a small library (pypm) with performan… | 32 | 3479 | maintenance |
| Minqi824/ADBench ADBench is the official implementation of a comprehensive tabular anomaly detection benchmark published at NeurIPS 2022, comparing 30 algor… | 60 | 1021 | active |
| tidyverse/datascience-box An open-source collection of materials for teaching or learning an introductory data science course using R and the tidyverse. It includes … | 43 | 1018 | active |
| philipperemy/name-dataset A Python library and dataset of 730K first names and 983K last names with country rankings, gender prediction, fuzzy search, and autocomple… | 39 | 1017 | active |
| yueliu1999/Awesome-Deep-Graph-Clustering A curated awesome-list of state-of-the-art deep graph clustering methods, including papers, code links, and datasets. It accompanies an IEE… | 71 | 1016 | active |
| OpenBioLink/ThoughtSource ThoughtSource is an open hub of datasets and tools for chain-of-thought reasoning in large language models, providing standardized dataload… | 23 | 1015 | active |