Topics / #datasets

Datasets projects on GitHub

Public dataset collections and data tooling

As of , the most-starred Datasets projects on GitHub are awesome-public-datasets (79.6K stars), google-research (38.9K stars) and 500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code (37.3K stars). GitHub.Locker tracks 30 Datasets repositories with 574.1K stars combined. The fastest-growing on October 16 was awesome-public-datasets, with +33 stars in a day.

30Projects
574.1KStars in total
+169Stars in a day
Browse in the catalog →github.com/topics/datasets ↗

Hot right now

Most stars gained in a day · Oct 16

+33

awesome-public-datasets

awesomedata/awesome-public-datasets · ★ 79.6K

A huge topic-centric list of high-quality open public datasets, organized by subject area like biology, chemistry, economics, and more.

+21

UniMate

Friedrich-M/UniMate · ★ 1.8K

UniMate is the official code release for a SIGGRAPH Asia 2026 paper: a single diffusion/flow-matching model that generates motion for very different skeleton types (bipedal, quadrupedal, avian, marine, insectoid, serpentine, and even rigid articulated objects) from a rigged 3D asset plus a text prompt, without retraining per skeleton.

+20

500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code · ★ 37.3K

It is a curated index linking to over 500 external resources, repositories, and tutorials covering AI, machine learning, deep learning, computer vision, and NLP projects with code.

+20

akshare

akfamily/akshare · ★ 23K

AKShare is a free, open-source Python library that wraps a large set of financial data interfaces behind simple function calls - one line of code is enough to fetch a dataset.

The all-time top

30 projects · by stars

  1. #1 · awesomedata/awesome-public-datasets

    awesome-public-datasets

    A huge topic-centric list of high-quality open public datasets, organized by subject area like biology, chemistry, economics, and more.

    79.6K
  2. #2 · google-research/google-research

    google-research

    A giant monorepo where Google Research dumps the code released alongside its papers and projects - hundreds of independent folders covering different research efforts, not one cohesive product.

    38.9K
  3. #3 · ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

    500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

    It is a curated index linking to over 500 external resources, repositories, and tutorials covering AI, machine learning, deep learning, computer vision, and NLP projects with code.

    37.3K
  1. 4

    COVID-19

    28.9KCSSEGISandData/COVID-19

    The COVID-19 data repository by Johns Hopkins University's Center for Systems Science and Engineering (CSSE) — the case data behind their widely used pandemic Visual Dashboard.

  2. 5

    label-studio

    28.5KHumanSignal/label-studio · TypeScript

    Label Studio is an open source data labeling and annotation tool: you label audio, text, images, videos, and time series in a browser UI and export the results in formats ready for ML training.

  3. 6

    Faker

    26.6Kfzaninotto/Faker · PHP

    Faker is a PHP library that generates fake data for you, such as names, addresses, phone numbers, emails, and more.

  4. 7

    select2

    25.9Kselect2/select2 · JavaScript

    Select2 is a jQuery-based replacement for standard HTML select boxes. It upgrades plain dropdowns with searching, remote data sets, and pagination of results.

  5. 8

    akshare

    23Kakfamily/akshare · Python

    AKShare is a free, open-source Python library that wraps a large set of financial data interfaces behind simple function calls - one line of code is enough to fetch a dataset.

  6. 9

    datasets

    22.1Khuggingface/datasets · Python

    A lightweight Python library from Hugging Face that gives one-line dataloaders for a huge catalog of ready-to-use public datasets on the HF Hub, plus fast, reproducible preprocessing for Hub and local data.

  7. 10

    pytorch-deep-learning

    19.2Kmrdbourke/pytorch-deep-learning · Jupyter Notebook

    Free course materials for the Zero to Mastery Learn PyTorch for Deep Learning course — a hands-on, code-first introduction to deep learning. The author jokes it's the second best place to learn PyTorch on the internet, after the official docs.

  8. 11

    awesome-nlp

    19.1Kkeon/awesome-nlp

    A curated list of resources dedicated to Natural Language Processing — research hubs, tutorials, courses, books, libraries, datasets, and task methods, collected as links with one-line descriptions.

  9. 12

    vision

    18Kpytorch/vision · Python

    Torchvision is PyTorch's computer vision package: popular datasets, ready-made model architectures, and common image transformations for vision work.

  10. 13

    tensor2tensor

    17.5Ktensorflow/tensor2tensor · Python

    A library of deep learning models and datasets from researchers and engineers on the Google Brain team, built to make deep learning more accessible and speed up ML research.

  11. 14

    ms-swift

    15.9Kmodelscope/ms-swift · Python

    ms-swift is the ModelScope community's fine-tuning and deployment framework for LLMs and multimodal models, covering training, inference, evaluation, quantization and deployment in one pipeline.

  12. 15

    cesium

    15.8KCesiumGS/cesium · JavaScript

    CesiumJS is an open-source JavaScript library for creating 3D globes and 2D maps in the browser without a plugin — WebGL provides hardware-accelerated graphics.

  13. 16

    cosmos

    13.7KOpenGenus/cosmos · C++

    Cosmos is OpenGenus's offline collection of algorithms and data structures — a contributor-driven code dataset with solutions in many languages, used in the Quark Search Engine, OpenGenus IQ and OpenGenus Visual Project.

  14. 17

    awesome-iptv

    12.7Kiptv-org/awesome-iptv

    This is a curated list of resources related to IPTV: providers, EPG sources, players for every platform, supporting tools, and datasets, all organized in a single GitHub README.

  15. 18

    Chinese-Word-Vectors

    12.2KEmbedding/Chinese-Word-Vectors · Python

    A collection of 100+ pre-trained Chinese word vectors (embeddings) trained with different representations, context features and corpora, plus the CA8 analogy dataset and an evaluation toolkit.

  16. 19

    cosmos

    12.1KNVIDIA/cosmos · Jupyter Notebook

    NVIDIA Cosmos is an open platform of world models, datasets, and tools for building Physical AI — systems that understand and generate the physical world for robots, autonomous vehicles, and smart infrastructure.

  17. 20

    pix2code

    12Ktonybeltramelli/pix2code · Python

    pix2code is a research project that trains a deep learning model to generate code from a single GUI screenshot, reporting over 77% accuracy for three different target platforms.

  18. 21

    phoenix

    11.9KArize-ai/phoenix · Python

    Arize Phoenix is an open-source AI observability platform for tracing, evaluating, and troubleshooting LLM applications, agents, and RAG pipelines.

  19. 22

    cleanlab

    11.7Kcleanlab/cleanlab · Python

    Cleanlab is an open-source Python library that automatically finds issues in ML datasets — label errors, outliers, duplicates — using your existing models, so that fixing the data trains better models.

  20. 23

    datasette

    11.5Ksimonw/datasette · Python

    Datasette is an open-source multi-tool for exploring and publishing data: point it at a SQLite database and it turns the data into an interactive, browsable website with an accompanying JSON API.

  21. 24

    deep_learning_object_detection

    11.4Khoya012/deep_learning_object_detection · Python

    A curated paper list of object detection using deep learning, covering the field from 2014 to 2020 with links to each paper's PDF and code.

  22. 25

    skills

    11.2Khuggingface/skills · Python

    This repo provides modular 'Agent Skills' — SKILL.md definitions that teach AI coding agents (Claude Code, Codex, Gemini CLI, Cursor) how to do Hugging Face ML tasks like managing models/datasets, training, evaluation, and deploying to Spaces or SageMaker.

  23. 26

    ml-intern

    10.8Khuggingface/ml-intern · Python

    ML Intern was a CLI agent that autonomously researched, wrote, and shipped ML code using the Hugging Face ecosystem, with deep access to docs, papers, datasets, and cloud compute. The repo is now archived — Hugging Face folded this functionality into HuggingChat's ML Intern mode.

  24. 27

    doccano

    10.8Kdoccano/doccano · Python

    Doccano is an open-source text annotation tool that lets humans label data for machine learning tasks like text classification, sequence labeling, and sequence-to-sequence problems such as summarization or translation.

  25. 28

    techniques

    10.3Ksatellite-image-deep-learning/techniques

    A curated list of techniques for deep learning with satellite and aerial imagery, covering architectures, models and algorithms for tasks like classification, segmentation and object detection.

  26. 29

    prediction-market-analysis

    3.9KJon-Becker/prediction-market-analysis · Python

    It's a framework for collecting and analyzing prediction market data from Polymarket and Kalshi, bundled with the largest publicly available dataset of their market and trade history.

  27. 30

    UniMate

    1.8KFriedrich-M/UniMate · Python

    UniMate is the official code release for a SIGGRAPH Asia 2026 paper: a single diffusion/flow-matching model that generates motion for very different skeleton types (bipedal, quadrupedal, avian, marine, insectoid, serpentine, and even rigid articulated objects) from a rigged 3D asset plus a text prompt, without retraining per skeleton.

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