https://github.com/juliaml/mldatasets.jl

Utility package for accessing common Machine Learning datasets in Julia
https://github.com/juliaml/mldatasets.jl

dataset julia machine-learning

Last synced: 21 days ago
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Utility package for accessing common Machine Learning datasets in Julia

• Host: GitHub
• URL: https://github.com/juliaml/mldatasets.jl
• Owner: JuliaML
• License: mit
• Created: 2016-09-08T09:16:50.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2024-09-16T16:52:45.000Z (8 months ago)
• Last Synced: 2025-04-02T03:18:01.504Z (28 days ago)
• Topics: dataset, julia, machine-learning
• Language: Julia
• Homepage: https://juliaml.github.io/MLDatasets.jl/stable
• Size: 2.6 MB
• Stars: 226
• Watchers: 9
• Forks: 47
• Open Issues: 49
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# MLDatasets.jl

[![Docs Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://JuliaML.github.io/MLDatasets.jl/stable)

[![Docs Latest](https://img.shields.io/badge/docs-dev-blue.svg)](https://JuliaML.github.io/MLDatasets.jl/dev)

[![CI](https://github.com/JuliaML/MLDatasets.jl/workflows/Unit%20test/badge.svg)](https://github.com/JuliaML/MLDatasets.jl/actions)

This package represents a community effort to provide a common interface for accessing common Machine Learning datasets. 

In contrast to other data-related Julia packages, the focus of MLDatasets.jl is specifically on downloading, unpacking, and accessing benchmark datasets. 

Functionality for the purpose of data processing or visualization is only provided to a degree that is special to some dataset.

This package is a part of the

[JuliaML](https://github.com/JuliaML) ecosystem. 

Its functionality is built on top of the package

[DataDeps.jl](https://github.com/oxinabox/DataDeps.jl).

## Available Datasets

Datasets are grouped into different categories. Click on the links below for a full list of datasets available in each category.

- [Graphs](https://juliaml.github.io/MLDatasets.jl/dev/datasets/graphs) - Datasets with an underlying graph structure: Cora, PubMed, CiteSeer, ...

- [Misc](https://juliaml.github.io/MLDatasets.jl/dev/datasets/misc/) - Datasets that do not fall into any of the other categories: Iris, BostonHousing, ...

- [Text](https://juliaml.github.io/MLDatasets.jl/dev/datasets/text/) - Datasets for language models. 

- [Vision](https://juliaml.github.io/MLDatasets.jl/dev/datasets/vision/) - Vision related datasets such as MNIST, CIFAR10, CIFAR100, ... 

## Installation

To install MLDatasets.jl, start up Julia and type the following code snippet into the REPL. It makes use of the native Julia package manger.

```julia

import Pkg

Pkg.add("MLDatasets")

```

## Contributing to MLDatasets

Pull requests contributing new datasets are warmly welcome. See the source code of any of the available implemented datasets for 

implementation examples.

## Other data repositories for Julia

If you don't find here the dataset you are looking for, please let us know by opening an issue.

Moreover, you can check out these other packages to find what you need:

- [OutlierDetectionData.jl](https://github.com/OutlierDetectionJL/OutlierDetectionData.jl)

- [MarketData.jl](https://github.com/JuliaQuant/MarketData.jl)

- [ForecastData.jl](https://github.com/viraltux/ForecastData.jl)

- [RDatasets.jl](https://github.com/JuliaStats/RDatasets.jl)

- [CDSAPI.jl](https://github.com/JuliaClimate/CDSAPI.jl)

- [HuggingFaceDatasets.jl](https://github.com/CarloLucibello/HuggingFaceDatasets.jl)

## License

This code is free to use under the terms of the MIT license.