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https://github.com/JuliaStats/MLBase.jl

A set of functions to support the development of machine learning algorithms
https://github.com/JuliaStats/MLBase.jl

Last synced: 24 days ago
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A set of functions to support the development of machine learning algorithms

Host: GitHub
URL: https://github.com/JuliaStats/MLBase.jl
Owner: JuliaStats
License: mit
Created: 2013-02-10T15:50:23.000Z (over 11 years ago)
Default Branch: master
Last Pushed: 2023-08-17T20:45:33.000Z (10 months ago)
Last Synced: 2024-04-24T00:01:14.813Z (about 1 month ago)
Language: Julia
Homepage:
Size: 163 KB
Stars: 186
Watchers: 29
Forks: 66
Open Issues: 11
Metadata Files:
- Readme: README.md
- License: LICENSE.md

Lists

AI - MLBase - A set of functions to support the development of machine learning algorithms. (Julia / [Tools](#tools-1))
awesome-machine-learning - MLBase - A set of functions to support the development of machine learning algorithms. (Julia / [Tools](#tools-1))
awesome-machine-learning - MLBase - A set of functions to support the development of machine learning algorithms (Julia)
awesome-machine-learning - MLBase - A set of functions to support the development of machine learning algorithms. (Julia / Speech Recognition)
awesome-machine-learning - MLBase - A set of functions to support the development of machine learning algorithms. (Julia)
awesome-machine-learning - MLBase - A set of functions to support the development of machine learning algorithms. (Julia / Speech Recognition)
awesome-machine-learnings - MLBase - A set of functions to support the development of machine learning algorithms. (Julia / [Tools](#tools-1))
awesome-machine-learning-library - MLBase - A set of functions to support the development of machine learning algorithms (Julia / Speech Recognition)
awesome-machine-learning - MLBase - A set of functions to support the development of machine learning algorithms. (Julia / Speech Recognition)
awesome-machine-learning - MLBase - A set of functions to support the development of machine learning algorithms. (Julia / [Tools](#tools-1))
awesome-machine-learning - MLBase - A set of functions to support the development of machine learning algorithms. (Julia / Speech Recognition)
awesome-machine-learning - MLBase - A set of functions to support the development of machine learning algorithms. (Julia / [Tools](#tools-1))
awesome-machine-learning - MLBase - A set of functions to support the development of machine learning algorithms. (Julia / Tools)
awesome-machine-learning - MLBase - A set of functions to support the development of machine learning algorithms. (Julia / Speech Recognition)
awesome-machine-learning - MLBase - A set of functions to support the development of machine learning algorithms. (Julia / Speech Recognition)
awesome-machine-learning - MLBase - A set of functions to support the development of machine learning algorithms. (Julia / Tools)
awesome-advanced-metering-infrastructure - MLBase - A set of functions to support the development of machine learning algorithms. (Julia / Speech Recognition)
awesome-machine-learning - MLBase - A set of functions to support the development of machine learning algorithms. (Julia / Speech Recognition)
awesome-julia-datasciences - MLBase - A set of functions to support the development of machine learning algorithms. (APL / General-Purpose Machine Learning)
awesome-machine-learning - MLBase - A set of functions to support the development of machine learning algorithms (Julia / Speech Recognition)
awesome-machine-learning - MLBase - A set of functions to support the development of machine learning algorithms (Julia / Speech Recognition)
awesome-machine-learning - MLBase - A set of functions to support the development of machine learning algorithms. (Julia / Speech Recognition)

README

        # MLBase.jl

Swiss knife for machine learning.

[![Build Status](https://github.com/JuliaStats/MLBase.jl/workflows/CI/badge.svg)](https://github.com/JuliaStats/MLBase.jl/actions?query=workflow%3ACI+branch%3Amaster)

[![Coveralls](https://coveralls.io/repos/github/JuliaStats/MLBase.jl/badge.svg?branch=master)](https://coveralls.io/github/JuliaStats/MLBase.jl?branch=master)

[![Documentation Status](https://readthedocs.org/projects/mlbasejl/badge/?version=latest)](http://mlbasejl.readthedocs.io/en/latest/?badge=latest)

This package does not implement specific machine learning algorithms. Instead, it provides a collection of useful tools to support machine learning programs, including:

- Data manipulation & preprocessing

- Score-based classification

- Performance evaluation (*e.g.* evaluating ROC)

- Cross validation

- Model tuning (*i.e.* search best settings of parameters)

**Notes:** This package depends on [StatsBase](https://github.com/JuliaStats/StatsBase.jl) and reexports all names therefrom.

### Resources

- **Documentation:** 

- **Release Notes:**