JuliaAI

Home for repositories of the MLJ (Machine Learning in Julia) project

README.md

JuliaAI is the organization that hosts software supporting the Machine Learning in Julia project (MLJ).

New to MLJ? Start here.

Integrating an existing machine learning model into the MLJ framework? Start here.

Want to learn more about the project? Start here.

Wanting to contribute? Start here.

PhD and Postdoc opportunies See here.

Dependency chart for MLJ software. Repositories with dashed connections do not currently exist but are planned/proposed.

Pinned Loading

MLJ.jl MLJ.jl Public

A Julia machine learning framework

Julia 1.8k 157
MLJBase.jl MLJBase.jl Public

Core functionality for the MLJ machine learning framework

Julia 161 45
MLJModels.jl MLJModels.jl Public

Home of the MLJ model registry and tools for model queries and mode code loading

Julia 81 27
ScientificTypes.jl ScientificTypes.jl Public

An API for dispatching on the "scientific" type of data instead of the machine type

Julia 97 8
MLJTuning.jl MLJTuning.jl Public

Hyperparameter optimization algorithms for use in the MLJ machine learning framework

Julia 66 12
MLJIteration.jl MLJIteration.jl Public

A package for wrapping iterative MLJ models in a control strategy

Julia 11 2

Repositories

MLJ Public
Work in Progress

JuliaAI/MLJ’s past year of commit activity

Svelte 1 MIT 0 3 0 Updated Nov 4, 2024
MLFlowClient.jl Public
Julia client for MLFlow.

JuliaAI/MLFlowClient.jl’s past year of commit activity

Julia 47 MIT 10 6 (1 issue needs help) 5 Updated Nov 4, 2024
LearnAPI.jl Public
A Julia interface for training and applying models in machine learning and statistics

JuliaAI/LearnAPI.jl’s past year of commit activity

Julia 34 MIT 2 4 0 Updated Nov 3, 2024
MLJ.jl Public
A Julia machine learning framework

JuliaAI/MLJ.jl’s past year of commit activity

Julia 1,796 157 85 (1 issue needs help) 1 Updated Nov 3, 2024
OpenML.jl Public
Partial implementation of the OpenML API for Julia

JuliaAI/OpenML.jl’s past year of commit activity

Julia 10 MIT 5 0 0 Updated Nov 2, 2024
MLJText.jl Public
A an MLJ extension for accessing models and tools related to text analysis

JuliaAI/MLJText.jl’s past year of commit activity

Julia 11 MIT 1 2 1 Updated Oct 26, 2024
Imbalance.jl Public
A Julia toolbox with resampling methods to correct for class imbalance.

JuliaAI/Imbalance.jl’s past year of commit activity

Julia 28 MIT 1 2 (1 issue needs help) 0 Updated Sep 28, 2024
DecisionTree.jl Public
Julia implementation of Decision Tree (CART) and Random Forest algorithms

JuliaAI/DecisionTree.jl’s past year of commit activity

Julia 355 102 41 (1 issue needs help) 5 Updated Sep 27, 2024
StatisticalMeasures.jl Public
Measures (metrics) for statistics and machine learning

JuliaAI/StatisticalMeasures.jl’s past year of commit activity

Julia 14 MIT 3 5 (1 issue needs help) 0 Updated Sep 18, 2024
MLJModelInterface.jl Public
Lightweight package to interface with MLJ

JuliaAI/MLJModelInterface.jl’s past year of commit activity

Julia 37 MIT 8 15 1 Updated Sep 9, 2024