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JuliaAI

43 indexed repositories · View on GitHub

• MLJ.jl

  A Julia machine learning framework

  Julia · 1940 stars

• DecisionTree.jl

  Julia implementation of Decision Tree (CART) and Random Forest algorithms

  Julia · 364 stars

• MLJBase.jl

  Core functionality for the MLJ machine learning framework

  Julia · 163 stars

• DataScienceTutorials.jl

  A set of tutorials to show how to use Julia for data science (DataFrames, MLJ, ...)

  ReScript · 126 stars

• ScientificTypes.jl

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

  Julia · 98 stars

• MLJLinearModels.jl

  Generalized Linear Regressions Models (penalized regressions, robust regressions, ...)

  Julia · 86 stars

• MLJModels.jl

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

  Julia · 82 stars

• MLJTuning.jl

  Hyperparameter optimization algorithms for use in the MLJ machine learning framework

  Julia · 70 stars

• MLFlowClient.jl

  Track experiments, log metrics, manage models — MLflow from Julia.

  Julia · 59 stars

• LearnAPI.jl

  A Julia interface for training and applying models in machine learning and statistics

  Julia · 45 stars

• MLJModelInterface.jl

  Lightweight package to interface with MLJ

  Julia · 39 stars

• Imbalance.jl

  A Julia toolbox with resampling methods to correct for class imbalance.

  Julia · 31 stars

• MLJTime.jl

  Machine Learning with Time Series in Julia

  TypeScript · 28 stars

• MLJTutorial.jl

  Notebooks for introducing the machine learning toolbox MLJ (Machine Learning in Julia)

  Julia · 28 stars

• EarlyStopping.jl

  Early stopping criteria for loss-generating iterative algorithms

  Julia · 27 stars

• NearestNeighborModels.jl

  Package providing K-nearest neighbor regressors and classifiers, for use with the MLJ machine learning framework.

  Julia · 27 stars

• IterationControl.jl

  A package for controlling iterative algorithms

  Julia · 25 stars

• DearDiary.jl

  An ML experiment tracker written in Julia.

  Julia · 24 stars

• StatisticalMeasures.jl

  Measures (metrics) for statistics and machine learning

  Julia · 23 stars

• CatBoost.jl

  Julia wrapper of the python library CatBoost for boosted decision trees

  Julia · 17 stars

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