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koalalow.jl

A module for exposing the low-level interface of the Koala machine learning environment

koalaplots.jl

Special plotting methods for use with the Koala machine learning environment

koalaridge.jl

Ridge regression within the Koala machine learning environment

koalatransforms.jl

Common data transformations performed in machine learning, for use with the Koala environment

koalatrees.jl

Decision tree learning algorithms for use with MLJ

libsvm.jl

LIBSVM bindings for Julia

lightgbm.jl

Julia FFI interface to Microsoft's LightGBM package

lossfunctions.jl

Julia package of loss functions for machine learning.

machinelearninginjulia2020

Resources for a 3.5 hour workshop on machine learning using the MLJ toolbox

mlcourse

mlj.jl

A Julia machine learning framework

mlj2

mljbase.jl

Base code for implementing the MLJ interface for machine learning models

mljdesignpaper

mljfair.jl

A Bias audit and mitigation toolkit

mljflux.jl

An interface to the deep learning package Flux.jl from the MLJ.jl toolbox

mljinterfaces.jl

mljmodels

mljtime.jl

[WIP] Machine Learning with Time Series in Julia

mljtuning.jl

Hyperparameter optimization algorithms for use in the MLJ machine learning framework

mljtutorial.jl

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

multiclassperceptron.jl

MulticlassPerceptron.jl

multilinearintro

Introduction to multiple linear regression

multiresolutioniterators.jl

Tools for working with Iterators of Iterators of ...., with particular application in NLP which has Corpus made up of Document made up of Paragraphs made up of Sentences made up of Words made up of Characters

naivebayes.jl

Naive Bayes classifier

nearestneighbors.jl

High performance nearest neighbor data structures and algorithms for Julia.

nearestneighbortreeregressors

Code used for testing nearest neighbor regularization of single decision trees

neuralnets

C++ code for training feed-forward artificial neural networks in supervised machine learning

outlierdetection.jl

Fast, scalable and flexible Outlier Detection with Julia

outlierdetectionneighbors.jl

Neighbor-based Outlier Detection Algorithms for Julia