JuliaML

Repositories

• LearnBase.jl

  Abstractions for Julia Machine Learning Packages

  machine-learning julia
  Julia 12 15 4 2 Updated Sep 15, 2020

• Reinforce.jl

  Abstractions, algorithms, and utilities for reinforcement learning in Julia

  reinforcement-learning julialang
  Julia 33 163 7 1 Updated Sep 11, 2020

• LIBSVM.jl

  LIBSVM bindings for Julia

  julia svm regression classification libsvm
  Julia 30 46 5 1 Updated Aug 21, 2020

• ValueHistories.jl

  Utilities to efficiently track learning curves or other optimization information

  machine-learning monitoring-tool
  Julia 12 15 1 3 Updated Aug 18, 2020

• MLDataUtils.jl

  Utility package for generating, loading, splitting, and processing Machine Learning datasets

  machine-learning julia dataset data-iteration
  Julia 17 70 10 1 Updated Aug 8, 2020

• OpenAIGym.jl

  OpenAI's Gym binding for Julia

  reinforcement-learning openai-gym julialang
  Julia 20 71 10 1 Updated Jul 21, 2020

• MLDatasets.jl

  Utility package for accessing common Machine Learning datasets in Julia
  Julia MIT 22 107 10 3 Updated Jun 22, 2020

• LossFunctions.jl

  Julia package of loss functions for machine learning.

  machine-learning julia regression classification loss-functions
  Julia 25 88 6 0 Updated Jun 1, 2020

• LearningStrategies.jl

  A generic and modular framework for building custom iterative algorithms in Julia

  machine-learning algorithms julialang optimization-framework
  Julia 8 24 2 0 Updated May 5, 2020

• AtariAlgos.jl

  Arcade Learning Environment (ALE) wrapped as a Reinforce.jl environment

  reinforcement-learning atari julialang
  Julia 7 34 2 0 Updated May 5, 2020

• MLDataPattern.jl

  Utility package for subsetting, resampling, iteration, and partitioning of various types of data sets in Machine Learning

  machine-learning julia data-iteration
  Julia 8 33 9 (1 issue needs help) 2 Updated Apr 30, 2020

• PenaltyFunctions.jl

  Julia package of regularization functions for machine learning

  machine-learning julia regularization penalties
  Julia MIT 9 20 5 1 Updated Apr 28, 2020

• MLLabelUtils.jl

  Utility package for working with classification targets and label-encodings

  machine-learning julia classification preprocessing
  Julia 11 22 5 2 Updated Apr 22, 2020

• ContinuousOptimization.jl

  A playground for implementations of unconstrained continuous full-batch optimization algorithms

  optimization julialang
  Julia 2 7 1 0 Updated Feb 8, 2020

• MLPreprocessing.jl
  Julia 1 11 2 0 Updated Feb 8, 2020

• Transformations.jl

  Static transforms, activation functions, and other implementations of LearnBase abstractions

  machine-learning neural-networks julialang
  Julia 4 29 2 1 Updated Feb 8, 2020

• StochasticOptimization.jl

  Implementations of stochastic optimization algorithms and solvers

  machine-learning optimization julialang
  Julia 10 22 7 1 Updated Feb 8, 2020

• Roadmap.jl

  Discussions related to the future of Machine Learning in Julia
  MIT 1 9 9 1 Updated Feb 8, 2020

• Prox.jl

  Bank of proximal operators to support proximal optimization algorithms
  Julia 1 2 0 1 Updated Feb 8, 2020

• OpenAIGymAPI.jl

  A Julia package providing access to the OpenAI Gym API

  reinforcement-learning openai-gym openai-universe julialang
  Julia 1 6 0 1 Updated Feb 8, 2020

• ObjectiveFunctions.jl

  Generic definitions of objective functions using abstractions from LearnBase
  Julia 3 4 2 1 Updated Feb 8, 2020

• MLPlots.jl

  Plotting recipes for statistics and machine learning using Plots.jl
  Julia 5 21 2 2 Updated Feb 8, 2020

• MLMetrics.jl

  Metrics for scoring machine learning models in Julia
  Julia 12 25 6 1 Updated Feb 8, 2020

• Learn.jl

  JuliaML bundled in a convenient all-in-one toolkit.

  machine-learning julialang
  Julia 12 57 2 2 Updated Feb 8, 2020

• FileStorage

  Storage for images and other binary files used throughout our documentation
  Julia MIT 1 1 0 1 Updated Feb 8, 2020

• JuliaML.github.io

  The home page of JuliaML
  HTML MIT 3 4 2 0 Updated Mar 1, 2017