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@JuliaDecisionFocusedLearning

JuliaDecisionFocusedLearning

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JuliaDecisionFocusedLearning

GitHub organization for Julia packages that combine machine learning with decision-making

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  1. ImplicitDifferentiation.jl ImplicitDifferentiation.jl Public

    Automatic differentiation of implicit functions

    Julia 123 6

  2. InferOpt.jl InferOpt.jl Public

    Combinatorial optimization layers for machine learning pipelines

    Julia 116 4

  3. DifferentiableExpectations.jl DifferentiableExpectations.jl Public

    A Julia package for differentiating through expectations with Monte-Carlo estimates

    Julia 14

  4. DifferentiableFrankWolfe.jl DifferentiableFrankWolfe.jl Public

    Differentiable wrapper for FrankWolfe.jl convex optimization routines

    Julia 7

  5. DecisionFocusedLearningBenchmarks.jl DecisionFocusedLearningBenchmarks.jl Public

    Benchmarks for decision-focused learning

    Julia 6

  6. .github .github Public

Repositories

Showing 6 of 6 repositories
  • DifferentiableExpectations.jl Public

    A Julia package for differentiating through expectations with Monte-Carlo estimates

    JuliaDecisionFocusedLearning/DifferentiableExpectations.jl’s past year of commit activity
    Julia 14 MIT 0 2 3 Updated Nov 25, 2024
  • InferOpt.jl Public

    Combinatorial optimization layers for machine learning pipelines

    JuliaDecisionFocusedLearning/InferOpt.jl’s past year of commit activity
    Julia 116 MIT 4 19 (1 issue needs help) 5 Updated Nov 18, 2024
  • DifferentiableFrankWolfe.jl Public

    Differentiable wrapper for FrankWolfe.jl convex optimization routines

    JuliaDecisionFocusedLearning/DifferentiableFrankWolfe.jl’s past year of commit activity
    Julia 7 MIT 0 0 1 Updated Nov 18, 2024
  • DecisionFocusedLearningBenchmarks.jl Public

    Benchmarks for decision-focused learning

    JuliaDecisionFocusedLearning/DecisionFocusedLearningBenchmarks.jl’s past year of commit activity
    Julia 6 MIT 0 3 1 Updated Nov 18, 2024
  • ImplicitDifferentiation.jl Public

    Automatic differentiation of implicit functions

    JuliaDecisionFocusedLearning/ImplicitDifferentiation.jl’s past year of commit activity
    Julia 123 MIT 6 9 0 Updated Sep 28, 2024
  • .github Public
    JuliaDecisionFocusedLearning/.github’s past year of commit activity
    0 0 0 0 Updated Apr 24, 2024

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