JuliaDecisionFocusedLearning

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7 repositories

DecisionFocusedLearningBenchmarks.jl
Public
Benchmark problems for decision-focused learning
machine-learning optimization graphs julia combinatorics autodiff
Julia
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MIT License
•0•11•10•1•Updated Aug 7, 2025Aug 7, 2025
ImplicitDifferentiation.jl
Public
Automatic differentiation of implicit functions
machine-learning optimization julia automatic-differentiation implicit autodiff
Julia
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MIT License
•8•133•12•1•Updated Aug 6, 2025Aug 6, 2025
InferOpt.jl
Public
Combinatorial optimization layers for machine learning pipelines
machine-learning julia automatic-differentiation structured-learning combinatorial-optimization
Julia
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MIT License
•4•126•17•1•Updated Jul 16, 2025Jul 16, 2025
DecisionFocusedLearningAlgorithms.jl
Public
Generic implementations of learning algorithms for decision-focused learning pipelines.
0•0•0•0•Updated Jul 8, 2025Jul 8, 2025
DifferentiableFrankWolfe.jl
Public
Differentiable wrapper for FrankWolfe.jl convex optimization routines
optimization julia automatic-differentiation implicit autodiff convex frank-wolfe
Julia
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MIT License
•0•7•0•0•Updated Jul 2, 2025Jul 2, 2025
DifferentiableExpectations.jl
Public
A Julia package for differentiating through expectations with Monte-Carlo estimates
julia monte-carlo automatic-differentiation expectation reinforce autodiff reparametrization
Julia
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MIT License
•0•15•2•3•Updated Nov 25, 2024Nov 25, 2024
.github
Public
0•0•0•0•Updated Apr 24, 2024Apr 24, 2024