Possible direct users

[gdalle]

Meta-issue to survey users of DifferentiationInterface and the related discussions.

Current users

Registered

ContinuousNormalizingFlows.jl

• https://github.com/impICNF/ContinuousNormalizingFlows.jl/issues/397
• https://github.com/impICNF/ContinuousNormalizingFlows.jl/pull/399

Fronts.jl

• https://github.com/gerlero/Fronts.jl/pull/184

ImplicitDifferentiation.jl

• https://github.com/JuliaDecisionFocusedLearning/ImplicitDifferentiation.jl/pull/135

ItemResponseFunctions.jl

• https://github.com/JuliaPsychometrics/ItemResponseFunctions.jl/pull/14

MarginalLogDensities.jl

• https://github.com/ElOceanografo/MarginalLogDensities.jl/issues/13
• https://github.com/ElOceanografo/MarginalLogDensities.jl/pull/25

SimpleNonlinearSolve.jl

• https://github.com/SciML/SimpleNonlinearSolve.jl/pull/148

Not registered

CTBase.jl and CTFlows.jl

• https://github.com/control-toolbox/CTBase.jl/issues/25
• https://github.com/control-toolbox/CTBase.jl/pull/140
• https://github.com/control-toolbox/CTBase.jl/pull/141

Future users

ADNLPModels.jl

• https://github.com/JuliaSmoothOptimizers/ADNLPModels.jl/issues/229

DifferentialEquations.jl

• https://github.com/SciML/DifferentialEquations.jl/issues/1027

Flux.jl

• https://github.com/gdalle/DifferentiationInterface.jl/issues/106
• https://github.com/gdalle/DifferentiationInterface.jl/issues/107

Lux.jl

• https://github.com/LuxDL/Lux.jl/issues/544
• https://github.com/LuxDL/Lux.jl/issues/573
• https://github.com/LuxDL/Lux.jl/issues/600

NNLib.jl

• https://github.com/gdalle/DifferentiationInterface.jl/issues/105
• https://github.com/FluxML/NNlib.jl/pull/570

NonlinearSolve.jl

• https://github.com/SciML/NonlinearSolve.jl/issues/415

OptimizationBase.jl and Optimization.jl

• https://github.com/gdalle/DifferentiationInterface.jl/issues/89
• https://github.com/SciML/OptimizationBase.jl/pull/31
• https://github.com/SciML/OptimizationBase.jl/pull/54
• https://github.com/SciML/Optimization.jl/issues/744
• https://github.com/SciML/OptimizationBase.jl/issues/62

SciMLSensitivity.jl

• https://github.com/SciML/SciMLSensitivity.jl/issues/1040

SNOW.jl

• https://github.com/byuflowlab/SNOW.jl/issues/17

Turing.jl through LogDensityProblemsAD.jl

• https://github.com/TuringLang/Turing.jl/issues/2187
• https://github.com/tpapp/LogDensityProblemsAD.jl/issues/26
• https://github.com/tpapp/LogDensityProblemsAD.jl/pull/29

VoronoiFVM.jl

• https://github.com/j-fu/VoronoiFVM.jl/issues/109

[prbzrg]

I like this package 👍 ContinuousNormalizingFlows will use it from now on 🚀 https://github.com/impICNF/ContinuousNormalizingFlows.jl/pull/399

[ElOceanografo]

Currently working on integrating this into MarginalLogDensities...

[gerlero]

Fronts is about to switch to DifferentiationInterface: https://github.com/gerlero/Fronts.jl/pull/184