implicit-differentiation topic

List implicit-differentiation repositories

theseus

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A library for differentiable nonlinear optimization

betty

324
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Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization

torchopt

502
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TorchOpt is an efficient library for differentiable optimization built upon PyTorch.

AuxiLearn

81
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Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]

Nonconvex.jl

111
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Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.

MacroModelling.jl

45
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Macros and functions to work with DSGE models.