Projects in Awesome Lists tagged with implicit-differentiation
A curated list of projects in awesome lists tagged with implicit-differentiation .
https://github.com/facebookresearch/theseus
A library for differentiable nonlinear optimization
bilevel-optimization computer-vision deep-learning differentiable-optimization embodied-ai gauss-newton implicit-differentiation levenberg-marquardt nonlinear-least-squares pytorch robotics
Last synced: 13 May 2025
https://github.com/metaopt/torchopt
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
automatic-differentiation bilevel-optimization deep-learning differentiable-optimization differentiable-programming functional-programming implicit-differentiation meta-learning meta-reinforcement-learning meta-rl optimization optimizer pytorch
Last synced: 13 Apr 2025
https://github.com/leopard-ai/betty
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
artificial-intelligence autodiff automatic-differentiation bilevel-optimization deep-learning hyperparameter-optimization implicit-differentiation machine-learning meta-learning multilevel-optimization neural-architecture-search pytorch reinforcement-learning
Last synced: 29 Dec 2025
https://github.com/JuliaNonconvex/Nonconvex.jl
Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.
augmented-lagrangian-method automatic-differentiation bayesian-optimization black-box-optimization derivative-free-optimization discrete-optimization evolutionary-algorithms global-optimization gradient-based-optimisation implicit-differentiation interior-point-optimizer metaheuristics method-of-moving-asymptotes mixed-integer-nonlinear-programming nonlinear-optimization nonlinear-programming optimization semidefinite-programming surrogate-assisted-optimization
Last synced: 04 May 2025
https://github.com/mohamed82008/differentiablefactorizations.jl
Differentiable matrix factorizations using ImplicitDifferentiation.jl.
automatic-differentiation cholesky-decomposition eigendecomposition forward-mode-autodiff generalized-eigenvalue implicit-differentiation lu-decomposition matrix-decompositions matrix-factorization qr-decomposition reverse-mode-autodiff schur-decomposition svd svd-matrix-factorisation
Last synced: 14 Mar 2025
https://github.com/tachukao/idoc
Implicit Differentiable Optimal Control (IDOC) with JAX
automatic-differentiation implicit-differentiation lqr machine-learning optimal-control quadratic-programming
Last synced: 14 Apr 2025
