implicit-differentiation

There are 0 repository under implicit-differentiation topic.

theseus
facebookresearch / theseus
A library for differentiable nonlinear optimization
differentiable-optimization robotics embodied-ai nonlinear-least-squares pytorch deep-learning computer-vision gauss-newton levenberg-marquardt implicit-differentiation bilevel-optimization
Language:Python 1615
torchopt
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
Language:Python 503
betty
leopard-ai / betty
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
autodiff automatic-differentiation bilevel-optimization meta-learning multilevel-optimization hyperparameter-optimization neural-architecture-search reinforcement-learning artificial-intelligence machine-learning deep-learning implicit-differentiation pytorch
Language:Python 324
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
Language:Julia 110
AvivNavon / AuxiLearn
Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]
multitask-learning auxiliary-learning optimization-algorithms computer-vision semantic-segmentation implicit-differentiation
Language:Python 81
thorek1 / MacroModelling.jl
Macros and functions to work with DSGE models.
difference-equations dsge macroeconomics perturbation dynamical-systems implicit-differentiation dynamic-programming optimal-control
Language:Julia 45
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
Language:Julia 29
tachukao / idoc
Implicit Differentiable Optimal Control (IDOC) with JAX
optimal-control machine-learning automatic-differentiation implicit-differentiation lqr quadratic-programming
Language:Python 11
alwaysbyx / e2e-DR-learning
Code for our paper Demand Response Model Identification and Behavior Forecast with OptNet: a Gradient-based Approach.
demand-response implicit-differentiation inverse-optimization machine-learning deep-learning differentiable-programming model-identification
Language:Python 8
anh-tong / hyper-opt
Bilevel Hyperparameter Optimization with Implicit Differentiation
hyperparameter-optimization implicit-differentiation hessian
Language:Jupyter Notebook 2
ellenzhuwang / implicit_vkood
An end-to-end multimodal framework incorporating explicit knowledge graphs and OOD-detection. (NeurIPS23)
implicit-differentiation knowledge-graph multimodal multimodal-deep-learning neurips-2023 ood-detection vision-and-language
Language:Python 1