7 results found Sort:

facebookresearch
theseus facebookresearch
129
1.8k
mit
30
A library for differentiable nonlinear optimization
pytorch robotics embodied-ai gauss-newton deep-learning computer-vision levenberg-marquardt bilevel-optimization nonlinear-least-squares implicit-differentiation differentiable-optimization
Created 2021-11-18
354 commits to main branch, last one 2 months ago
metaopt
torchopt metaopt
35
557
apache-2.0
14
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
meta-rl pytorch optimizer optimization deep-learning meta-learning bilevel-optimization functional-programming implicit-differentiation automatic-differentiation differentiable-programming differentiable-optimization meta-reinforcement-learning
Created 2022-04-08
262 commits to main branch, last one 5 months ago
leopard-ai
betty leopard-ai
27
334
apache-2.0
8
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
pytorch autodiff deep-learning meta-learning machine-learning bilevel-optimization reinforcement-learning artificial-intelligence multilevel-optimization implicit-differentiation automatic-differentiation neural-architecture-search hyperparameter-optimization
Created 2022-06-29
453 commits to main branch, last one 5 months ago
JuliaNonconvex
Nonconvex.jl JuliaNonconvex
10
114
mit
5
Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.
optimization metaheuristics global-optimization bayesian-optimization discrete-optimization nonlinear-programming black-box-optimization nonlinear-optimization evolutionary-algorithms implicit-differentiation interior-point-optimizer semidefinite-programming automatic-differentiation augmented-lagrangian-method gradient-based-optimisation method-of-moving-asymptotes derivative-free-optimization surrogate-assisted-optimization mixed-integer-nonlinear-programming
Created 2021-02-14
246 commits to master branch, last one 11 months ago
thorek1
MacroModelling.jl thorek1
15
99
mit
7
Macros and functions to work with DSGE models.
dsge perturbation macroeconomics optimal-control dynamical-systems dynamic-programming difference-equations implicit-differentiation
Created 2022-11-28
1,691 commits to main branch, last one 2 months ago
AvivNavon
AuxiLearn AvivNavon
13
84
mit
5
Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]
computer-vision auxiliary-learning multitask-learning semantic-segmentation optimization-algorithms implicit-differentiation
Created 2020-06-07
30 commits to master branch, last one 2 years ago
mohamed82008
DifferentiableFactorizations.jl mohamed82008
1
30
mit
1
Differentiable matrix factorizations using ImplicitDifferentiation.jl.
svd lu-decomposition qr-decomposition eigendecomposition schur-decomposition matrix-factorization forward-mode-autodiff matrix-decompositions reverse-mode-autodiff cholesky-decomposition generalized-eigenvalue implicit-differentiation svd-matrix-factorisation automatic-differentiation
Created 2022-07-20
12 commits to main branch, last one about a year ago