implicit-differentiation

There are 11 repositories under implicit-differentiation topic.

facebookresearch/theseus
A library for differentiable nonlinear optimization
Language:Python1.9k 32 195133
metaopt/torchopt
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
Language:Python574 13 4036
leopard-ai/betty
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
Language:Python338 8 1228
JuliaNonconvex/Nonconvex.jl
Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.
Language:Julia115 5 8810
thorek1/MacroModelling.jl
Macros and functions to work with DSGE models.
Language:Julia106 6 2518
AvivNavon/AuxiLearn
Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]
Language:Python84 5 313
mohamed82008/DifferentiableFactorizations.jl
Differentiable matrix factorizations using ImplicitDifferentiation.jl.
Language:Julia30 1 81
tachukao/idoc
Implicit Differentiable Optimal Control (IDOC) with JAX
Language:Python12 2 01
alwaysbyx/e2e-DR-learning
Code for our paper Demand Response Model Identification and Behavior Forecast with OptNet: a Gradient-based Approach.
Language:Python11 1 02
ellenzhuwang/implicit_vkood
An end-to-end multimodal framework incorporating explicit knowledge graphs and OOD-detection. (NeurIPS23)
Language:Python5 1 01
anh-tong/hyper-opt
Bilevel Hyperparameter Optimization with Implicit Differentiation
Language:Jupyter Notebook2 2 00