Projects in Awesome Lists tagged with bilevel-optimization
A curated list of projects in awesome lists tagged with bilevel-optimization .
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: 23 Apr 2025
https://github.com/thowell/optimization_dynamics
Implementation and examples from Trajectory Optimization with Optimization-Based Dynamics https://arxiv.org/abs/2109.04928
acrobot bilevel-optimization cartpole control differentiable-optimization dynamics hopper implicit optimization planar-push rocket trajectory-optimization
Last synced: 08 Feb 2025
https://github.com/minkaixu/confvae-icml21
An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming (ICML'21)
bilevel-optimization computational-biology computational-chemistry conformation generative-models graph-neural-networks icml-2021 molecule pytorch vae
Last synced: 08 Feb 2025
https://github.com/MinkaiXu/ConfVAE-ICML21
An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming (ICML'21)
bilevel-optimization computational-biology computational-chemistry conformation generative-models graph-neural-networks icml-2021 molecule pytorch vae
Last synced: 28 Nov 2024
https://github.com/pomonam/self-tuning-networks
PyTorch implementation of "STNs" and "Delta-STNs".
bilevel-optimization deep-learning hyperparameter-optimization neurips-2020 pytorch self-tuning-network
Last synced: 06 Jan 2025
https://github.com/matbesancon/bileveloptimization.jl
JuMP-based toolbox for solving bilevel optimization problems
bilevel-optimization bilevel-problem complementarity-constraints julia julialang jump mathematical-programming optimization
Last synced: 10 Apr 2025
https://github.com/benchopt/benchmark_bilevel
Benchmark for bi-level optimization solvers
bilevel-optimization datacleaning hyperparameter-optimization
Last synced: 08 May 2025
https://github.com/xhub/emp.jl
Extended Mathematical Programming in Julia
bilevel-optimization game-theory julia modeling-language mpec optimization optimization-algorithms risk-measure risk-modelling
Last synced: 06 Dec 2024
https://github.com/jmejia8/bilevelheuristics.jl
Metaheuristics for solving bilevel optimization problems.
bilevel-optimization evolutionary-algorithms metaheuristics
Last synced: 22 Feb 2025
https://github.com/microsoft/metaopt
MetaOpt: Towards efficient heuristic design with quantifiable and confident performance
algorithms bilevel-optimization heuristics optimization performance stackelberg-game
Last synced: 08 Apr 2025
https://github.com/jmejia8/bilevel-optimization-references
Thousands of bibliographic references on bi-level optimization.
bibliography bilevel bilevel-optimization hierachical
Last synced: 22 Feb 2025
https://github.com/eric11eca/reckoning-metakg
RECKONING is a bi-level learning algorithm that improves language models' reasoning ability by folding contextual knowledge into parametric knowledge through back-propagation.
bilevel-optimization complex-reasoning meta-learning pretrained-language-model question-answering
Last synced: 14 Apr 2025
https://github.com/pylat/adaptive-bilevel-optimization
A Julia package for adaptive proximal gradient for convex bilevel optimization
adaptive-learning-rate adaptive-proximal-algorithms bilevel-optimization convex-optimization machine-learning optimization-algorithms
Last synced: 21 Feb 2025
https://github.com/sijuswamy/denoising-manuscript
An initial review of the journal article related to Automatic Tuning of Parameters in Denoising Algorithms
bilevel-optimization denoising denoising-images parameter
Last synced: 26 Mar 2025
