bilevel-optimization 开源项目推荐（70 个）

facebookresearch /theseus

可微非线性优化库

metaopt /torchopt

TorchOpt is an efficient library for differentiable optimization built upon PyTorch.

leopard-ai /betty

Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization

callous-youth /BOML

【ICMEW 2021】 Bilevel Optimization Library in Python for Multi-Task and Meta Learning

sepsamavi /safe-interactive-crowdnav

Code base for SICNav T-RO paper and SICNav-Diffusion RA-L paper

WellyZhang /MetaStyle

MetaStyle: Three-Way Trade-Off Among Speed, Flexibility, and Quality in Neural Style Transfer

zalanborsos /bilevel_coresets

Coresets via Bilevel Optimization

thowell /optimization_dynamics

Implementation and examples from Trajectory Optimization with Optimization-Based Dynamics https://arxiv.org/abs/2109.04928

benchopt /benchmark_bilevel

Benchmark for bi-level optimization solvers

MinkaiXu /ConfVAE-ICML21

An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming (ICML'21)

pomonam /Self-Tuning-Networks

PyTorch implementation of "STNs" and "Delta-STNs".

JunjieYang97 /stocBiO

Example code for paper "Bilevel Optimization: Nonasymptotic Analysis and Faster Algorithms"

matbesancon /BilevelOptimization.jl

JuMP-based toolbox for solving bilevel optimization problems

GreatTM /PowerBiMIP

PowerBiMIP is an open-source, efficient bilevel mixed-integer programming (BiMIP) solver, with a special focus on applications in power and energy systems.

lfsimoes /beam_paco__gtoc5

Multi-rendezvous Spacecraft Trajectory Optimization with Beam P-ACO

hlefebvr /idol

Solve optimization problems and build custom algorithms

vikas9087 /Bilevel-Optimization-Emissions

Proposed a mathematical model for optimizing the profits and emissions while setting dynamic prices of electricity. A bilevel & multi-objective model is proposed for maximizing profits of retailer, minimizing the emissions produced, & minimizing the total cost of customers.

microsoft /MetaOpt

MetaOpt: Towards efficient heuristic design with quantifiable and confident performance

JunjieYang97 /MRVRBO

Example Code for paper "Provably Faster Algorithms for Bilevel Optimization"

xhub /EMP.jl

Extended Mathematical Programming in Julia