bilevel-optimization

A library for differentiable nonlinear optimization

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

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

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

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

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

Coresets via Bilevel Optimization

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

Benchmark for bi-level optimization solvers

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

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

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

JuMP-based toolbox for solving bilevel optimization problems

Solve optimization problems and build custom algorithms

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

Multi-rendezvous Spacecraft Trajectory Optimization with Beam P-ACO

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.

MetaOpt: Towards efficient heuristic design with quantifiable and confident performance

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

Extended Mathematical Programming in Julia