PyRank

Bilevel Optimization Python Packages

Python packages with the GitHub topic bilevel-optimization. Sorted by monthly downloads, with stars and forks.
metaopt
torchopt

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

17K 637 44
facebookresearch
torchlie

A library for differentiable nonlinear optimization

5K 2K 152
facebookresearch
torchkin

A library for differentiable nonlinear optimization

4K 2K 152
facebookresearch
theseus-ai

A library for differentiable nonlinear optimization

3K 2K 152
dxogrp
blvpy

Disciplined bilevel programming in Python

1K 0 0
leopard-ai
betty-ml

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

346 348 28
facebookresearch
theseus-ai-nightly

A library for differentiable nonlinear optimization

186 2K 152
Hierarchical-VIs
regularization-methods-for-hvis

Package aimed at solving variational inequalities over the solution set of a monotone inclusion.

135 2 0
dvillacis
sparho

Nonsmooth bilevel hyperparameter optimization via implicit differentiation.

132 0 0
facebookresearch
theseus-opt

A library for differentiable nonlinear optimization

5 2K 152