PyRank

Bilevel Optimization Python Packages

Python packages with the GitHub topic bilevel-optimization. Sorted by relevance, with stars and monthly downloads.
facebookresearch
torchlie

A library for differentiable nonlinear optimization

6K 2K 146
metaopt
torchopt

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

6K 632 44
facebookresearch
torchkin

A library for differentiable nonlinear optimization

5K 2K 146
facebookresearch
theseus-ai

A library for differentiable nonlinear optimization

3K 2K 146
leopard-ai
betty-ml

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

1K 347 28
dvillacis
sparho

Nonsmooth bilevel hyperparameter optimization via implicit differentiation.

294 0 0
facebookresearch
theseus-ai-nightly

A library for differentiable nonlinear optimization

234 2K 146
Hierarchical-VIs
regularization-methods-for-hvis

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

206 2 1
Hierarchical-VIs
regularisation-methods-for-hvis

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

16 1 1