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Differentiable Optimization Python Packages

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

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

9K 627 43
facebookresearch
torchlie

A library for differentiable nonlinear optimization

7K 2K 147
facebookresearch
torchkin

A library for differentiable nonlinear optimization

6K 2K 147
facebookresearch
theseus-ai

A library for differentiable nonlinear optimization

4K 2K 147
pnnl
neuromancer

Neural Modules with Adaptive Nonlinear Constraints and Efficient Regularization

1K 1K 172
a-paulus
softjax

A library for soft differentiable relaxations of common JAX functions.

417 73 3
princeton-computational-imaging
dprox

A domain-specific language and compiler that transforms optimization problems into differentiable proximal solvers.

337 91 10
facebookresearch
theseus-ai-nightly

A library for differentiable nonlinear optimization

320 2K 147
a-paulus
softtorch

A library for soft differentiable relaxations of common PyTorch functions.

233 69 2
michael-cummins
deepc-hunt

[L4DC 2025] Automatic hyperparameter tuning for DeePC. Built by Michael Cummins at the Automatic Control Laboratory, ETH Zurich.

187 26 2
atharvaaalok
geosimilarity

Differentiable curve and surface similarity measures.

120 10 2
pnnl
birm-nm-foo

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

79 1K 172
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