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Nonsmooth Optimization Python Packages

Python packages with the GitHub topic nonsmooth-optimization. Sorted by monthly downloads, with stars and forks.
adeyemiadeoye
pyscsopt

A Python library for large-scale convex composite optimization.

193 0 0
adeyemiadeoye
pbalm

Proximal augmented Lagrangian method for solving nonconvex structured optimization problems.

147 2 0
dvillacis
sparho

Nonsmooth bilevel hyperparameter optimization via implicit differentiation.

132 0 0
dmeoli
optiml

Optimizers for/and sklearn compatible Machine Learning models

120 11 4
adeyemiadeoye
fs-palm

Proximal augmented Lagrangian method for solving nonconvex structured optimization problems.

90 2 0
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