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nonsmooth-optimization

Here are 7 public repositories matching this topic...

dmeoli / optiml

Optimizers for/and sklearn compatible Machine Learning models

machine-learning deep-neural-networks neural-network optimization svm artificial-intelligence constrained-optimization duality numerical-optimization nonlinear-optimization optimization-algorithms quadratic-programming convex-optimization sklearn-compatible unconstrained-optimization lagrangian-relaxation optimizers nonsmooth-optimization

Updated Sep 14, 2026
Python

panos108 / RL_nonsmooth

reinforcement-learning dynamic-optimization nonsmooth-optimization

Updated Jun 16, 2020
Python

adeyemiadeoye / fs-palm

Proximal augmented Lagrangian method for solving nonconvex structured optimization problems.

constrained-optimization nonsmooth-optimization augmented-lagrangian-method inexact-proximal-point-algorithm

Updated Aug 11, 2026
Python

dvillacis / nsbplib

Nonsmooth Bilevel Parameter Learning of Imaging Variational Models

bilevel-optimization trust-region nonsmooth-optimization

Updated Jun 19, 2023
Python

dvillacis / sparho

Nonsmooth bilevel hyperparameter optimization via implicit differentiation.

machine-learning bilevel-optimization nonsmooth-optimization

Updated Jun 20, 2026
Python

nonsmooth_bilevel_learning

dvillacis / nonsmooth_bilevel_learning

Nonsmooth Bilevel Parameter Learning for Image Denoising

bilevel-optimization denoising-images nonsmooth-optimization

Updated Oct 12, 2022
Python

adeyemiadeoye / pySCSOpt

A Python library for large-scale convex composite optimization.

python optimization convex-optimization l-bfgs lbfgs quasi-newton nonsmooth-optimization

Updated Dec 5, 2025
Python

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