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Convex Optimization Python Packages

Python packages with the GitHub topic convex-optimization. Sorted by relevance, with stars and monthly downloads.
cvxpy
cvxpy

A Python-embedded modeling language for convex optimization problems.

3.9M 6K 1K
oxfordcontrol
clarabel

Clarabel.rs: Interior-point solver for convex conic optimisation problems in Rust.

3.2M 559 45
cvxpy
cvxpy-base

A Python-embedded modeling language for convex optimization problems.

161K 6K 1K
dcajasn
riskfolio-lib

Portfolio Optimization and Quantitative Strategic Asset Allocation in Python

85K 4K 653
skfolio
skfolio

Python library for portfolio optimization built on top of scikit-learn

58K 2K 201
qoco-org
qoco

Quadratic Objective Conic Optimizer

41K 50 4
thieu1995
opfunu

A collection of Benchmark functions for numerical optimization problems

18K 173 43
JamesYang007
adelie

A fast and flexible Python package for efficiently solving lasso, elastic net, group lasso, and group elastic net problems.

13K 64 9
dschmitz89
polyfit

Scikit learn compatible constrained and robust polynomial regression in Python

10K 11 6
cvxgrp
cvxportfolio

Portfolio optimization and back-testing.

8K 1K 284
qoco-org
qoco-cuda

Quadratic Objective Conic Optimizer

4K 50 4
econcz
pyclsp

A modular two-step convex optimization estimator for ill-posed problems

2K 1 0
econcz
pytmpinv

Tabular Matrix Problems via Pseudoinverse Estimation

2K 1 0
vprusso
toqito

Python tools for the study of quantum information.

2K 277 149
cvxpy
tyba-cvxpy

A domain-specific language for modeling convex optimization problems in Python.

1K 6K 1K
anishacharya
decopt

In compressed decentralized optimization settings, there are benefits to having multiple gossip steps between subsequent gradient iterations, even when the cost of doing so is appropriately accounted for e.g. by means of reducing the precision of compressed information.

1K 3 0
epfl-lts2
pyunlocbox

A Python convex optimization package using proximal splitting methods

1K 119 27
econcz
pylppinv

Linear Programming via Regularized Least Squares

960 1 0
lanl
scico

Scientific Computational Imaging COde: A Python package for scientific imaging problems

880 161 24
jankrepl
deepdow

Portfolio optimization with deep learning.

673 1K 161
SergioRAgostinho
cvxpnpl

A Perspective-n-Points-and-Lines method.

664 81 14
xedla
algormeter

Tool for developing, testing and measuring optimizers algorithms

632 1 1
santoshrajkumar
kq-lmpc-quadrotor

A complete, hardware-ready Python package for Koopman-based Linear Model Predictive Control (LMPC), delivering real-time trajectory tracking for quadrotors using analytical Koopman lifting (no training data required)

471 79 15
AgamChopra
torchregister

3D image registration methods for PyTorch.

451 27 2
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