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Projects in Awesome Lists tagged with convex-optimization

A curated list of projects in awesome lists tagged with convex-optimization .

https://github.com/sciml/optimization.jl

Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.

algorithmic-differentiation automatic-differentiation convex-optimization derivative-free-optimization global-optimization hacktoberfest julia local-optimization mixed-integer-programming nonlinear-optimization optimization scientific-machine-learning sciml

Last synced: 11 Apr 2025

https://github.com/SciML/GalacticOptim.jl

Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.

algorithmic-differentiation automatic-differentiation convex-optimization derivative-free-optimization global-optimization hacktoberfest julia local-optimization mixed-integer-programming nonlinear-optimization optimization scientific-machine-learning sciml

Last synced: 23 Mar 2025

https://github.com/SciML/Optimization.jl

Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.

algorithmic-differentiation automatic-differentiation convex-optimization derivative-free-optimization global-optimization hacktoberfest julia local-optimization mixed-integer-programming nonlinear-optimization optimization scientific-machine-learning sciml

Last synced: 13 Nov 2024

https://github.com/jump-dev/convex.jl

A Julia package for disciplined convex programming

convex-optimization julia solver

Last synced: 12 Apr 2025

https://github.com/kjunelee/MetaOptNet

Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)

convex-optimization cvpr2019 few-shot few-shot-learning few-shot-recognition image-classification meta-learning metalearning

Last synced: 15 Mar 2025

https://github.com/oxfordcontrol/cosmo.jl

COSMO: Accelerated ADMM-based solver for convex conic optimisation problems (LP, QP, SOCP, SDP, ExpCP, PowCP). Automatic chordal decomposition of sparse semidefinite programs.

conic-programs convex-optimization julia-language optimization sdp semidefinite-programming solver

Last synced: 07 Apr 2025

https://github.com/vita-group/open-l2o

Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms

convex-optimization lasso learning-to-learn learning-to-optimize meta-learning neural-networks nonconvex-optimization

Last synced: 09 Apr 2025

https://github.com/tirthajyoti/optimization-python

General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python

convex-optimization integer-programming linear-programming mixed-integer-programming optimization quadratic-programming scipy

Last synced: 09 Apr 2025

https://github.com/epfl-lts2/pyunlocbox

A Python convex optimization package using proximal splitting methods

convex-optimization proximal-algorithms proximal-operators

Last synced: 08 Apr 2025

https://github.com/raoumer/srrescgan

Code repo for "Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution" (CVPRW NTIRE2020).

convex-optimization cvpr2020 deep-neural-networks discriminative-learning ntire2020 real-world residual-learning sisr super-resolution

Last synced: 19 Apr 2025

https://github.com/cvxgrp/cocp

Source code for the examples accompanying the paper "Learning convex optimization control policies."

control-systems convex-optimization differentiable-programming learning

Last synced: 13 Apr 2025

https://github.com/willyfh/uav-trajectory-planning

The first unofficial implementation of a paper with the title of "UAV Trajectory Planning for Data Collection from Time-Constrained IoT Devices" (IEEE Transactions on Wireless Communications 2019)

convex-optimization optimization path-planning resource-allocation trajectory-planning uav

Last synced: 02 Apr 2025

https://github.com/epfl-lts2/unlocbox

A Matlab convex optimization toolbox using proximal splitting methods

convex-optimization proximal-algorithms proximal-operators

Last synced: 21 Mar 2025

https://github.com/bodono/scs-python

Python interface for SCS

convex-optimization numerical-optimization

Last synced: 08 Apr 2025

https://github.com/cvxgrp/cptopt

Portfolio Optimization with Cumulative Prospect Theory Utility via Convex Optimization

convex-optimization cumulative-prospect-theory portfolio-optimization

Last synced: 13 Apr 2025

https://github.com/mir-aidj/transition-analysis

Code for "Reverse-Engineering The Transition Regions of Real-World DJ Mixes using Sub-band Analysis with Convex Optimization" NIME 2021

convex-optimization dj dj-mix

Last synced: 17 Apr 2025

https://github.com/dmalyuta/lcvx

Lossless convexification new results (mixed-integer problems)

control-systems convex-optimization gnc mixed-integer-programming optimal-control optimization spacecraft

Last synced: 12 Apr 2025

https://github.com/avoroshilov/physics_playground

Improved version of real-time physics engine that couples FEM-based deformables and rigid body dynamics

collision-detection conjugate-gradient convex-hull-algorithms convex-optimization fem joints minkowski-sum mlcp-solver pgs real-time rigid-bodies soft-bodies solver

Last synced: 14 Nov 2024

https://github.com/rafabench/ac-opf

Final project of Convex Optimization II to solve AC Optimal Power Flow with convex relaxations

convex-optimization julia optimal-power-flow optimization

Last synced: 12 Apr 2025

https://github.com/atsushisakai/pyoptsamples

Optimization sample codes on Python

convex-optimization optimization python

Last synced: 15 Apr 2025

https://github.com/mfalt/firstordersolvers.jl

Large scale convex optimization solvers in julia

convex-optimization julia optimization-algorithms solver

Last synced: 10 Apr 2025

https://github.com/zentrik/tvc

GNC to land a model rocket using TVC and a solid motor.

control-systems convex-optimization ekf lqr rocket-landing simulation tvc

Last synced: 06 Mar 2025

https://github.com/hermish/cvx-graph-algorithms

Implementations of modern convex optimization-based graph algorithms in Python. Available on the Python Package Index (PyPI).

convex-optimization graph-algorithms maximum-cut python

Last synced: 17 Apr 2025

https://github.com/rfsantacruz/cvx-nb

IPython Notebooks of Convex Optimization Problems

convex-optimization cvxpy ipython-notebook optimization python

Last synced: 13 Feb 2025

https://github.com/davidstutz/ipiano

Implementation of the iPiano algorithm for non-convex and non-smooth optimization as described in [1].

convex-optimization image-denoising image-segmentation ipiano

Last synced: 10 Nov 2024

https://github.com/non-contradiction/convexjlr

Disciplined Convex Programming in R using Convex.jl.

convex convex-optimization dcp optimization r

Last synced: 17 Apr 2025

https://github.com/jamesyang007/adelie

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

convex-optimization coordinate-descent cpp17 elastic group lasso net python310 python311 python312 python39

Last synced: 13 Apr 2025

https://github.com/cvxgrp/vgi

Value-gradient iteration for convex stochastic control

approximate-dynamic-programming convex-optimization mpc python

Last synced: 13 Apr 2025

https://github.com/fedemagnani/optimization-solvers

Numerical optimization solvers for unconstrained and simple-bounds constrained convex optimization problems in Rust

bfgs convex-optimization lbfgs optimization optimization-algorithms optimization-methods rust solver spg

Last synced: 17 Apr 2025

https://github.com/hsprcode/linear-matrix-inequalities

Syntax for using YALMIP toolbox for control system design.

convex-optimization linear-matrix-inequalities optimal-control yalmip

Last synced: 18 Dec 2024

https://github.com/rounak-meyur/revs-admm

Distributed approach of scheduling residential EV charging to maintain reliability of power distribution grids.

convex-optimization distributed-optimization distribution-systems electric-vehicles optimization power-systems residential-energy-consumptions

Last synced: 12 Apr 2025

https://github.com/giulioromualdi/scs-eigen

Simple Eigen-C++ wrapper for scs library

conic-optimization convex-optimization scs

Last synced: 07 Mar 2025

https://github.com/ashwinpn/advanced-python

Python for Machine Learning/AI/DS, Game Theory and Convex Optimization using Python, Managing Docker in Python, Web Scraping / Development in Python using Django and Flask, Functional Programming in Python.

convex-optimization data-science docker flask functional-programming game-theory machine-learning machine-learning-algorithms python web-development web-scraping

Last synced: 13 Apr 2025

https://github.com/sidazhang/uoft-ece1505-homework

University of Toronto ECE1505 Convex Optimization Homework

convex-optimization

Last synced: 13 Feb 2025

https://github.com/mdeff/saga

Mini-batch and distributed SAGA

convex-optimization gradient-descent

Last synced: 16 Mar 2025

https://github.com/davidstutz/php-simplex

PHP library implementing the simplex algorithm.

convex-optimization php simplex

Last synced: 10 Nov 2024

https://github.com/philzook58/cvxpy-helpers

some helper routines for modelling MIP in cvxpy

convex-optimization mip mixed-integer-programming modeling optimization

Last synced: 11 Nov 2024

https://github.com/raoumer/isrrescnet

Code repo for "Deep Iterative Residual Convolutional Network for Single Image Super-Resolution" (ICPR 2020).

convex-optimization deep-neural-networks icpr iterative-methods super-resolution

Last synced: 19 Apr 2025

https://github.com/teddy-van-jerry/water_filling

This is a C++ command line app to optimize the water filling problem with plotting support.

convex-optimization cpp

Last synced: 03 Dec 2024

https://github.com/aahouzi/optimization-for-machine-learning

Implementation of 11 variants of Gradient Descent algorithm from scratch, applied to the Boston Housing Dataset.

boston-housing-price-prediction convex-optimization gradient-descent housing-prices machine-learning-algorithms mathematics optimization optimization-algorithms

Last synced: 20 Mar 2025

https://github.com/jackfsuia/loop-killer

Vectorize the Matlab/CVX for-loops as much as possible. 自动向量化Matlab和CVX的for循环。

convex convex-optimization cvx cvxopt cvxpy lexer matlab matlab-script modeling-and-simulation octave optimization parser python-script vectorization

Last synced: 03 Dec 2024

https://github.com/jackfsuia/vecparser

Vectorize the Matlab/CVX for-loops as much as possible. 自动向量化Matlab和CVX的for循环。

convex convex-optimization cvx cvxopt cvxpy lexer matlab matlab-script modeling-and-simulation octave optimization parser python-script vectorization

Last synced: 28 Jan 2025

https://github.com/migarstka/sdp_benchmark_problems

A collection of semidefinite programs that can be randomly generated. Taken from various applications.

benchmark convex-optimization julia-language optimization sdp semidefinite-programming test-problems

Last synced: 15 Mar 2025

https://github.com/yixuan/gradfps

Gradient-based Fantope projection and selection algorithm for sparse PCA

constrained-optimization convex-optimization eigenvalue eigenvector sparse-pca sparse-principal-component-analysis

Last synced: 02 Mar 2025

https://github.com/alexanderepstein/tfrogs

Time-Frequency Regularized Overlapping Group Shrinkage

convex-optimization group-sparsity l1-optimization speech-denoising

Last synced: 13 Apr 2025

https://github.com/davidstutz/seminar-ipiano

Seminar paper "iPiano: Inertial Proximal Algorithm for Non-Convex Optimization".

convex-optimization rwth-aachen-university seminar-paper

Last synced: 24 Feb 2025

https://github.com/akshay326/convex_optimization

Implementation of Intrusion Detection Framework(IDS)

ampl convex-optimization matlab optimization python wsn

Last synced: 01 Apr 2025

https://github.com/sukiboo/wbga_co

Source code for the numerical experiments presented in the paper "Biorthogonal Greedy Algorithms in Convex Optimization".

convex-optimization greedy-algorithms optimization

Last synced: 14 Mar 2025

https://github.com/ccsi-toolset/measurement-optimization

Code for Measure This, Not That: Optimizing the Cost and Model-Based Informa- tion Content of Measurements

applied-statistics convex-optimization data-science design-of-experiments pyomo

Last synced: 14 Apr 2025

https://github.com/cainmagi/research-notebooks

A collection of 3 research note books: inverse problem, sesmic image and mathematical optimization

convex-optimization inverse-problems optimization seismic-imaging study-notes

Last synced: 05 Apr 2025

https://github.com/plusk01/optimization_notes

Miscellaneous collection of optimization related notes

convex-optimization gradient-descent newtons-method nonlinear-optimization

Last synced: 14 Mar 2025

https://github.com/paulchen2713/nthu-convex_optimization_2021

COM 5245 Convex Optimization for Communications and Signal Processing Course Materials 2021

convex-optimization nthuee optimization

Last synced: 16 Mar 2025

https://github.com/bipinoli/svm-from-scratch

Support Vector Machine (SVM) a machine learning algorithm implemented from scratch.

convex-optimization from-scratch kernel-functions multiclass-classification sequential-minimal-optimization support-vector-machine svm

Last synced: 16 Mar 2025

https://github.com/dkimpara/bandit_oco

Extending Agarwal, Dekel, and Xiao (2010) to the online convex optimization setting with experiments.

bandit-algorithms convex-optimization online-convex-optimization

Last synced: 11 Apr 2025

https://github.com/yanndubs/optimizationcode

Some of the optimisation functions I've implemented: for learning purpose

convex-optimization learning-by-doing optimization

Last synced: 18 Mar 2025

https://github.com/baha2rm98/nonlinear_optimization_project

Nonlinear optimization course's project is about iterative methods due to finding an optimal point for a function in Rn.

convex-optimization gradient-descent math newton-method python

Last synced: 06 Apr 2025