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GitHub topics: convex-optimization

mfalt/FirstOrderSolvers.jl

Large scale convex optimization solvers in julia

Language: Julia - Size: 116 KB - Last synced at: 5 days ago - Pushed at: over 4 years ago - Stars: 22 - Forks: 3

suikei-wang/master-thesis

Suikei's Master thesis: Multiple Constraints and Non-regular Solution in Deep Declarative Network.

Language: TeX - Size: 19.6 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

Seasawher/cot

WIP: work in progress

Language: Lean - Size: 3.91 KB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

AdMeynard/TYCOON

Time-FrequencY by Convex OptimisatioN

Language: MATLAB - Size: 6.95 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1

cvxpy/cvxkerb

Controlling Self-Landing Rockets Using CVXPY

Language: Jupyter Notebook - Size: 3.04 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 1

MagedMohamedTurk/Turbomachinery-Rotors-Balancing

Python Tools to Practically Model and Solve the Problem of High Speed Rotor Balancing.

Language: Python - Size: 16.8 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 8

tkachenko0/Traveling-Salesman-Problem

TSP is a classic optimization problem in computer science and operations research. In this essay, we playfully apply TSP to the case where Elon Musk, the visionary entrepreneur of SpaceX, wishes to visit all the planets of our solar system with minimum cost.

Language: Python - Size: 68.3 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

SinaMirrazavi-sony/QP_IK_solver

Quadratic program based Inverse kinematic solver for mutli-robotic arms with respect to the kinematic and self-collision avoidance constraints

Language: C++ - Size: 239 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 43 - Forks: 7

ylefay/high_dimensional_vector_autoregression

Implementation of High-dimensional vector autoregression time series modeling via tensor decomposition, Di Wang, Yao Zheng, Heng Lian, Guodong Li. Written in JAX.

Language: Jupyter Notebook - Size: 72 MB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

alexanderepstein/tfrogs

Time-Frequency Regularized Overlapping Group Shrinkage

Language: MATLAB - Size: 5.74 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 2

UW-ACL/pipg-demo

Demonstration of the PIPG algorithm for trajectory optimization

Language: Jupyter Notebook - Size: 13.9 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 14 - Forks: 3

rahimi-mohammad/Multi-cell-NOMA-wireless-network

Language: MATLAB - Size: 3.32 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Neo-Zenith/quickmafs

A LLM-integrated code generator for embedded convex optimization, addressing the challenges engineers face in translating complex mathematical expressions with convex objectives into efficient C code for embedded devices.

Language: JavaScript - Size: 2.68 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

softmin/ReHLine

Regularized Composite ReLU-ReHU Loss Minimization with Linear Computation and Linear Convergence

Size: 307 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 27 - Forks: 0

anishacharya/DeLiCoCo-IEEE-Transactions

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.

Language: Python - Size: 8.82 MB - Last synced at: 12 days ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

samerlahoud/wireless-simulator-ua-pc

Wireless Cellular Simulator for Radio Resource Management

Language: MATLAB - Size: 488 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 26 - Forks: 15

matssteinweg/Multi-Purpose-MPC

Multi-Purpose MPC for Reference Path Tracking, Time-Optimal Driving and Obstacle Avoidance

Language: Python - Size: 16.9 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 178 - Forks: 57

phasepack/fasta-python

A Python implementation of Goldstein et. al's FASTA algorithm for convex optimization.

Language: Python - Size: 103 KB - Last synced at: 20 days ago - Pushed at: over 7 years ago - Stars: 6 - Forks: 5

andyh1469/admm-imbalanced

ADMM for Class-Imbalanced Training of Binary Image Classifiers

Language: Python - Size: 179 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

PeterHUistyping/Stanford-cvx101_ConvexOptimization Fork of cvxgrp/cvx_short_course

Convex Optimization application and extensions

Language: Jupyter Notebook - Size: 18.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

AVD-2021/PyAVD

Pythonic Aerospace Vehicle Designer - A highly modular conceptual Aircraft designer, coupling geometric global optimization with Raymer, Roskam, Levis and other cool workflows

Language: Jupyter Notebook - Size: 9.71 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

ylefay/qp

Barrier methods for quadratic programs, project done as part of the course on Convex Optimization by Alexandre d'Aspremont. Written in JAX.

Language: Python - Size: 23 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

kilimanj4r0/OMML-Project

Optimization Methods in Machine Learning, Fall 2023, Innopolis University

Language: Jupyter Notebook - Size: 6.57 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

CVX-Hull/SCOPT

Trade Route Optimization Tool for Star Citizen

Language: Jupyter Notebook - Size: 1.49 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

Teddy-van-Jerry/Water_Filling

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

Language: C++ - Size: 413 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 0

sunoh-kim/convex-optimization

This repository contains my assignment solution for the Convex Optimization course (430.709A_001) offered by Seoul National University (Fall 2018).

Language: MATLAB - Size: 774 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

LeoWarnow/AdEnA

Advanced Enclosure Algorithm for Multi-Objective Optimization Problems

Language: Python - Size: 23.4 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

sukiboo/wbga_co

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

Language: Python - Size: 720 KB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

heal-research/HEAL.SCS

.NET wrapper for the splitting conic solver

Language: C# - Size: 9.65 MB - Last synced at: 7 days ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

XIRZC/trpca.exp

Codes of `Tensor Robust Principal Component Analysis` expreiments. Besides, this repo is for my own convex optimization assignments, so do not copy for your assignments !!!

Language: MATLAB - Size: 57.4 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

renxiongliu/l2path

R package for fast computing the entire solution path of any L2-regularized convex object

Language: C++ - Size: 308 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Mousteph/Descent

This project aims to display any function R -> R or R^2 -> R and to compare different gradient descent methods to find the minimum of this function in a visual way.

Language: Jupyter Notebook - Size: 42.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

TraME-Project/TraME

A toolbox for solving problems of equilibrium computation and identification in discrete choice and matching problems.

Language: C++ - Size: 3 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 20 - Forks: 7

girafe-ai/msai-optimization

Optimization course for MSAI at MIPT

Language: Jupyter Notebook - Size: 54.2 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 5

andrea3425/gradient-descent-and-bcgd-methods

This work was completed as homework for the Mathematical Optimization for Data Science course. The objective of the analysis was to compare Gradient Descent and Block Coordinate Gradient Descent, which I implemented from scratch and tested on publicly available datasets.

Language: Jupyter Notebook - Size: 1.82 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Non-Contradiction/convexjlr

Disciplined Convex Programming in R using Convex.jl.

Language: R - Size: 1.18 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 14 - Forks: 1

amkatrutsa/optimization_course

A course on Optimization Methods

Language: Jupyter Notebook - Size: 104 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 141 - Forks: 47

joelbengs/gauss_newton_optimization

[Optimization Algorithms] Implementation of Nonlinear least square curve fitting using the Gauss-Newton method and Armijio’s line search.

Language: MATLAB - Size: 20.5 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

exbibyte/NumericOpt

playground for numerical optimization

Language: Python - Size: 18.6 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

niravnb/Convex-optimization-problems-using-CVX

Solving Convex optimization problems using CVX.

Language: Matlab - Size: 1.87 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 8 - Forks: 5

ITAM-DS/analisis-numerico-computo-cientifico

Análisis numérico y cómputo científico

Language: Jupyter Notebook - Size: 612 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 43 - Forks: 185

vkumar-ucd/IRS_MIMO_UnderlaySpectrumSharing

Simulation code for "Achievable Rate Maximization for Underlay Spectrum Sharing MIMO System with Intelligent Reflecting Surface," by V. Kumar, M. F. Flanagan, R. Zhang, and L. -N. Tran, IEEE Wireless Communications Letters, 2022, doi: 10.1109/LWC.2022.3180988.

Language: Python - Size: 9.77 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 14 - Forks: 7

aparek/mcsleep

Multichannel Sleep Spindle Detector for sleep EEG

Language: MATLAB - Size: 3.33 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 10 - Forks: 4

aparek/ISLRMatrix

Denoise Sparse Low-Rank matrices using convex non-convex priors

Language: Matlab - Size: 20.5 KB - Last synced at: over 1 year ago - Pushed at: about 8 years ago - Stars: 6 - Forks: 1

aparek/EnhancedLowRankMatrixApproximation

Low-rank matrix estimation using convex non-convex prior

Language: Matlab - Size: 27.3 KB - Last synced at: over 1 year ago - Pushed at: about 8 years ago - Stars: 5 - Forks: 3

aparek/cncTightFrame

Image Denoising using Tight-Frame with convex non-convex priors

Language: Matlab - Size: 897 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 1

kien-vu/Joint-User-Association-and-In-band-Backhaul-Scheduling-and-in-5G-mmWave-Networks

Matlab Simulation for T. K. Vu, M. Bennis, S. Samarakoon, M. Debbah and M. Latva-aho, "Joint In-Band Backhauling and Interference Mitigation in 5G Heterogeneous Networks," European Wireless 2016; 22th European Wireless Conference, Oulu, Finland, 2016, pp. 1-6. URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7499273&isnumber=7499250

Language: Matlab - Size: 1.94 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 37 - Forks: 20

aparek/FusedLasso

Convex fused lasso denoising with non-convex regularization and its use for pulse detection

Language: Matlab - Size: 44.9 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 2

aparek/detoks

Detection of K-complexes and Sleep Spindles (DETOKS) using Sparse Optimization for sleep EEG

Language: MATLAB - Size: 45.9 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 4

andreigasparovici/medhack-2021

Generating meal plans by convex optimization

Language: Python - Size: 30.3 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

vkumar-ucd/SCABeamformingIRS

Simulation code for "A Novel SCA-Based Method for Beamforming Optimization in IRS/RIS-Assisted MU-MISO Downlink," by V. Kumar, R. Zhang, M. D. Renzo and L. -N. Tran, IEEE Wireless Communications Letters, doi: 10.1109/LWC.2022.3224316.

Language: Python - Size: 7.81 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 22 - Forks: 4

vkumar-ucd/EffectiveSecrecyRate

Simulation code for "On the Secrecy Rate under Statistical QoS Provisioning for RIS-assisted MISO Wiretap Channel," by V. Kumar, M. F. Flanagan, D. W. Kwan Ng, and L. -N. Tran, IEEE Global Communications Conference (GLOBECOM), 2021, pp. 1-6, doi: 10.1109/GLOBECOM46510.2021.9685957.

Language: Python - Size: 19.5 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 13 - Forks: 4

vkumar-ucd/NOMA-MEC-Offloading

Simulation code for "A max-min task offloading algorithm for mobile edge computing using non-orthogonal multiple access," by V. Kumar, M. F. Hanif, M. Juntti and L. -N. Tran, published in IEEE Transactions on Vehicular Technology, vol. 72, no. 9, pp. 12332-12337, Sept. 2023, doi: 10.1109/TVT.2023.3263791.

Language: Python - Size: 4.88 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

ChitambarLab/CVChannel.jl

A numerical library for evaluating the communication value of a quantum channel.

Language: Jupyter Notebook - Size: 9.26 MB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

savnani5/LQR-LQG-Controller

Design and simulation of LQR and LQG controllers for a Cart-Double-Pendulum System.

Language: MATLAB - Size: 2.15 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

MRSRL/slfrank

SLfRank: Shinnar-Le-Roux Pulse Design using Rank Factorization

Language: Jupyter Notebook - Size: 10.9 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 4

guansanghai/CVX-Jigsaw

Solving jigsaw puzzles using Matlab and CVX toolbox (THU Convex Optimization Homework).

Language: Matlab - Size: 48.3 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 15 - Forks: 3

bhaskarkvvsr/Logistic-Regression

Code for optimising an objective function

Language: Python - Size: 80.1 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 0

bhushan23/ADMM

Implemented ADMM for solving convex optimization problems such as Lasso, Ridge regression

Language: Jupyter Notebook - Size: 735 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 107 - Forks: 27

allenye66/Convex-Linear-Programming-Optimization-Research

Research on heavily optimized online and offline convex linear programming algorithms and tested their efficiency and accuracy with various complexities of input data in Matlab and Python

Language: Python - Size: 1.38 GB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

jupiters1117/mico

MICO: Mutual Information and Conic Optimization for feature selection

Language: Python - Size: 5.83 MB - Last synced at: 18 days ago - Pushed at: over 2 years ago - Stars: 17 - Forks: 5

ishank26/svm-GraphCut

Interactive image segmentation with Markov random fields and GraphCut.

Language: Python - Size: 414 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 14 - Forks: 10

RaoUmer/ISRResCNet

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

Language: Python - Size: 10.2 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 2

pehlivanian/PartitionSolvers

SWIG bindings for best subset, best partition solvers, multiple flavors, multiple objectives

Language: Python - Size: 33.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 1

sidazhang/uoft-ece1505-homework

University of Toronto ECE1505 Convex Optimization Homework

Language: Jupyter Notebook - Size: 3.16 MB - Last synced at: 2 months ago - Pushed at: almost 7 years ago - Stars: 7 - Forks: 1

cakshay2013/Convex-Optimization-Problems-and-Solutions

This repository contains a few examples of Convex Optimization problems and their solutions from the book of Stephen Boyd from Stanford University

Language: Jupyter Notebook - Size: 3.22 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

aubin-tchoi/lasso_interior_points

Implementation of the interior points method applied to the LASSO problem.

Language: Jupyter Notebook - Size: 74.2 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

aubin-tchoi/mva-courses

List of courses I took within MVA master.

Size: 2.93 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

LTS5/USSR-IUS2017

USSR: An UltraSound Sparse Regularization framework

Language: Python - Size: 7.07 MB - Last synced at: about 1 year ago - Pushed at: almost 8 years ago - Stars: 10 - Forks: 8

martindoff/DC-TMPC

DC-TMPC: A tube-based MPC algorithm for systems that can be expressed as a difference of convex functions.

Language: Python - Size: 317 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 2

crucis/ConvexOptimization

Studying Convex Optimization for my Master's degree discipline CPE773

Language: Jupyter Notebook - Size: 26.2 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 0

Aertalon/optimizer

A constexpr convex optimization library based on automatic differentiation and dual numbers

Language: C++ - Size: 235 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 2

tdhd/data-science-retreat-svm

Data Science Retreat - SVM course material

Language: Jupyter Notebook - Size: 9.35 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 0

Chenghan-Sun/Convex-Optimization

Implemented algorithms for continuous convex and nonlinear optimization problems.

Language: MATLAB - Size: 13.7 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

marcosdg/ppsn-2018

Bridging Elementary Landscapes and a Geometric Theory of Evolutionary Algorithms: First Steps (PPSN 2018)

Language: Mathematica - Size: 124 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

marcosdg/CES Fork of amoraglio/CES

Convex Evolutionary Search

Language: Python - Size: 23.4 KB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

kul-optec/superscs Fork of cvxgrp/scs

Fast conic optimization in C

Language: C - Size: 51.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 27 - Forks: 10

harsh306/Notes-MLE

Language: TeX - Size: 388 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

ajinkyakadu/CoShaRP

Convex Shape Recovery Program for Single-Shot X-ray Tomography

Language: MATLAB - Size: 10.1 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

AlgebraicWolf/CAMNS

Convex Analysis of Mixture Non-negative Sources implementation in Python

Language: Jupyter Notebook - Size: 2.35 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

nuclth/RDM

Code to output SDP file for use in RDM mechanics.

Language: Mathematica - Size: 664 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

opeajibuwa/inpainting-of-image-pixels-using-l1-norm-minimization

This project revisits the image restoration issue. The idea is that minimizing the l1 norm of the discrete gradient of a damaged image yields an output that is barely noticeable from the original non-degraded form. The inpainting problem was formulated to limit the high fidelity of known observations and minimize the overall norm of variability.

Language: Python - Size: 7.8 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

opeajibuwa/SVM-Implementation-from-Scratch

SVM algorithms implementation from scratch for AI539 class project

Language: Python - Size: 16.9 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

bacnguyencong/LMDML

Scalable large-margin distance metric learning using stochastic gradient descent

Language: C - Size: 291 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0

vjain05/covid19_exploration

Example coronavirus cases forecasts and ODE-based simulations of infection spread

Language: Jupyter Notebook - Size: 2.69 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 1

david-m-rosen/Optimization

A set of lightweight header-only template functions implementing commonly-used optimization methods on Riemannian manifolds and convex spaces.

Language: C++ - Size: 400 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 78 - Forks: 15

mdeff/saga

Mini-batch and distributed SAGA

Language: TeX - Size: 1.75 MB - Last synced at: 11 days ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 4

gantz-thomas-gantz/BachelorThesisMathematics

Least Squares and Huber regression via CQPs

Language: Python - Size: 1020 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

madisousa/Phase-Retrieval-Algorithms-

Phase retrieval is an applied problem in the field of frame theory that describes recovering the phase of a signal given linear intensity measurements. We give examples of the codes for algorithmic phase retrieval, specifically the Gerchberg-Saxton and PhaseLift methods.

Language: Python - Size: 5.86 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

andics/advanced_programming_and_optimization

Solutions to Course in Advanced Programming and Optimization Algorithms

Language: Python - Size: 1.43 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

justinpyron/optimization

Miscellaneous optimization topics

Language: Jupyter Notebook - Size: 1.45 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

mzeegers/ADJUST

ADJUST: A Dictionary-Based Joint Reconstruction and Unmixing Method for Spectral Tomography

Language: MATLAB - Size: 160 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 1

karanprasadgupta/Convex_Optimization_Using_Gradient-Newton-Descent-Algos

This repository contains the implementation of convex optimization algorithms using gradient descent and Newton's method in Python. These algorithms can be used to solve optimization problems involving convex functions efficiently.

Language: Jupyter Notebook - Size: 184 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

pattylo/Convex_optimization_playground

Convex Optimization Course and Playground.

Language: MATLAB - Size: 16.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

ArunSehrawat/Mean-variance_portfolio_optimization_with_interior-point_method

Language: Jupyter Notebook - Size: 124 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

ddegras/sparseGFL

Hybrid Approach to Sparse Group Fused Lasso

Language: C++ - Size: 2.98 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 2

Light-weight-MPC/MPC-simulator

C++ Model Predictive Control simulator on Finite Step-Response Models

Language: C++ - Size: 728 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

isrlab/RobustControl.jl

Julia toolbox for robust control.

Language: Julia - Size: 574 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

anpar/EE-WCC-MapReduce

Source code of the numerical experiments presented in "Energy-Efficient Edge-Facilitated Wireless Collaborative Computing using Map-Reduce" by Antoine Paris, Hamed Mirghasemi, Ivan Stupia and Luc Vandendorpe (presented at SPAWC19).

Language: Python - Size: 36.1 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 0

MarshaGomez/Optimization-Methods-Matlab

University of Pisa Optimization Methods and Game Theory

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convex-optimization 425 optimization 114 optimization-algorithms 49 machine-learning 47 python 46 linear-programming 43 quadratic-programming 42 cvxpy 28 semidefinite-programming 27 gradient-descent 25 numerical-optimization 24 matlab 22 interior-point-method 20 deep-learning 16 julia 14 conic-programs 14 operations-research 13 optimization-methods 13 admm 13 portfolio-optimization 12 conic-optimization 12 convex 11 linear-algebra 11 proximal-algorithms 11 computer-vision 10 mixed-integer-programming 10 machine-learning-algorithms 10 solver 10 svm 10 constrained-optimization 9 non-convex-optimization 9 python3 9 cvx 9 image-processing 9 java 9 neural-networks 8 linear-regression 8 signal-processing 8 nonlinear-optimization 8 lasso 8 julia-language 8 mathematical-optimization 7 newton-method 7 trajectory-optimization 7 numerical-methods 7 mathematics 7 proximal-operators 7 pytorch 7 robotics 6 integer-programming 6 convex-hull-algorithms 6 support-vector-machines 6 wireless-communication 6 logistic-regression 6 control-systems 6 model-predictive-control 6 sdp 5 mathematical-programming 5 subgradient 5 duality 5 r 5 math 5 control 5 stochastic-gradient-descent 5 barrier-method 5 finance 5 jax 5 game-theory 5 reinforcement-learning 5 nonconvex-optimization 5 c 5 cpp 5 clustering 5 quantitative-finance 4 gurobi 4 cvxopt 4 neural-network 4 lasso-regression 4 mpc-control 4 admm-algorithm 4 denoising 4 newtons-method 4 inverse-problems 4 unconstrained-optimization 4 first-order-methods 4 boyd 4 mva 4 federated-learning 4 artificial-intelligence 4 numpy 4 graph-algorithms 4 optimal-transport 4 quantum-information 4 convex-hull 4 mpc 3 data-science 3 meta-learning 3 risk-parity 3 scipy 3 ee364a 3