Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: convex-optimization

oxfordcontrol/clarabel

Documentation for the Clarabel interior point conic solver

Language: Julia - Size: 1.68 MB - Last synced: about 3 hours ago - Pushed: about 4 hours ago - Stars: 13 - Forks: 5

luk036/ellalgo

🫒 Ellipsoid Algorithm in Python

Language: Python - Size: 429 KB - Last synced: about 6 hours ago - Pushed: about 8 hours ago - Stars: 0 - Forks: 1

lanl/scico

Scientific Computational Imaging COde

Language: Python - Size: 2.39 MB - Last synced: about 14 hours ago - Pushed: about 17 hours ago - Stars: 84 - Forks: 17

nolan-h-hamilton/ROCCO

Robust Open Chromatin Detection via Convex Optimization: Consensus Peak Calling across Multiple ATAC-seq signals

Language: Python - Size: 120 MB - Last synced: about 19 hours ago - Pushed: about 19 hours ago - Stars: 5 - Forks: 0

chikuang/SLSEdesign

R package for computing optimal regression designs under second-order least-squares estimator

Language: R - Size: 201 KB - Last synced: about 19 hours ago - Pushed: about 20 hours ago - Stars: 0 - Forks: 0

D1mme/Par-measure

This repository provides the MATLAB code for an acoustic distorion measure based on human auditory masking

Language: MATLAB - Size: 1.27 MB - Last synced: about 12 hours ago - Pushed: 1 day ago - Stars: 0 - Forks: 0

JamesYang007/adelie

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

Language: C++ - Size: 17.6 MB - Last synced: 1 day ago - Pushed: 3 days ago - Stars: 9 - Forks: 0

dcajasn/Riskfolio-Lib

Portfolio Optimization and Quantitative Strategic Asset Allocation in Python

Language: C++ - Size: 104 MB - Last synced: 3 days ago - Pushed: 5 days ago - Stars: 2,717 - Forks: 474

ehan03/UFC-Predict

[WIP] ML-driven betting for UFC fights

Language: Python - Size: 66 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 2 - Forks: 0

cvxgrp/cptopt

Portfolio Optimization with Cumulative Prospect Theory Utility via Convex Optimization

Language: Python - Size: 26.4 KB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 27 - Forks: 2

mbs0221/Multitask-Learning

Awesome Multitask Learning Resources

Size: 29.3 MB - Last synced: about 22 hours ago - Pushed: about 3 years ago - Stars: 625 - Forks: 143

ebrahimpichka/awesome-optimization

A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.

Size: 32.2 KB - Last synced: 4 days ago - Pushed: 8 days ago - Stars: 192 - Forks: 21

aldma/qpdo

The Quadratic Primal-Dual Optimizer

Language: C - Size: 1.34 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 8 - Forks: 2

softmin/ReHLine-python

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

Language: C++ - Size: 5.98 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 13 - Forks: 3

skfolio/skfolio

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

Language: Python - Size: 78.3 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 918 - Forks: 65

jankrepl/deepdow

Portfolio optimization with deep learning.

Language: Python - Size: 2.24 MB - Last synced: 6 days ago - Pushed: 4 months ago - Stars: 846 - Forks: 134

RoyiAvital/Projects

Various Small Projects on Various Subjects

Language: MATLAB - Size: 29.1 MB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 21 - Forks: 11

JuliaFirstOrder/StructuredOptimization.jl

Structured optimization in Julia

Language: Julia - Size: 5.22 MB - Last synced: 8 days ago - Pushed: 11 months ago - Stars: 70 - Forks: 9

alexjungaalto/alexjungaalto.github.io

My github page

Language: Jupyter Notebook - Size: 199 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 5 - Forks: 0

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.

Language: Julia - Size: 7.53 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 276 - Forks: 41

bodono/scs-python

Python interface for SCS

Language: Jupyter Notebook - Size: 944 KB - Last synced: 3 days ago - Pushed: 15 days ago - Stars: 40 - Forks: 31

pievos101/TopKSignal

Effective signal reconstruction from multiple ranked lists via convex optimization

Language: HTML - Size: 618 KB - Last synced: 12 days ago - Pushed: 5 months ago - Stars: 3 - Forks: 0

mariohsouto/ProxSDP.jl

Semidefinite programming optimization solver

Language: Julia - Size: 12 MB - Last synced: 10 days ago - Pushed: 4 months ago - Stars: 90 - Forks: 12

oxfordcontrol/Clarabel.jl

Clarabel.jl: Interior-point solver for convex conic optimisation problems in Julia.

Language: Julia - Size: 94.2 MB - Last synced: about 14 hours ago - Pushed: about 15 hours ago - Stars: 155 - Forks: 16

cvxpy/cvxpy

A Python-embedded modeling language for convex optimization problems.

Language: C++ - Size: 194 MB - Last synced: 16 days ago - Pushed: 19 days ago - Stars: 5,091 - Forks: 1,033

verified-optimization/CvxLean

Convex optimization modeling in Lean 4

Language: Lean - Size: 22.7 MB - Last synced: 13 days ago - Pushed: 14 days ago - Stars: 27 - Forks: 3

harsh306/awesome-nn-optimization

Awesome list for Neural Network Optimization methods.

Size: 194 KB - Last synced: about 3 hours ago - Pushed: 2 months ago - Stars: 71 - Forks: 9

abdulsamad183/visualization_of_gradient_descent

Delve into gradient descent visualization, exemplifying its concepts with an example and its role in linear regression modeling

Language: Jupyter Notebook - Size: 638 KB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 0 - Forks: 0

aasyed36/Volume-Prediction-Project

Volume Prediction Project for MS&E 349

Size: 4.88 KB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 0 - Forks: 0

cvxgrp/cvxportfolio

Portfolio optimization and back-testing.

Language: Python - Size: 127 MB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 791 - Forks: 217

osqp/osqp

The Operator Splitting QP Solver

Language: C - Size: 46.5 MB - Last synced: 16 days ago - Pushed: 17 days ago - Stars: 1,566 - Forks: 344

cvxgrp/scs

Splitting Conic Solver

Language: C - Size: 10.7 MB - Last synced: 24 days ago - Pushed: 2 months ago - Stars: 521 - Forks: 132

kvdomingo/VIP-CSI 📦

Thesis research on compressed sensing

Language: Python - Size: 320 MB - Last synced: 19 days ago - Pushed: over 3 years ago - Stars: 2 - Forks: 1

carnotresearch/cr-sparse

Functional models and algorithms for sparse signal processing

Language: Jupyter Notebook - Size: 81.6 MB - Last synced: 15 days ago - Pushed: 7 months ago - Stars: 80 - Forks: 11

adeyemiadeoye/SelfConcordantSmoothOptimization.jl

Self-concordant Smoothing for Large-Scale Convex Composite Optimization

Language: Julia - Size: 203 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 0 - Forks: 0

thieu1995/opfunu

A collection of Benchmark functions for numerical optimization problems

Language: Python - Size: 19.9 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 99 - Forks: 37

PREDICT-EPFL/piqp

An Proximal Interior Point Quadratic Programming solver

Language: C++ - Size: 28.4 MB - Last synced: 25 days ago - Pushed: 25 days ago - Stars: 58 - Forks: 8

MIT-SPARK/CertifiablyRobustPerception

Certifiable Outlier-Robust Geometric Perception

Language: MATLAB - Size: 12.4 MB - Last synced: 25 days ago - Pushed: 6 months ago - Stars: 105 - Forks: 14

xedla/algormeter

Tool for developing, testing and measuring optimizers algorithms

Language: Python - Size: 1 MB - Last synced: 27 days ago - Pushed: 27 days ago - Stars: 0 - Forks: 0

SergioRAgostinho/cvxpnpl

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

Language: Python - Size: 132 KB - Last synced: 26 days ago - Pushed: almost 2 years ago - Stars: 70 - Forks: 12

oxfordcontrol/Clarabel.rs

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

Language: Rust - Size: 995 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 237 - Forks: 17

UW-ACL/SCPToolbox.jl

Sequential Convex Programming Toolbox for nonconvex trajectory optimization.

Language: Julia - Size: 1.46 MB - Last synced: 30 days ago - Pushed: 9 months ago - Stars: 219 - Forks: 50

IsmaelMekene/Metaheuristics--Stochastic-Optimization

Application and illustration of a wide range optimization methods

Language: Jupyter Notebook - Size: 8.6 MB - Last synced: 19 days ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

purnanandelango/trajopt-util

Utilities for Numerical Trajectory Optimization

Language: MATLAB - Size: 110 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 14 - Forks: 0

jump-dev/Convex.jl

A Julia package for disciplined convex programming

Language: Julia - Size: 35.4 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 538 - Forks: 119

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.

Language: Julia - Size: 15.1 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 655 - Forks: 71

robotology/osqp-eigen

Simple Eigen-C++ wrapper for OSQP library

Language: C++ - Size: 1.63 MB - Last synced: about 1 month ago - Pushed: 10 months ago - Stars: 350 - Forks: 105

lequant40/portfolio_allocation_js

A JavaScript library to allocate and optimize financial portfolios.

Language: JavaScript - Size: 2.98 MB - Last synced: 29 days ago - Pushed: about 1 year ago - Stars: 171 - Forks: 32

epfl-lts2/pyunlocbox

A Python convex optimization package using proximal splitting methods

Language: Python - Size: 4.13 MB - Last synced: 15 days ago - Pushed: 9 months ago - Stars: 110 - Forks: 25

sergeivolodin/CAQM

CAQM: Convexity Analysis of Quadratic Maps arXiv:1810.00896

Language: MATLAB - Size: 61 MB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

VITA-Group/Open-L2O

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

Language: C++ - Size: 17.6 MB - Last synced: about 1 month ago - Pushed: 11 months ago - Stars: 246 - Forks: 41

cvxgrp/cocp

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

Language: Jupyter Notebook - Size: 3.43 MB - Last synced: 15 days ago - Pushed: over 1 year ago - Stars: 78 - Forks: 16

locuslab/icnn

Input Convex Neural Networks

Language: Python - Size: 10.3 MB - Last synced: 14 days ago - Pushed: about 5 years ago - Stars: 268 - Forks: 52

cvxgrp/vgi

Value-gradient iteration for convex stochastic control

Language: Python - Size: 675 KB - Last synced: 24 days ago - Pushed: 7 months ago - Stars: 8 - Forks: 3

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

Language: Python - Size: 155 MB - Last synced: about 2 months ago - Pushed: almost 3 years ago - Stars: 30 - Forks: 4

gnthibault/Optimisation-Python

A set of notebooks related to convex optimization, variational inference and numerical methods for signal processing, machine learning, deep learning, graph analysis, bayesian programming, statistics or astronomy.

Language: Jupyter Notebook - Size: 606 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 19 - Forks: 9

JuliaFirstOrder/SeparableOptimization.jl

A Julia package that solves Linearly Constrained Separable Optimization Problems using ADMM.

Language: Julia - Size: 220 KB - Last synced: 8 days ago - Pushed: almost 3 years ago - Stars: 23 - Forks: 4

mfalt/FirstOrderSolvers.jl

Large scale convex optimization solvers in julia

Language: Julia - Size: 116 KB - Last synced: 9 days ago - Pushed: over 3 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: about 2 months ago - Pushed: over 3 years ago - Stars: 3 - Forks: 0

kul-optec/CIAOAlgorithms.jl

Coordinate and Incremental Aggregated Optimization Algorithms

Language: Julia - Size: 85.9 KB - Last synced: 7 days ago - Pushed: 12 months ago - Stars: 10 - Forks: 4

mstone/depict

depict – share mental models better

Language: Rust - Size: 1.97 MB - Last synced: 29 days ago - Pushed: 12 months ago - Stars: 26 - Forks: 2

exbibyte/notes_convex_optimization

notes for convex optimization, based on books and notes

Language: TeX - Size: 3.52 MB - Last synced: 30 days ago - Pushed: over 2 years ago - Stars: 4 - Forks: 3

TAMS-Group/bio_ik

MoveIt kinematics_base plugin based on particle optimization & GA

Language: C++ - Size: 1.25 MB - Last synced: about 2 months ago - Pushed: 8 months ago - Stars: 190 - Forks: 74

AdMeynard/TYCOON

Time-FrequencY by Convex OptimisatioN

Language: MATLAB - Size: 6.95 MB - Last synced: 2 months ago - Pushed: about 4 years ago - Stars: 1 - Forks: 1

cvxpy/cvxkerb

Controlling Self-Landing Rockets Using CVXPY

Language: Jupyter Notebook - Size: 3.04 MB - Last synced: about 2 months ago - Pushed: 9 months ago - Stars: 6 - Forks: 1

sdpa-python/sdpa-python

SemiDefinite Programming Algorithm (SDPA) for Python

Language: C++ - Size: 492 KB - Last synced: 24 days ago - Pushed: 3 months ago - Stars: 9 - 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: about 1 month ago - Pushed: 8 months 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: 19 days ago - Pushed: 4 months ago - Stars: 3 - Forks: 0

rounak-meyur/revs-admm

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

Language: Python - Size: 74.9 MB - Last synced: 30 days ago - Pushed: 7 months ago - Stars: 7 - Forks: 1

MIT-SPARK/STRIDE

Solver for Large-Scale Rank-One Semidefinite Relaxations

Language: MATLAB - Size: 666 KB - Last synced: 25 days ago - Pushed: over 1 year ago - Stars: 63 - Forks: 12

oxfordcontrol/Clarabel.cpp

Clarabel.cpp: C/C++ interface to the Clarabel Interior-point solver for convex conic optimisation problems.

Language: C++ - Size: 153 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 21 - Forks: 4

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: 3 months ago - Pushed: about 5 years ago - Stars: 43 - Forks: 7

avoroshilov/physics_playground

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

Language: C++ - Size: 317 KB - Last synced: 15 days ago - Pushed: over 6 years ago - Stars: 28 - Forks: 0

UW-ACL/pipg-demo

Demonstration of the PIPG algorithm for trajectory optimization

Language: Jupyter Notebook - Size: 13.9 MB - Last synced: 30 days ago - Pushed: almost 2 years ago - Stars: 14 - Forks: 3

nuft/cvx-optimal-spacecraft-landing 📦

Optimal Spacecraft Landing. Mini project for CS-454: Convex Optimization and Applications at EPFL

Language: TeX - Size: 1.41 MB - Last synced: 2 months ago - Pushed: almost 5 years ago - Stars: 13 - Forks: 2

Wrg1t/G-FOLD

G-FOLD (Guidance for Fuel-Optimal Large Diverts) algorithm implementation in Python 3

Language: Python - Size: 1.15 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

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

Language: MATLAB - Size: 3.32 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

shailesh1729/tisp

Topics in Signal Processing

Language: TeX - Size: 12.2 MB - Last synced: 16 days ago - Pushed: over 1 year ago - Stars: 9 - Forks: 1

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: 24 days ago - Pushed: 4 months ago - Stars: 3 - Forks: 0

xiaohan2012/signed-local-community

Code for paper "Searching for polarization in signed graphs: a local spectral approach" (published at WebConf 2020)

Language: Jupyter Notebook - Size: 151 MB - Last synced: about 1 month ago - Pushed: 3 months ago - Stars: 9 - Forks: 0

joshivanhoe/halfspace

Cutting-plane solver for mixed-integer convex optimization problems

Language: Python - Size: 258 KB - Last synced: 7 days ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

WolframResearch/GurobiLink

Wolfram Language interface to the Gurobi numerical optimization library

Language: C++ - Size: 18.5 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 24 - Forks: 3

softmin/ReHLine

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

Size: 307 KB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 27 - Forks: 0

pylat/adaptive-proximal-algorithms

A Julia package for adaptive proximal gradient and primal-dual algorithms

Language: Julia - Size: 883 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 8 - Forks: 1

pepeleduin/Collision-Avoidance-Algorithms-in-2D-using-Voronoi-Diagrams

Code used in my Graduation Project as requirement for obtaining the degree of Information Technology Engineer.

Language: Jupyter Notebook - Size: 9.45 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - 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: 13 days ago - Pushed: over 2 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: 4 months ago - Pushed: almost 4 years ago - Stars: 26 - Forks: 15

kjunelee/MetaOptNet

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

Language: Python - Size: 2.8 MB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 511 - Forks: 95

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: 4 months ago - Pushed: over 2 years ago - Stars: 178 - Forks: 57

nicola-bastianello/optopy

optopy is a prototyping and benchmarking Python framework for optimization, both static and dynamic, centralized and distributed

Language: Python - Size: 512 KB - Last synced: 17 days ago - Pushed: about 3 years ago - Stars: 2 - Forks: 0

JuliaFirstOrder/PiecewiseQuadratics.jl

A Julia package for manipulation of univariate piecewise quadratic functions.

Language: Julia - Size: 267 KB - Last synced: 8 days ago - Pushed: almost 3 years ago - Stars: 13 - Forks: 1

AutomatonZZY/Hybrid_ISTA

Implementation of Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks

Language: Python - Size: 13.1 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 14 - Forks: 9

andyh1469/admm-imbalanced

ADMM for Class-Imbalanced Training of Binary Image Classifiers

Language: Python - Size: 179 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

RoyiAvital/StackExchangeCodes

Codes related to answers on StackExchange Network.

Language: MATLAB - Size: 39.5 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 100 - Forks: 41

softmin/ReHLine-r

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

Language: C++ - Size: 5.56 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 8 - 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: 5 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

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: Python - Size: 49.7 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - 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: 4 months ago - Pushed: 4 months ago - Stars: 4 - Forks: 0

stephenbeckr/convex-optimization-class

APPM 5630 at CU Boulder

Language: Jupyter Notebook - Size: 170 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 37 - Forks: 11

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: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

Related Keywords
convex-optimization 349 optimization 95 machine-learning 42 optimization-algorithms 39 python 36 linear-programming 32 quadratic-programming 31 cvxpy 22 numerical-optimization 22 semidefinite-programming 20 gradient-descent 19 matlab 17 deep-learning 13 optimization-methods 12 julia 12 interior-point-method 12 svm 10 linear-algebra 9 mixed-integer-programming 9 proximal-algorithms 9 solver 9 non-convex-optimization 9 portfolio-optimization 9 signal-processing 8 computer-vision 8 conic-programs 8 nonlinear-optimization 8 julia-language 8 linear-regression 8 admm 8 machine-learning-algorithms 8 cvx 7 numerical-methods 7 proximal-operators 7 convex 7 lasso 7 python3 6 neural-networks 6 pytorch 6 logistic-regression 6 model-predictive-control 6 control 6 integer-programming 6 image-processing 6 support-vector-machines 6 newton-method 6 constrained-optimization 6 conic-optimization 5 c 5 operations-research 5 sdp 5 game-theory 5 mathematics 5 wireless-communication 5 cpp 5 math 5 nonconvex-optimization 5 clustering 5 control-systems 5 finance 4 mathematical-programming 4 optimal-transport 4 stochastic-gradient-descent 4 first-order-methods 4 duality 4 boyd 4 unconstrained-optimization 4 denoising 4 quantitative-finance 4 subgradient 4 r 4 graph-algorithms 4 graphical-models 3 cvxopt 3 quantum-information 3 newtons-method 3 distributed-computing 3 sgd 3 non-convex 3 learning 3 simulation 3 gurobi 3 algorithm 3 robotics 3 admm-algorithm 3 autonomous-driving 3 intelligent-reflecting-surfaces 3 non-linear-optimization 3 sparse-representations 3 ee364a 3 barrier-method 3 jupyter-notebook 3 time-series 3 least-square-regression 3 reinforcement-learning 3 convex-hull-algorithms 3 mpc-control 3 neural-network 3 optimization-tools 3 trajectory-optimization 3