Topic: convex-optimization Goto Github

👇 Here are 401 public repositories matching this topic...

alexjungaalto / machinelearningthebasics
convex-optimization,Working files for the textbook project "Machine Learning. The Basics"
User: alexjungaalto
Home Page: https://link.springer.com/book/10.1007/978-981-16-8193-6
artificial-intelligence convex-optimization machine-learning machine-learning-algorithms machinelearning

amkatrutsa / liboptpy
convex-optimization,Implementation of various optimization methods
User: amkatrutsa
optimization-algorithms numerical-optimization convex-optimization optimization optimization-methods

amkatrutsa / optimization-fivt
convex-optimization,Lectures on optimization methods
User: amkatrutsa
convex-optimization lectures numerical-optimization

amkatrutsa / optimization_course
convex-optimization,A course on Optimization Methods
User: amkatrutsa
convex-optimization seminar numerical-optimization optimization-methods colab mipt

arobey1 / lipsdp
convex-optimization,LipSDP - Lipschitz Estimation for Neural Networks
User: arobey1
neural-networks semidefinite-programming convex-optimization

bhushan23 / admm
convex-optimization,Implemented ADMM for solving convex optimization problems such as Lasso, Ridge regression
User: bhushan23
convex-optimization admm lasso-regression ridge-regression pytorch

carnotresearch / cr-sparse
convex-optimization,Functional models and algorithms for sparse signal processing
Organization: carnotresearch
Home Page: https://cr-sparse.readthedocs.io
sparse-representations jax wavelets convex-optimization linear-operators compressive-sensing functional-programming l1-regularization sparse-linear-systems lasso

chaitjo / markowitz-portfolio-optimization
convex-optimization,Markowitz portfolio optimization on synthetic and real stocks
User: chaitjo
Home Page: https://www.chaitjo.com/archived/markowitz-portfolio-optimization/
convex-optimization portfolio-optimization stock-market python cvxpy markowitz financial-engineering

convex-optimization-for-all / convex-optimization-for-all.github.io
convex-optimization,모두를 위한 컨백스 최적화
Organization: convex-optimization-for-all
Home Page: https://convex-optimization-for-all.github.io/
convex-optimization korean-docs

cvxgrp / cocp
convex-optimization,Source code for the examples accompanying the paper "Learning convex optimization control policies."
Organization: cvxgrp
control-systems convex-optimization differentiable-programming learning

cvxgrp / cvxportfolio
convex-optimization,Portfolio optimization and back-testing.
Organization: cvxgrp
Home Page: https://www.cvxportfolio.com
convex-optimization finance optimization optimization-algorithms optimization-methods optimizer portfolio-optimization python time-series

cvxgrp / scs
convex-optimization,Splitting Conic Solver
Organization: cvxgrp
convex-optimization cone-programming semidefinite-programming first-order-methods quadratic-programming linear-programming optimization solver optimization-algorithms numerical-optimization

cvxpy / cvxpy
convex-optimization,A Python-embedded modeling language for convex optimization problems.
Organization: cvxpy
Home Page: https://www.cvxpy.org
python cvxpy optimization modeling-language convex-optimization mathematical-optimization optimization-modeling numerical-optimization

david-m-rosen / optimization
convex-optimization,A set of lightweight header-only template functions implementing commonly-used optimization methods on Riemannian manifolds and convex spaces.
User: david-m-rosen
optimization riemannian-optimization convex-optimization nonlinear-programming

dcajasn / riskfolio-lib
convex-optimization,Portfolio Optimization and Quantitative Strategic Asset Allocation in Python
User: dcajasn
Home Page: https://riskfolio-lib.readthedocs.io/en/latest/
portfolio-optimization convex-optimization stepwise-regression duration-matching drawdown-model sharpe-ratio trading investment finance asset-allocation

decile-team / jensen
convex-optimization,A C++ toolkit for Convex Optimization (Logistic Loss, SVM, SVR, Least Squares etc.), Convex Optimization algorithms (LBFGS, TRON, SGD, AdsGrad, CG, Nesterov etc.) and Classifiers/Regressors (Logistic Regression, SVMs, Least Squares Regression etc.)
Organization: decile-team
machine-learning machine-learning-algorithms convex-optimization lbfgs-algorithm sgd logistic-regression support-vector-machines gradient-descent optimization-algorithms jensen tron lbfgs regularization

ebrahimpichka / awesome-optimization
convex-optimization,A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
User: ebrahimpichka
combinatorial-optimization convex-optimization discrete-optimization integer-linear-programming integer-programming linear-optimization linear-programming mathematical-modelling mathematical-optimization mathematical-programming operations-research optimization stochastic-optimization awesome awesome-list

epfl-lts2 / pyunlocbox
convex-optimization,A Python convex optimization package using proximal splitting methods
Organization: epfl-lts2
Home Page: https://pyunlocbox.rtfd.io
convex-optimization proximal-operators proximal-algorithms

harsh306 / awesome-nn-optimization
convex-optimization,Awesome list for Neural Network Optimization methods.
User: harsh306
optimization neural-network deep-learning non-convex-optimization convex-optimization awesome-list awesome continuation bifurcation curriculum-learning

jankrepl / deepdow
convex-optimization,Portfolio optimization with deep learning.
User: jankrepl
Home Page: https://deepdow.readthedocs.io
deep-learning portfolio-optimization finance machine-learning pytorch timeseries markowitz convex-optimization stock-price-prediction wealth-management

juliafirstorder / structuredoptimization.jl
convex-optimization,Structured optimization in Julia
Organization: juliafirstorder
optimization-algorithms large-scale non-smooth convex-optimization non-convex

jump-dev / convex.jl
convex-optimization,A Julia package for disciplined convex programming
Organization: jump-dev
Home Page: https://jump.dev/Convex.jl/stable/
julia convex-optimization solver

kjunelee / metaoptnet
convex-optimization,Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)
User: kjunelee
meta-learning few-shot convex-optimization few-shot-learning image-classification few-shot-recognition cvpr2019 metalearning

lanl / scico
convex-optimization,Scientific Computational Imaging COde
Organization: lanl
computational-imaging inverse-problems optimization admm fista total-variation plug-and-play-priors jax convex-optimization proximal-algorithms

lequant40 / portfolio_allocation_js
convex-optimization,A JavaScript library to allocate and optimize financial portfolios.
User: lequant40
Home Page: https://lequant40.github.io/portfolio_allocation_js/
quantitative-finance risk-parity risk-budgeting markowitz critical-line-algorithm clustering convex-optimization portfolio-optimization fista quadratic-programming linear-programming smo index-tracking equal-risk-contributions portfolio-allocation optimization-algorithms portfolio-selection correlation-matrix

locuslab / icnn
convex-optimization,Input Convex Neural Networks
Organization: locuslab
Home Page: https://arxiv.org/abs/1609.07152
convex-optimization deep-learning reinforcement-learning research-paper

mariohsouto / proxsdp.jl
convex-optimization,Semidefinite programming optimization solver
User: mariohsouto
semidefinite-programming convex-optimization optimization julia solver conic-programs sdp

matssteinweg / multi-purpose-mpc
convex-optimization,Multi-Purpose MPC for Reference Path Tracking, Time-Optimal Driving and Obstacle Avoidance
User: matssteinweg
motion-planning model-predictive-control autonomous-driving obstacle-avoidance convex-optimization

mbs0221 / multitask-learning
convex-optimization,Awesome Multitask Learning Resources
User: mbs0221
multi-task-learning deep-learning sparse-learning domain-adaptation transfer-learning meta-learning few-shot-learning convex-optimization federated-learning machine-learning

mit-spark / certifiablyrobustperception
convex-optimization,Certifiable Outlier-Robust Geometric Perception
Organization: mit-spark
computer-vision semidefinite-programming robotics point-cloud-registration autonomous-driving convex-optimization robust-estimation outliers-detection mixed-integer-programming

mit-spark / stride
convex-optimization,Solver for Large-Scale Rank-One Semidefinite Relaxations
Organization: mit-spark
semidefinite-programming convex-optimization large-scale-optimization semidefinite-relaxation polynomial-optimization

mynkpl1998 / deep-learning-optimization-algorithms
convex-optimization,Visualization of various deep learning optimization algorithms using PyTorch automatic differentiation and optimizers.
User: mynkpl1998
adadelta adamoptimizer convex-optimization deep-learning non-convex-optimization optimization-algorithms python3 pytorch saddlepoint-approximation stochastic-gradient-descent

osqp / osqp
convex-optimization,The Operator Splitting QP Solver
Organization: osqp
Home Page: https://osqp.org
optimization quadratic-programming convex-optimization machine-learning lasso svm control model-predictive-control portfolio-optimization solver

oxfordcontrol / clarabel.jl
convex-optimization,Clarabel.jl: Interior-point solver for convex conic optimisation problems in Julia.
Organization: oxfordcontrol
optimization convex-optimization optimization-algorithms julia-language conic-programs linear-programming quadratic-programming conic-optimization interior-point-method semidefinite-programming

oxfordcontrol / clarabel.rs
convex-optimization,Clarabel.rs: Interior-point solver for convex conic optimisation problems in Rust.
Organization: oxfordcontrol
conic-optimization conic-programs convex-optimization interior-point-method linear-programming optimization optimization-algorithms quadratic-programming rust-lang semidefinite-programming

oxfordcontrol / cosmo.jl
convex-optimization,COSMO: Accelerated ADMM-based solver for convex conic optimisation problems (LP, QP, SOCP, SDP, ExpCP, PowCP). Automatic chordal decomposition of sparse semidefinite programs.
Organization: oxfordcontrol
Home Page: https://oxfordcontrol.github.io/COSMO.jl/stable
convex-optimization semidefinite-programming solver julia-language conic-programs optimization sdp

predict-epfl / piqp
convex-optimization,An Proximal Interior Point Quadratic Programming solver
Organization: predict-epfl
Home Page: https://predict-epfl.github.io/piqp/
c convex-optimization cpp eigen interior-point-method linear-programming optimization python quadratic-programming model-predictive-control

raoumer / srrescgan
convex-optimization,Code repo for "Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution" (CVPRW NTIRE2020).
User: raoumer
Home Page: https://replicate.com/raoumer/srrescgan
super-resolution deep-neural-networks convex-optimization residual-learning discriminative-learning real-world sisr ntire2020 cvpr2020

robotology / osqp-eigen
convex-optimization,Simple Eigen-C++ wrapper for OSQP library
Organization: robotology
Home Page: https://robotology.github.io/osqp-eigen/
optimization qp osqp quadratic-programming convex-optimization

royiavital / stackexchangecodes
convex-optimization,Codes related to answers on StackExchange Network.
User: royiavital
stackexchange mathematics stackoverflow signal-processing image-processing optimization machine-learning matlab julia computer-vision convex-optimization

sciml / optimization.jl
convex-optimization,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.
Organization: sciml
Home Page: https://docs.sciml.ai/Optimization/stable/
optimization local-optimization global-optimization automatic-differentiation algorithmic-differentiation sciml scientific-machine-learning hacktoberfest julia mixed-integer-programming

sergioragostinho / cvxpnpl
convex-optimization,A Perspective-n-Points-and-Lines method.
User: sergioragostinho
computer-vision registration python python3 python-3 points lines convex-optimization convex pose-estimation

shiqinhuo / numerical-optimization-books
convex-optimization,Collected study materials in Numerical Optimization ANU@MATH3514(HPC)
User: shiqinhuo
electronic-books numerical-optimization convex-optimization numerical-methods boyd convex-optimisation

skfolio / skfolio
convex-optimization,Python library for portfolio optimization built on top of scikit-learn
Organization: skfolio
Home Page: https://skfolio.org
asset-allocation asset-management convex-optimization cvar-optimization cvxpy efficient-frontier hierarchical-clustering machine-learning portfolio portfolio-optimization

tams-group / bio_ik
convex-optimization,MoveIt kinematics_base plugin based on particle optimization & GA
Organization: tams-group
bio-ik ik-solver optimization inverse-kinematics moveit ros genetic-algorithm evolutionary-algorithm particle-swarm-optimization non-convex-optimization

thieu1995 / opfunu
convex-optimization,A collection of Benchmark functions for numerical optimization problems
User: thieu1995
Home Page: https://opfunu.readthedocs.io
benchmark-functions soft-computing global-optimization convex-optimization non-convex-optimization unimodal-functions multimodal-functions cec-2014 cec-2017 cec-2019

tirthajyoti / optimization-python
convex-optimization,General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python
User: tirthajyoti
optimization linear-programming integer-programming mixed-integer-programming quadratic-programming scipy convex-optimization

uw-acl / scptoolbox.jl
convex-optimization,Sequential Convex Programming Toolbox for nonconvex trajectory optimization.
Organization: uw-acl
optimization convex-optimization trajectory-generation robotics rocket-landing spacecraft motion-planning autonomous-driving quadrotors

vita-group / open-l2o
convex-optimization,Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms
Organization: vita-group
learning-to-learn meta-learning learning-to-optimize lasso neural-networks convex-optimization nonconvex-optimization

willyfh / uav-trajectory-planning
convex-optimization,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)
User: willyfh
Home Page: https://ieeexplore.ieee.org/document/8842600
optimization path-planning resource-allocation trajectory-planning uav convex-optimization