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Search results for convex optimization
convex-optimization
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116 search results found
Riskfolio Lib
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2,508
Portfolio Optimization and Quantitative Strategic Asset Allocation in Python
Osqp
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1,540
The Operator Splitting QP Solver
Deepdow
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790
Portfolio optimization with deep learning.
Cvxportfolio
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717
Portfolio optimization and back-testing.
Skfolio
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699
Python library for portfolio optimization built on top of scikit-learn
Optimization.jl
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625
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.
Convex.jl
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535
A Julia package for disciplined convex programming
Scs
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506
Splitting Conic Solver
Metaoptnet
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480
Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)
Multitask Learning
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374
Awesome Multitask Learning Resources
Osqp Eigen
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273
Simple Eigen-C++ wrapper for OSQP library
Cosmo.jl
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257
COSMO: Accelerated ADMM-based solver for convex conic optimisation problems (LP, QP, SOCP, SDP, ExpCP, PowCP). Automatic chordal decomposition of sparse semidefinite programs.
Icnn
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207
Input Convex Neural Networks
Clarabel.rs
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192
Clarabel.rs: Interior-point solver for convex conic optimisation problems in Rust.
Open L2o
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186
Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms
Bio_ik
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176
MoveIt kinematics_base plugin based on particle optimization & GA
Scptoolbox.jl
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172
Sequential Convex Programming Toolbox for nonconvex trajectory optimization.
Optimization Python
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156
General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python
Portfolio_allocation_js
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148
A JavaScript library to allocate and optimize financial portfolios.
Clarabel.jl
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141
Clarabel.jl: Interior-point solver for convex conic optimisation problems in Julia.
Optimization_course
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128
A course on Optimization Methods
Convex Optimization For All.github.io
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118
모두를 위한 컨백스 최적화
Awesome Optimization
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110
A curated list of awesome mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
Pyunlocbox
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107
A Python convex optimization package using proximal splitting methods
Stackexchangecodes
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100
Codes related to answers on StackExchange Network.
Proxsdp.jl
⭐
84
Semidefinite programming optimization solver
Srrescgan
⭐
83
Code repo for "Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution" (CVPRW NTIRE2020).
Certifiablyrobustperception
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80
Certifiable Outlier-Robust Geometric Perception
Scico
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77
Scientific Computational Imaging COde
Cr Sparse
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70
Functional models and algorithms for sparse signal processing
Opfunu
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69
A collection of Benchmark functions for numerical optimization problems
Structuredoptimization.jl
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67
Structured optimization in Julia
Awesome Nn Optimization
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65
Awesome list for Neural Network Optimization methods.
Cocp
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61
Source code for the examples accompanying the paper "Learning convex optimization control policies."
Optimization Fivt
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59
Lectures on optimization methods
Cvxpnpl
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55
A Perspective-n-Points-and-Lines method.
Liboptpy
⭐
51
Implementation of various optimization methods
Stride
⭐
48
Solver for Large-Scale Rank-One Semidefinite Relaxations
Piqp
⭐
45
An Proximal Interior Point Quadratic Programming solver
Numerical Optimization Books
⭐
43
Collected study materials in Numerical Optimization ANU@MATH3514(HPC)
Analisis Numerico Computo Cientifico
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43
Análisis numérico y cómputo científico
Qp_ik_solver
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43
Quadratic program based Inverse kinematic solver for mutli-robotic arms with respect to the kinematic and self-collision avoidance constraints
Jensen
⭐
39
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.)
Deep Learning Optimization Algorithms
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37
Visualization of various deep learning optimization algorithms using PyTorch automatic differentiation and optimizers.
Convex Optimization Class
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36
APPM 5630 at CU Boulder
Lipsdp
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35
LipSDP - Lipschitz Estimation for Neural Networks
Bayesian Optimization
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31
Reference implementation of Optimistic Expected Improvement.
Jensen
⭐
30
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.)
Hitnlls
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28
A nonlinear least square(NLLS) solver. Fomulate the NLLS as graph optimization.
Joint User Association And In Band Backhaul Scheduling And In 5g Mmwave Networks
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27
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=&arn
Info Retrieval
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25
Information Retrieval in High Dimensional Data (class deliverables)
Mathoptsetdistances.jl
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24
Distances to sets for MathOptInterface
Markowitz Portfolio Optimization
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22
Markowitz portfolio optimization on synthetic and real stocks
Depict
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22
depict – share mental models better
Admm
⭐
22
Implemented ADMM for solving convex optimization problems such as Lasso, Ridge regression
Superscs
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21
Fast conic optimization in C
Seminars Fivt
⭐
21
Seminars on optimization methods for DIHT MIPT
Projects
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20
Various Small Projects on Various Subjects
Pydata London 2018
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20
Slides and notebooks for my tutorial at PyData London 2018
Physics_playground
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18
Improved version of real-time physics engine that couples FEM-based deformables and rigid body dynamics
Graphicalmodellearning.jl
⭐
18
Algorithms for Learning Graphical Models
Optimisation Python
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18
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.
Cvxlean
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17
Convex optimization modeling in Lean 4
Uav Trajectory Planning
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17
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)
Firstordersolvers.jl
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15
Large scale convex optimization solvers in julia
Ego2022
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15
JOINT EGO-NOISE SUPPRESSION AND KEYWORD SPOTTING ON SWEEPING ROBOTS
Gibbous
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14
Convex optimization for java and scala, built on Apache Commons Math
Hybrid_ista
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14
Implementation of Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks
Mva
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14
Labs and homeworks done during the Master Mathematics, Vision, Learning (MVA) at ENS Paris-Saclay.
Irs_mimo_underlayspectrumsharing
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14
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.
Tvc
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13
GNC to land a model rocket using TVC and a solid motor.
Turbomachinery Rotors Balancing
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13
Python Tools to Practically Model and Solve the Problem of High Speed Rotor Balancing.
Pyoptsamples
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13
Optimization sample codes on Python
Trajopt Util
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12
Utilities for Numerical Trajectory Optimization
Osqp R
⭐
12
R interface for OSQP
Cptopt
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12
Portfolio Optimization with Cumulative Prospect Theory Utility via Convex Optimization
Permon
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12
PERMON main package for quadratic programming (PermonQP)
Clarabel.cpp
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12
Clarabel.cpp: C/C++ interface to the Clarabel Interior-point solver for convex conic optimisation problems.
Flexbox
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12
FlexBox is a fexible MATLAB toolbox for finite dimensional convex variational problems in image processing and beyond.
Gurobilink
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12
Wolfram Language interface to the Gurobi numerical optimization library
Lcvx
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11
Lossless convexification new results (mixed-integer problems)
Mico
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11
MICO: Mutual Information and Conic Optimization for feature selection
Convexjlr
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10
Disciplined Convex Programming in R using Convex.jl.
Wireless Simulator Ua Pc
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10
Wireless Cellular Simulator for Radio Resource Management
Ciaoalgorithms.jl
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9
Coordinate and Incremental Aggregated Optimization Algorithms
Image Inpainting
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9
Inpainting via convex optimization.
Slfrank
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9
SLfRank: Shinnar-Le-Roux Pulse Design using Rank Factorization
Multi Purpose Mpc
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9
Multi-Purpose MPC for Reference Path Tracking, Time-Optimal Driving and Obstacle Avoidance
Katana.jl
⭐
8
A Cutting-Plane Based Solver for Convex NLPs
Rehline
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8
Regularized Composite ReLU-ReHU Loss Minimization with Linear Computation and Linear Convergence
Advanced Opt
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8
Presentations of the advanced topics in optimization
Msai Optimization
⭐
8
Optimization course for MSAI at MIPT
Conv_opt
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8
Python package for linear and quadratic programming
Ipiano
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8
Implementation of the iPiano algorithm for non-convex and non-smooth optimization as described in [1].
Trame
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8
A toolbox for solving problems of equilibrium computation and identification in discrete choice and matching problems.
Adjust
⭐
7
ADJUST: A Dictionary-Based Joint Reconstruction and Unmixing Method for Spectral Tomography
Vgi
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7
Value-gradient iteration for convex stochastic control
Optiml
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7
Optimizers for/and sklearn compatible Machine Learning models
Rehline Python
⭐
7
Regularized Composite ReLU-ReHU Loss Minimization with Linear Computation and Linear Convergence
Adaptive Proximal Algorithms
⭐
7
A Julia package for adaptive proximal gradient and primal-dual algorithms
1-100 of 116 search results
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