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Search results for julia optimization
julia
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optimization
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247 search results found
Jump.jl
⭐
2,093
Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
Modelingtoolkit.jl
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1,292
An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations
Beautifulalgorithms.jl
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1,281
Concise and beautiful algorithms written in Julia
Optim.jl
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1,034
Optimization functions for Julia
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.
Blackboxoptim.jl
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411
Black-box optimization for Julia
Powermodels.jl
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357
A Julia/JuMP Package for Power Network Optimization
Mathoptinterface.jl
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351
An abstraction layer for mathematical optimization solvers.
Automlpipeline.jl
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331
A package that makes it trivial to create and evaluate machine learning pipeline architectures.
Metatheory.jl
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321
General purpose algebraic metaprogramming and symbolic computation library for the Julia programming language: E-Graphs & equality saturation, term rewriting and more.
Surrogates.jl
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302
Surrogate modeling and optimization for scientific machine learning (SciML)
Krylov.jl
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291
A Julia Basket of Hand-Picked Krylov Methods
Evolutionary.jl
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290
Evolutionary & genetic algorithms for Julia
Manopt.jl
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273
🏔️Manopt. jl – Optimization on Manifolds in Julia
Componentarrays.jl
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258
Arrays with arbitrarily nested named components.
Cosmo.jl
⭐
257
COSMO: Accelerated ADMM-based solver for convex conic optimisation problems (LP, QP, SOCP, SDP, ExpCP, PowCP). Automatic chordal decomposition of sparse semidefinite programs.
Sddp.jl
⭐
257
Stochastic Dual Dynamic Programming in Julia
Powersimulations.jl
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249
Julia for optimization simulation and modeling of PowerSystems. Part of the Scalable Integrated Infrastructure Planning Initiative at the National Renewable Energy Lab.
Nlopt.jl
⭐
243
Package to call the NLopt nonlinear-optimization library from the Julia language
Trajectoryoptimization.jl
⭐
238
A fast trajectory optimization library written in Julia
Tufte_algorithms_book
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238
A template for textbooks in the same style as Algorithms for Optimization
Alpine.jl
⭐
233
A Julia/JuMP-based Global Optimization Solver for Non-convex Programs
Metaheuristics.jl
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231
High-performance metaheuristics for optimization coded purely in Julia.
Neuralverification.jl
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215
Methods to soundly verify deep neural networks
Infiniteopt.jl
⭐
215
An intuitive modeling interface for infinite-dimensional optimization problems.
Hyperopt.jl
⭐
191
Hyperparameter optimization in Julia.
Coluna.jl
⭐
178
Branch-and-Price-and-Cut in Julia
Scptoolbox.jl
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172
Sequential Convex Programming Toolbox for nonconvex trajectory optimization.
Juniper.jl
⭐
171
A JuMP-based Nonlinear Integer Program Solver
Adcme.jl
⭐
158
Automatic Differentiation Library for Computational and Mathematical Engineering
Polyhedra.jl
⭐
158
Polyhedral Computation Interface
Tulip.jl
⭐
148
Interior-point solver in pure Julia
Clarabel.jl
⭐
141
Clarabel.jl: Interior-point solver for convex conic optimisation problems in Julia.
Nlpmodels.jl
⭐
139
Data Structures for Optimization Models
Jumptutorials.jl
⭐
138
Tutorials on using JuMP for mathematical optimization in Julia
Powermodelsdistribution.jl
⭐
133
A Julia/JuMP Package for Unbalanced Power Network Optimization
Eago.jl
⭐
130
A development environment for robust and global optimization
Cplex.jl
⭐
128
Julia interface for the CPLEX optimization software
Obca
⭐
125
Optimization-Based Collision Avoidance - a path planner for autonomous navigation
Proximaloperators.jl
⭐
122
Proximal operators for nonsmooth optimization in Julia
Raytracer.jl
⭐
121
Differentiable RayTracing in Julia
Hypatia.jl
⭐
119
interior point solver for general convex conic optimization problems
Proximalalgorithms.jl
⭐
117
Proximal algorithms for nonsmooth optimization in Julia
Diffopt.jl
⭐
115
Differentiating convex optimization programs w.r.t. program parameters
Pajarito.jl
⭐
115
A solver for mixed-integer convex optimization
Sumofsquares.jl
⭐
111
Sum of Squares Programming for Julia
Fluxtraining.jl
⭐
109
A flexible neural net training library inspired by fast.ai
Strategems.jl
⭐
107
Quantitative systematic trading strategy development and backtesting in Julia
Madnlp.jl
⭐
106
A solver for nonlinear programming
Nloptcontrol.jl
⭐
104
nonlinear control optimization tool
Stackexchangecodes
⭐
100
Codes related to answers on StackExchange Network.
Nonconvex.jl
⭐
100
Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.
Highs.jl
⭐
91
Julia wrapper for the HiGHS solver
Linesearches.jl
⭐
89
Line search methods for optimization and root-finding
Frankwolfe.jl
⭐
88
Julia implementation for various Frank-Wolfe and Conditional Gradient variants
Proxsdp.jl
⭐
84
Semidefinite programming optimization solver
Bayesianoptimization.jl
⭐
84
Bayesian optimization for Julia
Dualization.jl
⭐
83
Automatic dualization feature for MathOptInterface.jl
Unitcommitment.jl
⭐
80
Optimization package for the Security-Constrained Unit Commitment Problem
Mlopt.jl
⭐
79
Tutorial code for Machine Learning and Optimization written in julia
Optimizationproblems.jl
⭐
78
Optimization Problems for Julia
Optimaltransport.jl
⭐
76
Optimal transport algorithms for Julia
Combinedparsers.jl
⭐
75
Compiled parser combinators and regular expressions in pure julia
Autooptimize.jl
⭐
75
Automatic optimization and parallelization for Scientific Machine Learning (SciML)
Dsp
⭐
73
An open-source parallel optimization solver for structured mixed-integer programming
Incrementalinference.jl
⭐
72
Clique recycling non-Gaussian (multi-modal) factor graph solver; also see Caesar.jl.
H Obca
⭐
69
Hierarchical Optimization-Based Collision Avoidance - a path planner for autonomous parking
Juliacomputation
⭐
68
Repository for Common Ground C25
Watermodels.jl
⭐
67
A Julia/JuMP Package for Water Distribution Network Optimization
Complementarity.jl
⭐
66
provides a modeling interface for mixed complementarity problems (MCP) and math programs with equilibrium problems (MPEC) via JuMP
Gasmodels.jl
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62
A Julia/JuMP Package for Gas Network Optimization
Multistartoptimization.jl
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61
Multistart optimization methods in Julia.
Climatemargo.jl
⭐
61
Julia implementation of MARGO, an idealized climate-economic modelling framework for Optimizing trade-offs between emissions Mitigation, Adaptation, carbon dioxide Removal, and solar Geoengineering.
Class Repo
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58
AEM 7130: Dynamic Optimization/Computational Methods
Anymod.jl
⭐
58
Julia framework for energy system models with a focus on multi-period capacity expansion
Climaatmos.jl
⭐
58
ClimaAtmos.jl is a library for building atmospheric circulation models that is designed from the outset to leverage data assimilation and machine learning tools. We welcome contributions!
Stochasticprograms.jl
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55
Julia package for formulating and analyzing stochastic recourse models.
Osqp.jl
⭐
53
Julia interface for OSQP: The Operator Splitting QP Solver
Parametron.jl
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52
Efficiently solving instances of a parameterized family of optimization problems in Julia
Contactimplicitmpc.jl
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52
Fast contact-implicit model-predictive control for robotic systems that make and break contact with their environments.
Differentialdynamicprogramming.jl
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51
A package for solving Differential Dynamic Programming and trajectory optimization problems.
Multiobjectivealgorithms.jl
⭐
50
Structjump.jl
⭐
50
A block-structured optimization framework for JuMP
Deconvoptim.jl
⭐
48
A multi-dimensional, high performance deconvolution framework written in Julia Lang for CPUs and GPUs.
Stmo
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47
Selected Topics in Mathematical Optimization, now in Julia
Timeseriesclustering.jl
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45
Julia implementation of unsupervised learning methods for time series datasets. It provides functionality for clustering and aggregating, detecting motifs, and quantifying similarity between time series datasets.
Intervaloptimisation.jl
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44
Rigorous global optimisation in pure Julia
Leastsquaresoptim.jl
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43
Dense and Sparse Least Squares Optimization
Structsofarrays.jl
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43
Structures of Arrays that behave like Arrays of Structures
Jmcdm
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42
A package for Multiple criteria decision-making techniques in Julia
Nomad.jl
⭐
42
Julia interface to the NOMAD blackbox optimization software
Exproptimization.jl
⭐
42
Algorithms for optimization of Julia expressions
Resources
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41
A public bookmark bar. Resources for computation, operations research, academia, and more.
Hydropowermodels.jl
⭐
40
A Julia/JuMP Package for Hydrothermal economic dispatch Optimization
Motion_planning
⭐
39
Algorithm and model experiments for robot motion planning. Implemented in Julia.
Ecos.jl
⭐
39
Julia wrapper for the ECOS conic optimization solver
Quantumcontrol.jl
⭐
39
Julia Framework for Quantum Dynamics and Control
Catviews.jl
⭐
38
Concatenated Array views in Julia.
Jumper.jl
⭐
38
Julia for Mathematical Programming - extension for Robust Optimization
Polyjump.jl
⭐
37
A JuMP extension for Polynomial Optimization
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