Dependency Packages
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PowerModels.jl388A Julia/JuMP Package for Power Network Optimization
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Dojo.jl307A differentiable physics engine for robotics
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SDDP.jl295A JuMP extension for Stochastic Dual Dynamic Programming
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PowerSimulations.jl279Julia for optimization simulation and modeling of PowerSystems. Part of the Scalable Integrated Infrastructure Planning Initiative at the National Renewable Energy Lab.
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GenX.jl267GenX: a configurable power system capacity expansion model for studying low-carbon energy futures. More details at : https://genx.mit.edu
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InfiniteOpt.jl251An intuitive modeling interface for infinite-dimensional optimization problems.
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Alpine.jl245A Julia/JuMP-based Global Optimization Solver for Non-convex Programs
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LazySets.jl227Scalable symbolic-numeric set computations in Julia
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Coluna.jl193Branch-and-Price-and-Cut in Julia
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ReachabilityAnalysis.jl189Computing reachable states of dynamical systems in Julia
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TopOpt.jl181A package for binary and continuous, single and multi-material, truss and continuum, 2D and 3D topology optimization on unstructured meshes using automatic differentiation in Julia.
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Polyhedra.jl172Polyhedral Computation Interface
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Plasmo.jl151A Platform for Scalable Modeling and Optimization
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DifferentiableCollisions.jl151Differentiable collision detection for polytopes, capsules, cylinders, cones, spheres, and polygons.
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EAGO.jl144A development environment for robust and global optimization
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PowerModelsDistribution.jl142A Julia/JuMP Package for Unbalanced Power Network Optimization
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ConstraintSolver.jl136ConstraintSolver in Julia: Blog posts ->
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Pajarito.jl131A solver for mixed-integer convex optimization
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GameTheory.jl123Algorithms and data structures for game theory in Julia
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DiffOpt.jl122Differentiating convex optimization programs w.r.t. program parameters
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SumOfSquares.jl115Sum of Squares Programming for Julia
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MIPVerify.jl113Evaluating Robustness of Neural Networks with Mixed Integer Programming
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Nonconvex.jl111Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.
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MRIsim.jl111Koma is a Pulseq-compatible framework to efficiently simulate Magnetic Resonance Imaging (MRI) acquisitions. The main focus of this package is to simulate general scenarios that could arise in pulse sequence development.
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PowerDynamics.jl104Package for dynamical modeling of power grids
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UnitCommitment.jl104Optimization package for the Security-Constrained Unit Commitment Problem
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BilevelJuMP.jl103Bilevel optimization in JuMP
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Mads.jl101MADS: Model Analysis & Decision Support
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Dualization.jl95Automatic dualization feature for MathOptInterface.jl
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ProxSDP.jl93Semidefinite programming optimization solver
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OptimizationProblems.jl88Optimization Problems for Julia
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ClustForOpt.jl82Julia 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.
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TimeSeriesClustering.jl82Julia 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.
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StochasticPrograms.jl75Julia package for formulating and analyzing stochastic recourse models.
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Complementarity.jl75Provides a modeling interface for mixed complementarity problems (MCP) and math programs with equilibrium problems (MPEC) via JuMP
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WaterModels.jl70A Julia/JuMP Package for Water Distribution Network Optimization
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AnyMOD.jl69Julia framework for energy system models with a focus on multi-period capacity expansion
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ClimateMARGO.jl67Julia implementation of MARGO, an idealized climate-economic modelling framework for Optimizing trade-offs between emissions Mitigation, Adaptation, carbon dioxide Removal, and solar Geoengineering.
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GasModels.jl65A Julia/JuMP Package for Gas Network Optimization
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ModelPredictiveControl.jl63An open source model predictive control package for Julia.
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