Dependency Packages
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Convex.jl510A Julia package for disciplined convex programming
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TopOpt.jl141A beautifully Julian topology optimization package.
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Tulip.jl138Interior-point solver in pure Julia
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NLPModels.jl137Data Structures for Optimization Models
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LinearOperators.jl134Linear Operators for Julia
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Nonconvex.jl91Toolbox for non-convex constrained optimization.
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ImplicitDifferentiation.jl86Automatic differentiation of implicit functions
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QuantumInformation.jl85A Julia package for numerical computation in quantum information theory
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MadNLP.jl84A solver for nonlinear programming
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InferOpt.jl78Combinatorial optimization layers for machine learning pipelines
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MRIReco.jl62Julia Package for MRI Reconstruction
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EnsembleKalmanProcesses.jl54Implements Optimization and approximate uncertainty quantification algorithms, Ensemble Kalman Inversion, and Ensemble Kalman Processes.
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CalibrateEmulateSample.jl50Stochastic Optimization, Learning, Uncertainty and Sampling
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Percival.jl44Implementation of a Augmented Lagrangian method
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JSOSolvers.jl44-
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ClimaAtmos.jl43ClimaAtmos.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!
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KomaMRI.jl43Koma is a 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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MRIsim.jl43Koma is a 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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NOMAD.jl42Julia interface to the NOMAD blackbox optimization software
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ClimaTimeSteppers.jl34A CPU- and GPU-friendly package for solving ordinary differential equations
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CUTEst.jl30Julia's CUTEst Interface
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QuantumTomography.jl29Julia package to perform quantum state and process tomography
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RobustModels.jl28A Julia package for robust regressions using M-estimators and quantile regressions
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DifferentiableFactorizations.jl27Differentiable matrix factorizations using ImplicitDifferentiation.jl.
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NLPModelsJuMP.jl26Create NLPModels with JuMP
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RipQP.jl26-
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SolverTools.jl26Tools for developing nonlinear optimization solvers.
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JutulDarcy.jl25Darcy flow and reservoir simulator based on Jutul.jl
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QuanEstimation.jl23QuanEstimation.jl is an open-source toolkit for quantum parameter estimation.
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Unfold.jl23Neuroimaging (EEG & fMRI) regression analysis in Julia
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Jutul.jl22Experimental framework for automatic differentiation finite-volume simulators
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CaNNOLeS.jl21Constrained and NoNlinear Optimizer of Least Squares
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SolverBenchmark.jl21Benchmark tools for solvers
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SeparableOptimization.jl20A Julia package that solves Linearly Constrained Separable Optimization Problems using ADMM.
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PDENLPModels.jl18A NLPModel API for optimization problems with PDE-constraints
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MacroModelling.jl18Macros and functions to work with DSGE models.
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AmplNLReader.jl18Julia AMPL Models Conforming to NLPModels.jl
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ADNLPModels.jl17-
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ParameterEstimocean.jl17🎲 Parameter estimation for Oceananigans using EnsembleKalmanProcesses
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CalibrateEDMF.jl16A package to calibrate atmospheric turbulence and convection parameterizations using gradient-free ensemble Kalman methods
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