Dependency Packages
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MLJLinearModels.jl81Generalized Linear Regressions Models (penalized regressions, robust regressions, ...)
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Sunny.jl80Spin dynamics and generalization to SU(N) coherent states
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EnsembleKalmanProcesses.jl80Implements Optimization and approximate uncertainty quantification algorithms, Ensemble Kalman Inversion, and Ensemble Kalman Processes.
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EasyModelAnalysis.jl79High level functions for analyzing the output of simulations
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ParameterizedFunctions.jl77A simple domain-specific language (DSL) for defining differential equations for use in scientific machine learning (SciML) and other applications
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GeneticsMakie.jl77🧬High-performance genetics- and genomics-related data visualization using Makie.jl
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KNITRO.jl77A Julia interface to the Artelys Knitro solver
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SemanticModels.jl77A julia package for representing and manipulating model semantics
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Pathfinder.jl75Preheat your MCMC
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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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Modia3D.jl74Modeling and Simulation of 3D systems
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Survival.jl73Survival analysis in Julia
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MultiScaleArrays.jl73A framework for developing multi-scale arrays for use in scientific machine learning (SciML) simulations
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Parametron.jl73Efficiently solving instances of a parameterized family of (possibly mixed-integer) linear/quadratic optimization problems in Julia
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StructuredOptimization.jl72Structured optimization in Julia
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IncrementalInference.jl72Clique recycling non-Gaussian (multi-modal) factor graph solver; also see Caesar.jl.
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ReactionMechanismSimulator.jl72The amazing Reaction Mechanism Simulator for simulating large chemical kinetic mechanisms
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IonSim.jl71A simple tool for simulating trapped ion systems
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HighDimPDE.jl71A Julia package for Deep Backwards Stochastic Differential Equation (Deep BSDE) and Feynman-Kac methods to solve high-dimensional PDEs without the curse of dimensionality
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TuringGLM.jl71Bayesian Generalized Linear models using `@formula` syntax.
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QuantumCumulants.jl70Generalized mean-field equations in open quantum systems
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WaterModels.jl70A Julia/JuMP Package for Water Distribution Network Optimization
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Econometrics.jl69Econometrics in Julia
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AnyMOD.jl69Julia framework for energy system models with a focus on multi-period capacity expansion
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ODINN.jl68Global glacier model using Universal Differential Equations for climate-glacier interactions
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OSQP.jl68Julia interface for OSQP: The Operator Splitting QP Solver
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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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SciMLExpectations.jl65Fast uncertainty quantification for scientific machine learning (SciML) and differential equations
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WorldDynamics.jl65An open-source framework written in Julia for global integrated assessment models.
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GasModels.jl65A Julia/JuMP Package for Gas Network Optimization
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Xpress.jl65A Julia interface to the FICO Xpress Optimization suite
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AmplNLWriter.jl65A Julia interface to AMPL-enabled solvers
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RoME.jl64Robot Motion Estimate: Tools, Variables, and Factors for SLAM in robotics; also see Caesar.jl.
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MultistartOptimization.jl64Multistart optimization methods in Julia.
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DiffEqNoiseProcess.jl63A library of noise processes for stochastic systems like stochastic differential equations (SDEs) and other systems that are present in scientific machine learning (SciML)
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ModelPredictiveControl.jl63An open source model predictive control package for Julia.
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CellMLToolkit.jl62CellMLToolkit.jl is a Julia library that connects CellML models to the Scientific Julia ecosystem.
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StochDynamicProgramming.jl62A package for discrete-time optimal stochastic control
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MultiObjectiveAlgorithms.jl62A Julia package for solving multi-objective optimization problems
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