Dependency Packages
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MultistartOptimization.jl64Multistart optimization methods in Julia.
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RoME.jl64Robot Motion Estimate: Tools, Variables, and Factors for SLAM in robotics; also see Caesar.jl.
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ModelPredictiveControl.jl63An open source model predictive control package for 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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MultiObjectiveAlgorithms.jl62A Julia package for solving multi-objective optimization problems
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AtomicGraphNets.jl62Atomic graph models for molecules and crystals in Julia
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StochDynamicProgramming.jl62A package for discrete-time optimal stochastic control
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ADSeismic.jl62A General Approach to Seismic Inversion Problems using Automatic Differentiation
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CellMLToolkit.jl62CellMLToolkit.jl is a Julia library that connects CellML models to the Scientific Julia ecosystem.
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CALIPSO.jl61Conic Augmented Lagrangian Interior-Point SOlver
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MultiJuMP.jl61MultiJuMP enables the user to easily run multiobjective optimisation problems and generate Pareto fronts.
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Conductor.jl61Choo-choo
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DataAssim.jl60Implementation of various ensemble Kalman Filter data assimilation methods in Julia
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Pavito.jl60A gradient-based outer approximation solver for convex mixed-integer nonlinear programming (MINLP)
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COBRA.jl60High-level, high-performance, constraint-based reconstruction and analysis in Julia
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DeconvOptim.jl59A multi-dimensional, high performance deconvolution framework written in Julia Lang for CPUs and GPUs.
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FluxOptTools.jl59Use Optim to train Flux models and visualize loss landscapes
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Luna.jl58Nonlinear optical pulse propagator
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Dolo.jl57Economic modeling in Julia
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QuantumCircuitOpt.jl56A Julia/JuMP Package for Optimal Quantum Circuit Design
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FMIFlux.jl55FMIFlux.jl is a free-to-use software library for the Julia programming language, which offers the ability to place FMUs (fmi-standard.org) everywhere inside of your ML topologies and still keep the resulting model trainable with a standard (or custom) FluxML training process.
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RobustAndOptimalControl.jl55Robust and optimal design and analysis of linear control systems
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DifferentiableTrajectoryOptimization.jl55Differentiable trajectory optimization in Julia.
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GpABC.jl54-
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StructJuMP.jl54A block-structured optimization framework for JuMP
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Clp.jl54A Julia interface to the Coin-OR Linear Programming solver (CLP)
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Sophon.jl54Efficient, Accurate, and Streamlined Training of Physics-Informed Neural Networks
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HarmonicBalance.jl53A Julia package for solving nonlinear differential equations using the harmonic balance method.
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LeastSquaresOptim.jl53Dense and Sparse Least Squares Optimization
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PowerModelsACDC.jl53A hybrid AC/DC OPF package based on PowerModels.jl
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BenchmarkCI.jl53-
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CMBLensing.jl52The automatically differentiable and GPU-compatible toolkit for CMB analysis.
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PiecewiseLinearOpt.jl51Solve optimization problems containing piecewise linear functions
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TORA.jl51Trajectory Optimization for Robot Arms
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JuMPeR.jl51Julia for Mathematical Programming - extension for Robust Optimization
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PorousMaterials.jl50Julia package towards classical molecular modeling of nanoporous materials
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ConstructiveGeometry.jl50Algorithms and syntax for building CSG objects within Julia.
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PATHSolver.jl50Provides a Julia wrapper for the PATH Solver for solving mixed complementarity problems
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MinimallyDisruptiveCurves.jl49Finds relationships between the parameters of a mathematical model
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BilevelOptimization.jl49JuMP-based toolbox for solving bilevel optimization problems
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