Dependency Packages
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OptimalControl.jl62Model and solve optimal control problems in 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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JutulDarcy.jl62Darcy flow and reservoir simulator based on Jutul.jl
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AtomicGraphNets.jl62Atomic graph models for molecules and crystals in Julia
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DiffEqParamEstim.jl61Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions
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Conductor.jl61Choo-choo
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CALIPSO.jl61Conic Augmented Lagrangian Interior-Point SOlver
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GeophysicalModelGenerator.jl60Import, process and interpret geophysical data sets to be used in numerical models.
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PencilArrays.jl60Distributed Julia arrays using the MPI protocol
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FluxOptTools.jl59Use Optim to train Flux models and visualize loss landscapes
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DelayDiffEq.jl59Delay differential equation (DDE) solvers in Julia for the SciML scientific machine learning ecosystem. Covers neutral and retarded delay differential equations, and differential-algebraic equations.
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DeconvOptim.jl59A multi-dimensional, high performance deconvolution framework written in Julia Lang for CPUs and GPUs.
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Sherlock.jl58A high functioning package detective.
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Omniscape.jl58Functions to compute omnidirectional landscape connectivity using circuit theory and the Omniscape algorithm.
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FluxMPI.jl56Distributed Data Parallel Training of Deep Neural Networks
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FoldsCUDA.jl56Data-parallelism on CUDA using Transducers.jl and for loops (FLoops.jl)
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BioMakie.jl56Plotting and interface tools for biology.
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ITensorNetworks.jl55A package with general tools for working with higher-dimensional tensor networks based on ITensor.
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RobustAndOptimalControl.jl55Robust and optimal design and analysis of linear control systems
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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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DifferentiableTrajectoryOptimization.jl55Differentiable trajectory optimization in Julia.
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SegmentAnything.jl55Segment-anything wrapped for Julia
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Sophon.jl54Efficient, Accurate, and Streamlined Training of Physics-Informed Neural Networks
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MeshViz.jl54Makie.jl recipes for visualization of Meshes.jl
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DynamicalSystemsBase.jl54Definition of dynamical systems and integrators for DynamicalSystems.jl
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GpABC.jl54-
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HarmonicBalance.jl53A Julia package for solving nonlinear differential equations using the harmonic balance method.
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Survey.jl53Analysis of complex surveys
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ReversePropagation.jl52-
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CMBLensing.jl52The automatically differentiable and GPU-compatible toolkit for CMB analysis.
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ForwardDiff2.jl52-
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QuantumLab.jl52A workbench for Quantum Chemistry and Quantum Physics in Julia
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SeisNoise.jl52Ambient Noise Cross-Correlation in Julia
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ITensorTDVP.jl52Time dependent variational principle (TDVP) of MPS based on ITensors.jl.
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TORA.jl51Trajectory Optimization for Robot Arms
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EasyML.jl51A foolproof way of doing ML with GUI elements.
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GlobalSensitivity.jl51Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia
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Tracker.jl51Flux's ex AD
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ConstructiveGeometry.jl50Algorithms and syntax for building CSG objects within Julia.
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JosephsonCircuits.jl50Frequency domain, multi-tone harmonic balance, simulation of scattering parameters and noise in nonlinear circuits containing Josephson junctions.
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