Dependency Packages
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AtomicGraphNets.jl62Atomic graph models for molecules and crystals in Julia
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JutulDarcy.jl62Darcy flow and reservoir simulator based on Jutul.jl
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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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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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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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ExaPF.jl58A Power Flow Solver for GPUs in Julia
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Omniscape.jl58Functions to compute omnidirectional landscape connectivity using circuit theory and the Omniscape algorithm.
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Luna.jl58Nonlinear optical pulse propagator
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FluxMPI.jl56Distributed Data Parallel Training of Deep Neural Networks
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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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DynamicalSystemsBase.jl54Definition of dynamical systems and integrators for DynamicalSystems.jl
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StrideArrays.jl54Library supporting the ArrayInterface.jl strided array interface.
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Sophon.jl54Efficient, Accurate, and Streamlined Training of Physics-Informed Neural Networks
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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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CMBLensing.jl52The automatically differentiable and GPU-compatible toolkit for CMB analysis.
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EasyML.jl51A foolproof way of doing ML with GUI elements.
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BSplineKit.jl51A collection of B-spline tools in Julia
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TORA.jl51Trajectory Optimization for Robot Arms
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Preconditioners.jl50A few preconditioners for iterative solvers.
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SymbolicControlSystems.jl49C-code generation and an interface between ControlSystems.jl and SymPy.jl
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DeepEquilibriumNetworks.jl49Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.
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MinimallyDisruptiveCurves.jl49Finds relationships between the parameters of a mathematical model
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LogicCircuits.jl49Logic Circuits from the Juice library
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PlmDCA.jl48Pseudo Likelihood Maximization for protein in Julia
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DiffEqPhysics.jl48A library for building differential equations arising from physical problems for physics-informed and scientific machine learning (SciML)
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Neuroimaging.jl48Neuroimaging in Julia
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MakieGallery.jl47Documentation and Example Gallery for Makie
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NeuralAttentionlib.jl47Reusable functionality for defining custom attention/transformer layers.
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ImageSegmentation.jl47Partitioning images into meaningful regions
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DifferentiableStateSpaceModels.jl46-
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Unfold.jl46Neuroimaging (EEG, fMRI, pupil ...) regression analysis in Julia
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Decapodes.jl46A framework for composing and simulating multiphysics systems
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SpectralDistances.jl46Measure the distance between two spectra/signals using optimal transport and related metrics
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DiffEqDevTools.jl46Benchmarking, testing, and development tools for differential equations and scientific machine learning (SciML)
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ClimaTimeSteppers.jl46A CPU- and GPU-friendly package for solving ordinary differential equations
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NaNStatistics.jl46Fast summary statistics, histograms, and binning – ignoring NaNs
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