Dependency Packages
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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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Sophon.jl54Efficient, Accurate, and Streamlined Training of Physics-Informed Neural Networks
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ComplexityMeasures.jl54Estimators for probabilities, entropies, and other complexity measures derived from data in the context of nonlinear dynamics and complex systems
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GpABC.jl54-
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BEAST.jl54Boundary Element Analysis and Simulation Toolkit
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DynamicalSystemsBase.jl54Definition of dynamical systems and integrators for DynamicalSystems.jl
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MeshViz.jl54Makie.jl recipes for visualization of Meshes.jl
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CovarianceMatrices.jl53Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation for Julia.
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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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DataArrays.jl53DEPRECATED: Data structures that allow missing values
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Survey.jl53Analysis of complex surveys
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ReversePropagation.jl52-
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POMCPOW.jl52Online solver based on Monte Carlo tree search for POMDPs with continuous state, action, and observation spaces.
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ITensorTDVP.jl52Time dependent variational principle (TDVP) of MPS based on ITensors.jl.
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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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ApproxBayes.jl52Approximate Bayesian Computation (ABC) algorithms for likelihood free inference in julia
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CMBLensing.jl52The automatically differentiable and GPU-compatible toolkit for CMB analysis.
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GlobalSensitivity.jl51Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia
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GeoArrays.jl51Simple geographical raster interaction built on top of ArchGDAL, GDAL and CoordinateTransformations
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TORA.jl51Trajectory Optimization for Robot Arms
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TypeDBClient.jl51A client interface to read from and write to the TypeDB Knowledge Graph
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EasyML.jl51A foolproof way of doing ML with GUI elements.
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Healpix.jl51Healpix library written in Julia
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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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PorousMaterials.jl50Julia package towards classical molecular modeling of nanoporous materials
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DaggerGPU.jl50GPU integrations for Dagger.jl
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Pickle.jl50An experimental package for loading and saving object in Python Pickle format.
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Preconditioners.jl50A few preconditioners for iterative solvers.
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MakieLayout.jl50Layouting for Makie.jl
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CSVFiles.jl50FileIO.jl integration for CSV files
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ParallelKMeans.jl50Parallel & lightning fast implementation of available classic and contemporary variants of the KMeans clustering algorithm
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MinimallyDisruptiveCurves.jl49Finds relationships between the parameters of a mathematical model
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SpectralClustering.jl49Spectral clustering algorithms written in Julia
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DeepEquilibriumNetworks.jl49Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.
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StateSpaceEcon.jl49-
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SymbolicControlSystems.jl49C-code generation and an interface between ControlSystems.jl and SymPy.jl
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LogicCircuits.jl49Logic Circuits from the Juice library
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