Dependency Packages
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Dynare.jl86A Julia rewrite of Dynare: solving, simulating and estimating DSGE models.
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StateSpaceRoutines.jl86Package implementing common state-space routines.
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OrbitalTrajectories.jl83OrbitalTrajectories.jl is a modern orbital trajectory design, optimisation, and analysis library for Julia, providing methods and tools for designing spacecraft orbits and transfers via high-performance simulations of astrodynamical models.
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OutlierDetection.jl79Fast, scalable and flexible Outlier Detection with Julia
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ClimaAtmos.jl79ClimaAtmos.jl is a library for building atmospheric circulation models that is designed from the outset to leverage data assimilation and machine learning tools. We welcome contributions!
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EasyModelAnalysis.jl79High level functions for analyzing the output of simulations
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GemmKernels.jl78Flexible and performant GEMM kernels in Julia
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AdvancedVI.jl78Implementation of variational Bayes inference algorithms
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PencilFFTs.jl77Fast Fourier transforms of MPI-distributed Julia arrays
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SolidStateDetectors.jl77Solid state detector field and charge drift simulation in Julia
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DeepQLearning.jl72Implementation of the Deep Q-learning algorithm to solve MDPs
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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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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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IonSim.jl71A simple tool for simulating trapped ion systems
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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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ODINN.jl68Global glacier model using Universal Differential Equations for climate-glacier interactions
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Turkie.jl68Turing + Makie = Turkie
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MLJTuning.jl67Hyperparameter optimization algorithms for use in the MLJ machine learning framework
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RoME.jl64Robot Motion Estimate: Tools, Variables, and Factors for SLAM in robotics; also see Caesar.jl.
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QuantumOpticsBase.jl64Base functionality library for QuantumOptics.jl
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ChainPlots.jl64Visualization for Flux.Chain neural networks
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OptimalControl.jl62Model and solve optimal control problems in Julia
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AtomicGraphNets.jl62Atomic graph models for molecules and crystals in Julia
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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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ExaPF.jl58A Power Flow Solver for GPUs in Julia
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Thermodynamics.jl58A package containing a library of moist thermodynamic relations.
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FluxMPI.jl56Distributed Data Parallel Training of Deep Neural Networks
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BioMakie.jl56Plotting and interface tools for biology.
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FoldsCUDA.jl56Data-parallelism on CUDA using Transducers.jl and for loops (FLoops.jl)
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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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ITensorNetworks.jl55A package with general tools for working with higher-dimensional tensor networks based on ITensor.
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Sophon.jl54Efficient, Accurate, and Streamlined Training of Physics-Informed Neural Networks
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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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Tracker.jl51Flux's ex AD
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EasyML.jl51A foolproof way of doing ML with GUI elements.
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