Dependency Packages
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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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Pigeons.jl82Sampling from intractable distributions, with support for distributed and parallel methods
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TopicModelsVB.jl81A Julia package for variational Bayesian topic modeling.
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EnsembleKalmanProcesses.jl80Implements Optimization and approximate uncertainty quantification algorithms, Ensemble Kalman Inversion, and Ensemble Kalman Processes.
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MLJModels.jl80Home of the MLJ model registry and tools for model queries and mode code loading
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OutlierDetection.jl79Fast, scalable and flexible Outlier Detection with Julia
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SMM.jl79Simulated Method of Moments for Julia
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EasyModelAnalysis.jl79High level functions for analyzing the output of simulations
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AdvancedVI.jl78Implementation of variational Bayes inference algorithms
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ParameterizedFunctions.jl77A simple domain-specific language (DSL) for defining differential equations for use in scientific machine learning (SciML) and other applications
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SemanticModels.jl77A julia package for representing and manipulating model semantics
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SolidStateDetectors.jl77Solid state detector field and charge drift simulation in Julia
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GeneticsMakie.jl77🧬High-performance genetics- and genomics-related data visualization using Makie.jl
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Tilde.jl75WIP successor to Soss.jl
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Kalman.jl75Flexible filtering and smoothing in Julia
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Pathfinder.jl75Preheat your MCMC
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StochasticPrograms.jl75Julia package for formulating and analyzing stochastic recourse models.
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Modia3D.jl74Modeling and Simulation of 3D systems
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MultiScaleArrays.jl73A framework for developing multi-scale arrays for use in scientific machine learning (SciML) simulations
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MCTS.jl73Monte Carlo Tree Search for Markov decision processes using the POMDPs.jl framework
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Survival.jl73Survival analysis in Julia
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Pathogen.jl72Simulation, visualization, and inference of individual level infectious disease models with Julia
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DTables.jl72Distributed table structures and data manipulation operations built on top of Dagger.jl
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OpenQuantumTools.jl72Julia toolkit for open quantum system simulation.
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IncrementalInference.jl72Clique recycling non-Gaussian (multi-modal) factor graph solver; also see Caesar.jl.
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DeepQLearning.jl72Implementation of the Deep Q-learning algorithm to solve MDPs
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ReactionMechanismSimulator.jl72The amazing Reaction Mechanism Simulator for simulating large chemical kinetic mechanisms
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IonSim.jl71A simple tool for simulating trapped ion systems
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FlashWeave.jl71Inference of microbial interaction networks from large-scale heterogeneous abundance data
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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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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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SMC.jl70Sequential Monte Carlo algorithm for approximation of posterior distributions.
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Econometrics.jl69Econometrics in Julia
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EcologicalNetworks.jl68Everything you've never dreamed about measuring on ecological networks.
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Turkie.jl68Turing + Makie = Turkie
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ODINN.jl68Global glacier model using Universal Differential Equations for climate-glacier interactions
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Boltzmann.jl68Restricted Boltzmann Machines in Julia
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TaylorDiff.jl68Taylor-mode automatic differentiation for higher-order derivatives
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MLJTuning.jl67Hyperparameter optimization algorithms for use in the MLJ machine learning framework
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