Dependency Packages
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DSGE.jl864Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)
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DiffEqTutorials.jl713Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
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StatsPlots.jl437Statistical plotting recipes for Plots.jl
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Stan.jl211Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.
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TuringModels.jl163Implementations of the models from the Statistical Rethinking book with Turing.jl
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PairPlots.jl130Beautiful and flexible vizualizations of high dimensional data
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DiffEqBayes.jl121Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning
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TSML.jl112A package for time series data processing, classification, clustering, and prediction.
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ArviZ.jl106Exploratory analysis of Bayesian models with Julia
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Dynare.jl86A Julia rewrite of Dynare: solving, simulating and estimating DSGE models.
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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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SMM.jl79Simulated Method of Moments for Julia
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Impute.jl77Imputation methods for missing data in julia
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DTables.jl72Distributed table structures and data manipulation operations built on top of Dagger.jl
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TuringGLM.jl71Bayesian Generalized Linear models using `@formula` syntax.
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Econometrics.jl69Econometrics in Julia
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MCMCBenchmarks.jl37Comparing performance and results of mcmc options using Julia
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Diagonalizations.jl35Diagonalization procedures for Julia (PCA, Whitening, MCA, gMCA, CCA, gCCA, CSP, CSTP, AJD, mAJD)
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Imbalance.jl28A Julia toolbox with resampling methods to correct for class imbalance.
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DataConvenience.jl24Convenience functions missing in Julia
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MendelImpute.jl24OpenMendel package for haplotyping and imputation
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SpaceLiDAR.jl23A Julia package for working with ICESat-2 & GEDI data as part of my PhD research
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SimulatedNeuralMoments.jl22Package for Bayesian and classical estimation and inference based on statistics that are filtered through a trained neural net
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RegressionAndOtherStories.jl22Data and functions to support Julia projects based on the book "Regression and Other Stories" by Andrew Gelman, Jennifer Hill and Aki Vehtari.
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PortfolioAnalytics.jl21-
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PosteriorPlots.jl20Graphical tools for Bayesian inference and posterior predictive checks
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TidyStanza.jl20Attempting to implement some {tidyverse} APIs in Julia
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StanSample.jl18WIP: Wrapper package for the sample method in Stan's cmdstan executable.
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Nclusion.jl17Scalable nonparametric clustering with unified marker gene selection for single-cell RNA-seq data
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TMLE.jl16A pure Julia implementation of the Targeted Minimum Loss-based Estimation
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SimulationBasedInference.jl15A flexible toolkit for simulation based inference in Julia
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BiochemicalAlgorithms.jl13The Biochemical Algorithms Library in Julia
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DiscreteChoiceModels.jl13Discrete choice/random utility models in Julia
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NeuroAnalysis.jl12Neural Signal Analysis
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FlowAtlas.jl10An interactive explorer for flow cytometry data
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RigorousInvariantMeasures.jl8Package for the Rigorous Computation of Invariant Measures
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StanModels.jl7Stan versions of StatisticalRethinking models.
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TensorNetworkCodes.jl7TensorNetworkCodes is a Julia library developed to support the following research: https://arxiv.org/abs/2109.11996
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MCPhylo.jl7(Hierarchical) Phylogenetic Models in Julia
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Recombinase.jl7Split and recombine your data
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