Probability-Statistics Packages
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PSIS.jl0Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Julia
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FLSA.jl0-
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PerronFrobenius.jl2Estimating the transfer operator (Perron Frobenius operator) and invariant measures from time series.
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SmoothingKernels.jl2Smoothing kernels for use in kernel regression and kernel density estimation
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RecombinatorKMeans.jl2Implementation of recombinator-k-means
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GeneralizedSampling.jl3Generalized Sampling in Julia
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BayesEstDiffusion.jl3Code accompanying the paper Frank van der Meulen, Moritz Schauer: Bayesian estimation of discretely observed multi-dimensional diffusion processes using guided proposals
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GslibIO.jl3Utilities to read/write extended GSLIB files in Julia
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DCCA.jl5Julia module for Detrended Cross-Correlation Analysis.
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LPVSpectral.jl7Least-squares (sparse) spectral estimation and (sparse) LPV spectral decomposition.
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GeoStatsImages.jl7Training images for geostastical simulation
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POMDPToolbox.jl9Support tools for solving POMDPs
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Isotonic.jl10-
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RobustStats.jl11A collection of robust statistical tests in Julia
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Jags.jl11Julia package for using Jags as an external program
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ParallelSparseRegression.jl11-
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CoDa.jl12Compositional data analysis in Julia
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Jackknife.jl15Jackknife resampling and estimation in Julia
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LARS.jl16Least angle regression and the lasso covariance test
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CauseMap.jl16Causal inference in non-linear dynamics systems
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BasisFunctionExpansions.jl16Basis Function Expansions for Julia
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StableDQMC.jl18Numerical stabilization routines for determinant quantum Monte Carlo
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ExtremeStats.jl19Extreme value statistics in Julia
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DependentBootstrap.jl21Statistical bootstrap procedures for time-series data
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KernelEstimator.jl23The julia package for nonparametric density estimate and regression
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BayesianDataFusion.jl24Bayesian multi-tensor factorization methods, with side information
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BayesianNonparametrics.jl27BayesianNonparametrics in julia
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NonNegLeastSquares.jl28Some nonnegative least squares solvers in Julia
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QuantileRegressions.jl29Quantile regression in Julia
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SparseRegression.jl32Statistical Models with Regularization in Pure Julia
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CurveFit.jl44Simple least squares and curve fitting functions
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AverageShiftedHistograms.jl45⚡ Lightning fast density estimation in Julia ⚡
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HMMBase.jl45Hidden Markov Models for Julia.
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ManifoldLearning.jl58A Julia package for manifold learning and nonlinear dimensionality reduction
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GaussianMixtures.jl59Large scale Gaussian Mixture Models
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Regression.jl60Algorithms for regression analysis (e.g. linear regression and logistic regression)
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ControlSystemIdentification.jl65System Identification toolbox for LTI systems, compatible with ControlSystems.jl
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Bootstrap.jl70Statistical bootstrapping library for Julia
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Temporal.jl80Time series implementation for the Julia language focused on efficiency and flexibility
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Omega.jl86Causal, Higher-Order, Probabilistic Programming
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