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104 search results found

Awesome Quant ⭐ 3,302

中国的Quant相关资源索引

Mlj.jl ⭐ 1,690

A Julia machine learning framework

Distributions.jl ⭐ 1,050

A Julia package for probability distributions and associated functions.

Onlinestats.jl ⭐ 786

⚡ Single-pass algorithms for statistics

Statswithjuliabook ⭐ 760

Learn Julia The Hard Way ⭐ 739

Learn Julia the hard way!

Generalized linear models in Julia

Statsbase.jl ⭐ 559

Basic statistics for Julia

Geostats.jl ⭐ 472

An extensible framework for geospatial data science and geostatistical modeling fully written in Julia

Mixedmodels.jl ⭐ 390

A Julia package for fitting (statistical) mixed-effects models

Measuretheory.jl ⭐ 377

"Distributions" that might not add to one.

Multivariatestats.jl ⭐ 359

A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)

Hypothesistests.jl ⭐ 284

Hypothesis tests for Julia

Statespacemodels.jl ⭐ 249

StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.

Statsfuns.jl ⭐ 219

Mathematical functions related to statistics.

A Bayesian Analysis Toolkit in Julia

Kerneldensity.jl ⭐ 159

Kernel density estimators for Julia

Statskit.jl ⭐ 123

Convenience meta-package to load essential packages for statistics

Categoricalarrays.jl ⭐ 117

Arrays for working with categorical data (both nominal and ordinal)

Bootstrap.jl ⭐ 106

Statistical bootstrapping library for Julia

Tabletransforms.jl ⭐ 98

Transforms and pipelines with tabular data in Julia

Pairplots.jl ⭐ 93

Beautiful and flexible vizualizations of high dimensional data

Hmmbase.jl ⭐ 90

Hidden Markov Models for Julia.

Scientifictypes.jl ⭐ 82

An API for dispatching on the "scientific" type of data instead of the machine type

Freqtables.jl ⭐ 82

Frequency tables in Julia

Archmodels.jl ⭐ 81

A Julia package for estimating ARMA-GARCH models.

Statisticswithjuliaplutonotebooks.jl ⭐ 74

Pluto notebooks accompanying the book Statistics With Julia (https://statisticswithjulia.org).

Tilde.jl ⭐ 69

WIP successor to Soss.jl

Turkie.jl ⭐ 67

Turing + Makie = Turkie

Geospatial Data Science With Julia ⭐ 65

Geospatial Data Science with Julia

Survival.jl ⭐ 65

Survival analysis in Julia

Statistics.jl ⭐ 62

The Statistics stdlib that ships with Julia.

Compositional data analysis in Julia

Expectations.jl ⭐ 54

Expectation operators for Distributions.jl objects

Hiddenmarkovmodels.jl ⭐ 52

A Julia package for simulation, inference and learning of Hidden Markov Models.

Geostatstutorials ⭐ 47

GeoStats.jl tutorials

Survey.jl ⭐ 47

Analysis of complex surveys

Covarianceestimation.jl ⭐ 41

Lightweight robust covariance estimation in Julia

Streamstats.jl ⭐ 40

Compute statistics over data streams in pure Julia

Structuralequationmodels.jl ⭐ 40

A fast and flexible Structural Equation Modelling Framework

Multipletesting.jl ⭐ 36

The MultipleTesting package offers common algorithms for p-value adjustment and combination and more…

Cmdstan.jl ⭐ 32

CmdStan.jl v6 provides an alternative, older Julia wrapper to Stan's `cmdstan` executable. CmdStan will be deprecated in 2022.

Multikde.jl ⭐ 32

Multivariate kernel density estimation

Structuralcausalmodels.jl ⭐ 31

Initial look at directed acyclic graph (DAG) based causal models in regression.

Extremestats.jl ⭐ 30

Extreme value statistics in Julia

Readstattables.jl ⭐ 28

Read and write Stata, SAS and SPSS data files with Julia tables

Onlinestatsbase.jl ⭐ 27

Base types for OnlineStats.

Scoredrivenmodels.jl ⭐ 26

Score-driven models, aka generalized autoregressive score models, in Julia

Metida.jl ⭐ 24

Julia package for fitting mixed-effects models with flexible random/repeated covariance structure.

Mlplots.jl ⭐ 24

Plotting recipes for statistics and machine learning using Plots.jl

Mvnormalcdf.jl ⭐ 22

Quasi-Monte-Carlo numerical computation of multivariate normal probabilities

Marswitching.jl ⭐ 21

MarSwitching.jl: Julia package for Markov switching dynamic models

Simulatedneuralmoments.jl ⭐ 21

package for Bayesian and classical estimation and inference based on statistics that are filtered through a trained neural net

Experimentaldesign.jl ⭐ 20

Design of Experiments in Julia

Jackknife.jl ⭐ 20

Jackknife resampling and estimation in Julia

Unrollingaverages.jl ⭐ 20

A Julia package to deconvolve ("unroll") moving averages of time series to get the original ones back.

Augur.jl ⭐ 20

Simulations, statistics and plots for Augur consensus.

Julia Data Science ⭐ 20

Data science and numerical computing with Julia

Mcmcdiagnostictools.jl ⭐ 19

Tally.jl ⭐ 18

Counting things in julia

Binninganalysis.jl ⭐ 18

Statistical standard error estimation tools for correlated data

Mixedmodelssim.jl ⭐ 17

Simulation tools for Mixed Models

Profilelikelihood.jl ⭐ 17

Methods for profile likelihood analysis.

Statsapi.jl ⭐ 16

A statistics-focused namespace for packages to share functions

Poweranalyses.jl ⭐ 16

Statistical power analyses in Julia

Correctmatch.jl ⭐ 16

Source code for https://nature.com/articles/s41467-019-10933-3

Fit, evaluate, and visualise generalised additive models (GAMs) in native Julia

Mathepideeplearning ⭐ 15

Awesome-spatial-temporal-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included. Keep updating.

Ekr Simplex Problem Calculator ⭐ 13

simplex problem calculator

Jointmoments.jl ⭐ 13

Tensors and statistics for joint central moments.

Calibrationerrors.jl ⭐ 13

Estimation of calibration errors.

Linearregression.jl ⭐ 12

Linear Regression for Julia

Jellyme4.jl ⭐ 12

RCall support for MixedModels.jl and lme4

Empiricaldistributions.jl ⭐ 11

Empirical probability distributions in Julia

Sweepoperator.jl ⭐ 11

Symmetric Sweep Operator

Alistair.jl ⭐ 11

A minimal regression library for Julia

Statistics ⭐ 10

A Crystal shard to perform descriptive statistics and sampling on popular distributions

Numericalalgorithms.jl ⭐ 10

[DEPRECATED] Statistics & Numerical algorithms implemented in Julia.

Variography.jl ⭐ 10

Variography for the GeoStats.jl framework

Neuralnetsforindirectinference.jl ⭐ 9

Julia code for indirect inference using statistics filtered by neural net

Weightedonlinestats.jl ⭐ 9

Weighted version of OnlineStats.jl

Neuralestimators.jl ⭐ 9

Julia package for neural estimation

a package for missing data handling via multiple imputation by chained equations in Julia. It is heavily based on the R package {mice} by Stef van Buuren, Karin Groothuis-Oudshoorn and collaborators.

Julia Theosysbio ⭐ 8

Litehf.jl ⭐ 8

Light-weight HistFactory in pure Julia, attempts to be compatible with `pyhf` json format

Reinforcement Learning Sutton Barto Exercise Solutions ⭐ 8

Chapter notes and exercise solutions for Reinforcement Learning: An Introduction by Sutton and Barto

Truncatednormal.jl ⭐ 8

Compute mean and variance of the univariate truncated normal distribution (works far from the peak).

Metric Gaussian Variational Inference

Interpolatedpdfs.jl ⭐ 7

Simple extension to Distributions.jl to incorporate interpolated PDFs

Discriminantanalysis.jl ⭐ 7

Regularized discriminant analysis in Julia.

Landaudistribution.jl ⭐ 7

Extending `Distributions.jl` to include Landau Distribution based on CERN ROOT's implementation.

Normalizequantiles.jl ⭐ 7

NormalizeQuantiles.jl implements quantile normalization

Associativewindowaggregation.jl ⭐ 6

Aggregation of associative operators over rolling windows.

Proportionalfitting.jl ⭐ 6

Multidimensional iterative proportional fitting in Julia

Betaregression.jl ⭐ 6

Regression models for beta distributed responses in Julia

Discreet.jl ⭐ 6

A Julia package to estimate discrete entropy and mutual information

Mestimation.jl ⭐ 6

Methods for M-estimation of statistical models

Confidencebands.jl ⭐ 5

Confidence bands for simultaneous statistical inference

indirect likelihood using simulated neural moments

Thorindistributions.jl ⭐ 5

A Julia package that implements tools to work with and around multivariate generalized gamma convolutions.

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