StatisticalRethinkingJulia / TuringModels.jlLinks
Implementations of the models from the Statistical Rethinking book with Turing.jl
☆164Updated 2 months ago
Alternatives and similar repositories for TuringModels.jl
Users that are interested in TuringModels.jl are comparing it to the libraries listed below
Sorting:
- StatisticalRethinking notebook project using Turing and Pluto notebooks (derived from Max Lapan's Jupyter project)☆98Updated last year
- Port of Statistical Rethinking (2nd edition) code to Julia☆136Updated 3 years ago
- Probabilistic programming via source rewriting☆421Updated last year
- Bayesian Statistics using Julia and Turing☆175Updated last year
- Julia package with selected functions in the R package `rethinking`. Used in the SR2... projects.☆388Updated 3 weeks ago
- Causal inference, graphical models and structure learning in Julia☆210Updated last month
- Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.☆220Updated 2 weeks ago
- Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.☆252Updated last month
- Documentation and tutorials for the Turing language☆236Updated this week
- Specifying, fitting, and evaluating statistical models in Julia☆253Updated 2 weeks ago
- A Julia package for fitting (statistical) mixed-effects models☆437Updated 2 weeks ago
- "Distributions" that might not add to one.☆400Updated 9 months ago
- Probabilistic Programming with Gaussian processes in Julia☆346Updated 10 months ago
- Exploratory analysis of Bayesian models with Julia☆110Updated this week
- Various implementations of the classical SIR model in Julia☆213Updated 2 months ago
- Hypothesis tests for Julia☆313Updated 2 months ago
- Bayesian Networks for Julia☆229Updated last month
- Tutorials on Julia topics☆198Updated 5 years ago
- A Julia package for Gaussian Processes☆319Updated 3 weeks ago
- Types and utility functions for summarizing Markov chain Monte Carlo simulations☆278Updated last week
- Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform…☆125Updated 3 weeks ago
- Lasso/Elastic Net linear and generalized linear models☆146Updated last month
- Boosted trees in Julia☆197Updated 2 weeks ago
- StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.☆285Updated this week
- Convenience meta-package to load essential packages for statistics☆142Updated 3 years ago
- Bayesian Generalized Linear models using `@formula` syntax.☆76Updated last week
- Kernel density estimators for Julia☆198Updated 2 weeks ago
- Statistical bootstrapping library for Julia☆114Updated 2 years ago
- 3 Hour Workshop for JuliaCon 2021☆69Updated 4 years ago
- Pluto notebooks accompanying the book Statistics With Julia (https://statisticswithjulia.org).☆82Updated 2 years ago