https://github.com/tomicapretto/shiny-hmc
A Shiny app to help people learn (and play with) Hamiltonian Monte Carlo
https://github.com/tomicapretto/shiny-hmc
bayesian-statistics hmc mcmc
Last synced: 3 months ago
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A Shiny app to help people learn (and play with) Hamiltonian Monte Carlo
- Host: GitHub
- URL: https://github.com/tomicapretto/shiny-hmc
- Owner: tomicapretto
- License: apache-2.0
- Created: 2024-04-10T23:36:21.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-02-08T22:32:14.000Z (5 months ago)
- Last Synced: 2025-03-27T11:37:56.194Z (4 months ago)
- Topics: bayesian-statistics, hmc, mcmc
- Language: R
- Homepage:
- Size: 1.64 MB
- Stars: 11
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE.md
Awesome Lists containing this project
README
# ShinyHMC
An interactive Shiny app to learn about Hamiltonian Monte Carlo sampling.
This is still a work in progress.
I do have a couple of ideas to try and I would like to document everything a bit more.
Suggestions are more than welcomed :)
## Installation
Install this package from [GitHub](https://github.com/) with:
```r
# install.packages("devtools")
devtools::install_github("tomicapretto/shiny-hmc")
```
## Run application
The function `run_app()` fires up the application. Just do
``` r
shinyhmc::run_app()
```
and have fun!
## How it looks
[recording.webm](https://github.com/user-attachments/assets/ab71ed64-7747-4f64-99e6-09c0a81d3d8a)