The 2D Random Walk is a web-based application that allows for the exploration of random walks. The application is built with R Shiny and deployed using shinylive. Check out the live application at https://shiny.thecoatlessprofessor.com/2d-random-walk/
With the shiny app, you can:
- Specify the type of walk: Cardinal, Diagonal, or Normal;
- Adjust the step size;
- Manually take one step;
- Automatically take steps;
- Visualize the trajectory of the walk; and
- See statistics about the walk.
This application is deployed using shinylive, allowing it to run directly in the browser without requiring an R server. Shinylive converts the R code to WebAssembly, making it possible to run R applications entirely client-side.
- Clone the repository:
git clone https://github.com/coatless-shiny/2d-random-walk.git
-
Open the
central-limit-theorem.Rproj
-
Install required R packages:
install.packages(c("shiny", "ggplot2", "bslib", "bsicons", "shinylive"))
- Run the application:
shiny::runApp()
- Check if the application can be converted to
{shinylive}
:
shinylive::export(".", "_site")
- Built using the R Shiny framework
- Uses the bslib package for Bootstrap 5 theming
- Deployed using shinylive for browser-based execution