# High Dimensional Analysis in Linked Spaces

## Documentation for package ‘pandemonium’ version 1.0.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

Bikes | Bike sharing data with model information
chi2Score | Chi-squared scores function
getBenchmarkInformation | Compute cluster information
getClusterDists | Compute cluster distance summaries
getDists | Compute distances between all points
makePlots | Generate a specified plot outside the GUI
makeResults | Generate Results for makePlots
normCoords | Scaled coordinates
outsideScore | Using externally computed score values
pandemonium | Shiny app for exploring clustering solutions
pullCoords | Chi-Squared Loss Function Coordinates
pullCoordsNoCov | Generic Loss Function Coordinates
rawCoords | Raw coordinates
tSNE | t-Distributed Stochastic Neighbor Embedding
umap | Uniform Manifold Approximation and Projection Embedding
userCoords | User defined coordinate function
writeResults | Write coordinates and cluster assignment to a CSV file