ClusterQuilting

This repository contains scripts for creating the results from "Cluster Quilting: Spectral Clustering for Patchwork Learning."

HomogeneousSNRPatchOrdering.R

Finds optimal homogeneous SNR patch ordering based on Algorithm 4.1

HeterogeneousSNRPatchOrdering.R

Finds optimal heterogeneous SNR patch ordering based on Algorithm S4.2

ClusterQuilting.R

Cluster quilting estimation algorithm.

MosaicPatchSim.R

Create simulated data with mosaic patch observation setting.

SeqPatchSim.R

Create simulated data with sequential patch observation setting.

CompMethods

Contains scripts for other comparison incomplete spectral clustering methods. Adapted from code provided by authors of those methods.

SpectralClustering.R

Code for spectral clustering after imputation with NN imputation.