# Topological Data Analysis: Mapper Algorithm

## Documentation for package ‘MapperAlgo’ version 1.1.0

- DESCRIPTION file.

## Help Pages

cluster_cutoff_at_first_empty_bin | Cut the hierarchical clustering tree to define clusters
cover_points | Cover points based on intervals and overlap
CPEmbedding | Conditional Probability Embedding for Mapper Nodes
find_best_k_for_kmeans | Find the optimal number of clusters for k-means
FuzzyMapperAlgo | Fuzzy Mapper Algorithm (Fixed Adjacency Calculation)
GMapperAlgo | G-Mapper Algorithm
GridSearch | GridSearch searched over a list of interval width and overlap, useful for visualizing the convergence of the Mapper.
MapperAlgo | Mapper Algorithm
MapperCorrelation | Visualizes the correlation between two Mapper colorings.
mapperEdges | Create Mapper Edges
MapperPlotter | Plot Mapper Result
mapperVertices | Create Mapper Vertices
perform_clustering | Perform clustering within a level set
recursive_gaussian_split | Helper function to recursively split data until it is Gaussian The function now takes geometric boundaries (a, b) instead of indices
save_mapper_png | GridSearch searched over a list of interval width and overlap, useful for visualizing the convergence of the Mapper.
simplcial_complex | Construct adjacency matrix of the simplicial complex
to_lsfi | Convert level set multi-index (lsmi) to flat index (lsfi)
to_lsmi | Convert level set flat index (lsfi) to multi-index (lsmi)