TDA-package |
Statistical Tools for Topological Data Analysis |
alphaComplexDiag |
Alpha Complex Persistence Diagram |
alphaComplexFiltration |
Alpha Complex Filtration |
alphaShapeDiag |
Persistence Diagram of Alpha Shape in 3d |
alphaShapeFiltration |
Alpha Shape Filtration in 3d |
bootstrapBand |
Bootstrap Confidence Band |
bootstrapDiagram |
Bootstrapped Confidence Set for a Persistence Diagram, using the Bottleneck Distance (or the Wasserstein distance). |
bottleneck |
Bottleneck distance between two persistence diagrams |
circleUnif |
Uniform Sample From The Circle |
clusterTree |
Density clustering: the cluster tree |
distFct |
Distance function |
dtm |
Distance to Measure Function |
filtrationDiag |
Persistence Diagram of Filtration |
funFiltration |
Filtration from function values |
gridDiag |
Persistence Diagram of a function over a Grid |
gridFiltration |
Persistence Diagram of a function over a Grid |
hausdInterval |
Subsampling Confidence Interval for the Hausdorff Distance between a Manifold and a Sample |
kde |
Kernel Density Estimator over a Grid of Points |
kernelDist |
Kernel distance over a Grid of Points |
knnDE |
k Nearest Neighbors Density Estimator over a Grid of Points |
landscape |
The Persistence Landscape Function |
maxPersistence |
Maximal Persistence Method |
multipBootstrap |
Multiplier Bootstrap for Persistence Landscapes and Silhouettes |
plot.clusterTree |
Plots the Cluster Tree |
plot.diagram |
Plot the Persistence Diagram |
plot.maxPersistence |
Summary plot for the maxPersistence function |
print.clusterTree |
Density clustering: the cluster tree |
print.diagram |
'print' and 'summary' for 'diagram' |
print.maxPersistence |
Maximal Persistence Method |
print.summary.diagram |
'print' and 'summary' for 'diagram' |
print.summary.maxPersistence |
Maximal Persistence Method |
ripsDiag |
Rips Persistence Diagram |
ripsFiltration |
Rips Filtration |
silhouette |
The Persistence Silhouette Function |
sphereUnif |
Uniform Sample From The Sphere S^d |
summary.diagram |
'print' and 'summary' for 'diagram' |
summary.maxPersistence |
Maximal Persistence Method |
TDA |
Statistical Tools for Topological Data Analysis |
torusUnif |
Uniform Sample From The 3D Torus |
wasserstein |
Wasserstein distance between two persistence diagrams |