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TDA
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Version
1.9.1
1.9
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1.8.2
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Install
install.packages('TDA')
Monthly Downloads
593
Version
1.9.1
License
GPL-3
Maintainer
Jisu Kim
Last Published
January 24th, 2024
Functions in TDA (1.9.1)
Search functions
alphaComplexFiltration
Alpha Complex Filtration
filtrationDiag
Persistence Diagram of Filtration
dtm
Distance to Measure Function
circleUnif
Uniform Sample From The Circle
distFct
Distance function
clusterTree
Density clustering: the cluster tree
bottleneck
Bottleneck distance between two persistence diagrams
funFiltration
Filtration from function values
gridDiag
Persistence Diagram of a function over a Grid
summary.diagram
print
and
summary
for
diagram
TDA-internal
Internal TDA functions
ripsDiag
Rips Persistence Diagram
plot.clusterTree
Plots the Cluster Tree
TDA-package
Statistical Tools for Topological Data Analysis
bootstrapDiagram
Bootstrapped Confidence Set for a Persistence Diagram, using the Bottleneck Distance (or the Wasserstein distance).
torusUnif
Uniform Sample From The 3D Torus
plot.maxPersistence
Summary plot for the maxPersistence function
sphereUnif
Uniform Sample From The Sphere \(S^d\)
maxPersistence
Maximal Persistence Method
bootstrapBand
Bootstrap Confidence Band
wasserstein
Wasserstein distance between two persistence diagrams
kde
Kernel Density Estimator over a Grid of Points
plot.diagram
Plot the Persistence Diagram
gridFiltration
Persistence Diagram of a function over a Grid
hausdInterval
Subsampling Confidence Interval for the Hausdorff Distance between a Manifold and a Sample
multipBootstrap
Multiplier Bootstrap for Persistence Landscapes and Silhouettes
silhouette
The Persistence Silhouette Function
ripsFiltration
Rips Filtration
kernelDist
Kernel distance over a Grid of Points
knnDE
k Nearest Neighbors Density Estimator over a Grid of Points
landscape
The Persistence Landscape Function
alphaShapeDiag
Persistence Diagram of Alpha Shape in 3d
alphaShapeFiltration
Alpha Shape Filtration in 3d
alphaComplexDiag
Alpha Complex Persistence Diagram