A 'recipes' Extension for Persistent Homology and Its Vectorizations

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Documentation for package ‘tdarec’ version 0.1.0

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B G H I L M N P S T V W

tdarec-package A _recipes_ and _dials_ Extension for Persistent Homology

-- B --

bandwidth Tune Vectorizations of Persistent Homology
birth_range Summarize topological data
birth_range.data.frame Summarize topological data
birth_range.default Summarize topological data
birth_range.diagram Summarize topological data
birth_range.matrix Summarize topological data
birth_range.persistence Summarize topological data
birth_range.PHom Summarize topological data
blur Gaussian blur of an array
blur_sigmas Standard deviation of Gaussian blur

-- G --

get_blur_range (Maximum) topological dimension or homological degree
get_hom_range (Maximum) topological dimension or homological degree
get_pairs_max Finalizers for persistent homology vectorizations
get_pers_max_frac Finalizers for persistent homology vectorizations
get_pers_min_mult Finalizers for persistent homology vectorizations

-- H --

hom_degree (Maximum) topological dimension or homological degree

-- I --

img_sigma Tune Vectorizations of Persistent Homology

-- L --

life_support Summarize topological data
life_support.data.frame Summarize topological data
life_support.default Summarize topological data
life_support.diagram Summarize topological data
life_support.matrix Summarize topological data
life_support.persistence Summarize topological data
life_support.PHom Summarize topological data

-- M --

max_hom_degree (Maximum) topological dimension or homological degree
mnist MNIST handwritten digits
mnist_test MNIST handwritten digits
mnist_train MNIST handwritten digits

-- N --

num_bars Tune Vectorizations of Persistent Homology
num_bins Tune Vectorizations of Persistent Homology
num_coef Tune Vectorizations of Persistent Homology
num_levels Tune Vectorizations of Persistent Homology

-- P --

pairs_max Summarize topological data
pairs_max.data.frame Summarize topological data
pairs_max.default Summarize topological data
pairs_max.diagram Summarize topological data
pairs_max.matrix Summarize topological data
pairs_max.persistence Summarize topological data
pairs_max.PHom Summarize topological data
pairs_min Summarize topological data
pairs_min.data.frame Summarize topological data
pairs_min.default Summarize topological data
pairs_min.diagram Summarize topological data
pairs_min.matrix Summarize topological data
pairs_min.persistence Summarize topological data
pairs_min.PHom Summarize topological data
pers_max Summarize topological data
pers_max.data.frame Summarize topological data
pers_max.default Summarize topological data
pers_max.diagram Summarize topological data
pers_max.matrix Summarize topological data
pers_max.persistence Summarize topological data
pers_max.PHom Summarize topological data
pers_min Summarize topological data
pers_min.data.frame Summarize topological data
pers_min.default Summarize topological data
pers_min.diagram Summarize topological data
pers_min.matrix Summarize topological data
pers_min.persistence Summarize topological data
pers_min.PHom Summarize topological data
pers_range Summarize topological data
pers_range.data.frame Summarize topological data
pers_range.default Summarize topological data
pers_range.diagram Summarize topological data
pers_range.matrix Summarize topological data
pers_range.persistence Summarize topological data
pers_range.PHom Summarize topological data
ph_dim Summarize topological data
ph_dim.array Summarize topological data
ph_dim.data.frame Summarize topological data
ph_dim.default Summarize topological data
ph_dim.dist Summarize topological data
ph_dim.matrix Summarize topological data
ph_dim.ts Summarize topological data
poly_type Tune Vectorizations of Persistent Homology

-- S --

step_blur Blur raster data
step_pd_degree Separate persistent pairs by homological degree
step_pd_point_cloud Persistent homology of point clouds
step_pd_raster Persistent homology of raster data (images)
step_vpd_algebraic_functions Algebraic Functions Vectorization of Persistent Homology
step_vpd_betti_curve Betti Curve Vectorization of Persistent Homology
step_vpd_complex_polynomial Complex Polynomial Vectorization of Persistent Homology
step_vpd_descriptive_statistics Descriptive Statistics Vectorization of Persistent Homology
step_vpd_euler_characteristic_curve Euler Characteristic Curve Vectorization of Persistent Homology
step_vpd_normalized_life_curve Normalized Life Curve Vectorization of Persistent Homology
step_vpd_persistence_block Persistence Block Vectorization of Persistent Homology
step_vpd_persistence_image Persistence Image Vectorization of Persistent Homology
step_vpd_persistence_landscape Persistence Landscape Vectorization of Persistent Homology
step_vpd_persistence_silhouette Persistence Silhouette Vectorization of Persistent Homology
step_vpd_persistent_entropy_summary Persistent Entropy Summary Vectorization of Persistent Homology
step_vpd_tent_template_functions Tent Template Functions Vectorization of Persistent Homology
step_vpd_tropical_coordinates Tropical Coordinates Vectorization of Persistent Homology

-- T --

tdarec A _recipes_ and _dials_ Extension for Persistent Homology
tent_shift Tune Vectorizations of Persistent Homology
tidy.step_blur Blur raster data
tidy.step_pd_degree Separate persistent pairs by homological degree
tidy.step_pd_point_cloud Persistent homology of point clouds
tidy.step_pd_raster Persistent homology of raster data (images)
tidy.step_vpd_algebraic_functions Algebraic Functions Vectorization of Persistent Homology
tidy.step_vpd_betti_curve Betti Curve Vectorization of Persistent Homology
tidy.step_vpd_complex_polynomial Complex Polynomial Vectorization of Persistent Homology
tidy.step_vpd_descriptive_statistics Descriptive Statistics Vectorization of Persistent Homology
tidy.step_vpd_euler_characteristic_curve Euler Characteristic Curve Vectorization of Persistent Homology
tidy.step_vpd_normalized_life_curve Normalized Life Curve Vectorization of Persistent Homology
tidy.step_vpd_persistence_block Persistence Block Vectorization of Persistent Homology
tidy.step_vpd_persistence_image Persistence Image Vectorization of Persistent Homology
tidy.step_vpd_persistence_landscape Persistence Landscape Vectorization of Persistent Homology
tidy.step_vpd_persistence_silhouette Persistence Silhouette Vectorization of Persistent Homology
tidy.step_vpd_persistent_entropy_summary Persistent Entropy Summary Vectorization of Persistent Homology
tidy.step_vpd_tent_template_functions Tent Template Functions Vectorization of Persistent Homology
tidy.step_vpd_tropical_coordinates Tropical Coordinates Vectorization of Persistent Homology

-- V --

vpd-dials Tune Vectorizations of Persistent Homology
vpd-finalizers Finalizers for persistent homology vectorizations
vpd-summarizers Summarize topological data

-- W --

weight_func_pl Tune Vectorizations of Persistent Homology
weight_power Tune Vectorizations of Persistent Homology