R: Similarity and Distance Quantification Between Probability Functions

# Similarity and Distance Quantification Between Probability Functions

## Documentation for package ‘philentropy’ version 0.6.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

additive_symm_chi_sq | Additive symmetric chi-squared distance (lowlevel function)
avg | AVG distance (lowlevel function)
bhattacharyya | Bhattacharyya distance (lowlevel function)
binned.kernel.est | Kernel Density Estimation
canberra | Canberra distance (lowlevel function)
CE | Shannon's Conditional-Entropy H(X | Y)
chebyshev | Chebyshev distance (lowlevel function)
clark_sq | Clark squared distance (lowlevel function)
cosine_dist | Cosine distance (lowlevel function)
czekanowski | Czekanowski distance (lowlevel function)
dice_dist | Dice distance (lowlevel function)
dist.diversity | Distance Diversity between Probability Density Functions
distance | Distances and Similarities between Probability Density Functions
dist_many_many | Distances and Similarities between Many Probability Density Functions
dist_one_many | Distances and Similarities between One and Many Probability Density Functions
dist_one_one | Distances and Similarities between Two Probability Density Functions
divergence_sq | Divergence squared distance (lowlevel function)
estimate.probability | Estimate Probability Vectors From Count Vectors
euclidean | Euclidean distance (lowlevel function)
fidelity | Fidelity distance (lowlevel function)
getDistMethods | Get method names for 'distance'
gJSD | Generalized Jensen-Shannon Divergence
gower | Gower distance (lowlevel function)
H | Shannon's Entropy H(X)
harmonic_mean_dist | Harmonic mean distance (lowlevel function)
hellinger | Hellinger distance (lowlevel function)
inner_product | Inner product distance (lowlevel function)
intersection_dist | Intersection distance (lowlevel function)
jaccard | Jaccard distance (lowlevel function)
JE | Shannon's Joint-Entropy H(X,Y)
jeffreys | Jeffreys distance (lowlevel function)
jensen_difference | Jensen difference (lowlevel function)
jensen_shannon | Jensen-Shannon distance (lowlevel function)
JSD | Jensen-Shannon Divergence
KL | Kullback-Leibler Divergence
kulczynski_d | Kulczynski_d distance (lowlevel function)
kullback_leibler_distance | kullback-Leibler distance (lowlevel function)
kumar_hassebrook | Kumar hassebrook distance (lowlevel function)
kumar_johnson | Kumar-Johnson distance (lowlevel function)
k_divergence | K-Divergence (lowlevel function)
lin.cor | Linear Correlation
lorentzian | Lorentzian distance (lowlevel function)
manhattan | Manhattan distance (lowlevel function)
matusita | Matusita distance (lowlevel function)
MI | Shannon's Mutual Information I(X,Y)
minkowski | Minkowski distance (lowlevel function)
motyka | Motyka distance (lowlevel function)
neyman_chi_sq | Neyman chi-squared distance (lowlevel function)
pearson_chi_sq | Pearson chi-squared distance (lowlevel function)
prob_symm_chi_sq | Probability symmetric chi-squared distance (lowlevel function)
ruzicka | Ruzicka distance (lowlevel function)
soergel | Soergel distance (lowlevel function)
sorensen | Sorensen distance (lowlevel function)
squared_chi_sq | Squared chi-squared distance (lowlevel function)
squared_chord | Squared chord distance (lowlevel function)
squared_euclidean | Squared euclidean distance (lowlevel function)
taneja | Taneja difference (lowlevel function)
tanimoto | Tanimoto distance (lowlevel function)
topsoe | Topsoe distance (lowlevel function)
wave_hedges | Wave hedges distance (lowlevel function)