Learn R Programming

aibd (version 0.1.9)

Attraction Indian Buffet Distribution

Description

An implementation of probability mass function and sampling algorithms is provided for the attraction Indian buffet distribution (AIBD), originally from Dahl (2016) .

Copy Link

Version

Install

install.packages('aibd')

Monthly Downloads

81

Version

0.1.9

License

GPL-3

Maintainer

David B Dahl

Last Published

June 4th, 2021

Functions in aibd (0.1.9)

aibd

Define an Attraction Indian Buffet Distribution (AIBD) for Feature Allocations
logProbabilityFeatureAllocation

Evaluation of a Log Probabilty Mass Function of a Feature Allocation Distribution
logLikelihoodLGLFM

Log of the Likelihood from the Linear Gaussian Latent Feature Model
logPosteriorLGLFM

Log of the Posterior Density from the Linear Gaussian Latent Feature Model
sampleFeatureAllocation

Sample from a Feature Allocation Distribution
ibp

Define an Indian Buffet Process (IBP) Distribution for Feature Allocations
samplePosteriorLGLFM

Sample from the Posterior Distribution of the Linear Gaussian Feature Allocation Model