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ptf (version 0.0.1)

Probit Tensor Factorization

Description

Efficient algorithms to implement Probit Tensor Factorization (PTF) model for statistical relational learning, which not only inherits the computation efficiency from the classic tensor factorization model but also accounts for the binary nature of relational data. The methodology is based on Ye Liu (2021) "Computational Methods for Complex Models with Latent Structure".

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Version

Install

install.packages('ptf')

Monthly Downloads

47

Version

0.0.1

License

GPL

Maintainer

Ye Liu

Last Published

June 15th, 2021

Functions in ptf (0.0.1)

ptf_sparse

Fit a Probit RESCAL model (sparse representation).
Rescal

RESCAL Model
package-ptf

probit tensor factorization
ptf

Fit a Probit Tensor Factorization Model