log_pl_calc

Compute the log pseudolikelihood C++ version

Provides probability computation, data generation,
and model estimation for fully-visible Boltzmann machines. It follows the methods
described in Nguyen and Wood (2016a) <doi:10.1162/NECO_a_00813>
and Nguyen and Wood (2016b) <doi:10.1109/TNNLS.2015.2425898>.

Andrew Jones

BoltzMM

Boltzmann Machines with MM Algorithms

log_pl_calc function

<dl><dt>data</dt>
<dd>An N by n matrix, where each of the N rows contains a length n string of spin variables (i.e. each element is -1 or 1).</dd>
<dt>L</dt>
<dd>A list storing the parameter vectors a and b, and matrices A, B and C</dd></dl>

Arguments

Andrew T. Jones and Hien D. Nguyen

Author

Compute the log pseudolikelihood — log_pl_calc

<dl>

<dt>data</dt>
<dd>An N by n matrix, where each of the N rows contains a length n string of spin variables (i.e. each element is -1 or 1).</dd>


<dt>L</dt>
<dd>A list storing the parameter vectors a and b, and matrices A, B and C</dd>

</dl>

log_pl_calc: Compute the log pseudolikelihood

Description

Usage

Value

Arguments

Author