R: Boltzmann Machines with MM Algorithms

# Boltzmann Machines with MM Algorithms

## Documentation for package ‘BoltzMM’ version 0.1.5

- DESCRIPTION file
- Package NEWS
- Package README

## Help Pages

allpfvbm | Probability mass function of a fully-visible Boltzmann machine evaluated for all possible vectors.
BoltzMM | BoltzMM: A package for probability computation, data generation, and model estimation of fully-visible Boltzmann machines.
fitfvbm | Maximum pseudolikelihood estimation of a fully-visible Boltzmann machine.
fvbmcov | Sandwich estimator of the covariance matrix for a fitted fully-visible Boltzmann machine.
fvbmHess | Hessian of the log-pseudolikelihood function for a fitted fully-visible Boltzmann machine.
fvbmpartiald | Partial derivatives of the log-pseudolikelihood function for a fitted fully-visible Boltzmann machine.
fvbmstderr | Standard errors for the parameter elements of a fitted fully-visible Boltzmann machine.
fvbmtests | Hypothesis testing for a fully-visible Boltzmann machine.
log_pl_calc | Compute the log pseudolikelihood
marginpfvbm | Marginal probability function for a fully-visible Boltzmann machine.
pfvbm | Probability mass function of a fully-visible Boltzmann machine evaluated for an individual vector.
rfvbm | Random data generation from a fully-visible Boltzmann machine.
senate | Senate voting data from the 45th Australian Parliament.