StandardizedRestrictedBoltzmannMachines Julia package
Train and sample a standardized Restricted Boltzmann machine in Julia. The energy is given by:
$$ E(\mathbf{v},\mathbf{h}) = - \sum_{i}\theta_{i}v_{i} - \sum_{\mu}\theta_{\mu}h_{\mu} - \sum_{i\mu}w_{i\mu} \frac{v_{i} - \lambda_{i}}{\sigma_{i}}\frac{h_{\mu} - \lambda_{\mu}}{\sigma_{\mu}} $$
with some offset parameters $\lambda_i,\lambda_\mu$ and scaling parameters $\sigma_i,\sigma_\mu$.
Installation
This package is not registered. Install with:
using Pkg
Pkg.add(url="https://github.com/cossio/StandardizedRestrictedBoltzmannMachines.jl")
This package does not export any symbols.