WeightNormalizedRBMs.jl Documentation

A Julia package to train and simulate Restricted Boltzmann Machines, with the weight normalization trick (see: http://papers.nips.cc/paper/6114-weight-normalization-a-simple-reparameterization-to-accelerate-training-of-deep-neural-networks.pdf).

Installation

The package is not registered. Install with:

using Pkg
Pkg.add(url="https://github.com/cossio/WeightNormalizedRBMs.jl")

This package doesn't export any symbols.

Most of the functions have a helpful docstring. See Reference section.

Related

See also https://github.com/cossio/RestrictedBoltzmannMachines.jl.