RestrictedBoltzmannMachines.jl

Train and sample Restricted Boltzmann machines in Julia
Author cossio
Popularity
12 Stars
Updated Last
11 Months Ago
Started In
August 2020

RestrictedBoltzmannMachines Julia package

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Train and sample Restricted Boltzmann machines in Julia. See the Documentation for details.

Installation

This package is registered. Install with:

import Pkg
Pkg.add("RestrictedBoltzmannMachines")

This package does not export any symbols. Since the name RestrictedBoltzmannMachines is long, it can be imported as:

import RestrictedBoltzmannMachines as RBMs

Related packages

Use RBMs on the GPU (CUDA):

Centered RBMs:

Adversarially constrained RBMs:

Citation

If you use this package in a publication, please cite:

  • Jorge Fernandez-de-Cossio-Diaz, Simona Cocco, and Remi Monasson. "Disentangling representations in Restricted Boltzmann Machines without adversaries." Physical Review X 13, 021003 (2023).

Or you can use the included CITATION.bib.