RBMsAnnealedImportanceSampling Julia package

Annealed importance sampling algorithm to estimate the partition function of Restricted Boltzmann machines. The package is registered. Install it with:

import Pkg
Pkg.add("RBMsAnnealedImportanceSampling")

Related packages

Restricted Boltzmann machines in Julia:

• https://github.com/cossio/RestrictedBoltzmannMachines.jl

Use RBMs on the GPU (CUDA):

• https://github.com/cossio/CudaRBMs.jl

Centered RBMs:

• https://github.com/cossio/CenteredRBMs.jl

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.