https://github.com/cossio/restrictedboltzmannmachineshdf5.jl

https://github.com/cossio/restrictedboltzmannmachineshdf5.jl

Last synced: 10 days ago
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• Host: GitHub
• URL: https://github.com/cossio/restrictedboltzmannmachineshdf5.jl
• Owner: cossio
• License: mit
• Created: 2023-06-14T07:50:06.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-07-01T15:23:06.000Z (4 months ago)
• Last Synced: 2024-07-06T18:04:49.434Z (4 months ago)
• Language: Julia
• Size: 39.1 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.md
  • License: LICENSE.md

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README

        
# RestrictedBoltzmannMachinesHDF5 Julia package

Save and load [Restricted Boltzmann machine](https://github.com/cossio/RestrictedBoltzmannMachines.jl) objects as [HDF5](https://github.com/JuliaIO/HDF5.jl) files.

## Installation

This package is registered. Install with:

```julia

import Pkg

Pkg.add("RestrictedBoltzmannMachinesHDF5")

```

## Example

```julia

using RestrictedBoltzmannMachines: RBM, Binary # from https://github.com/cossio/RestrictedBoltzmannMachines.jl

using RestrictedBoltzmannMachinesHDF5: save_rbm, load_rbm # from this package

rbm = RBM(Binary(; θ=randn(2,3)), Binary(; θ=randn(4)), randn(2,3,4)) # create an RBM

path = save_rbm(tempname(), rbm) # save RBM to a temporary path

loaded_rbm = load_rbm(path) # load RBM from saved file

```

## Related

[RestrictedBoltzmannMachines.jl](https://github.com/cossio/RestrictedBoltzmannMachines.jl) package, which defines the `RBM` object.