hopfield alternatives and similar packages
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Attractor Neural Networks for Modelling Associative Memory
Get it from Hackage via:
cabal install hopfield.
This project implements (in Haskell):
- [Hopfield Networks](src/Hopfield/Hopfield.hs)
- [Clusters](src/Hopfield/Clusters.hs) and [Super Attractors](src/Hopfield/SuperAttractors.hs)
- The [Restricted Boltzmann Machine](src/Hopfield/Boltzmann/RestrictedBoltzmannMachine.hs)
- A [Boltzmann Machine for classification](src/Hopfield/Boltzmann/ClassificationBoltzmannMachine.hs)
and comes with a range of experiments to evaluate their properties.
MIT licensed. We appreciate a mention if our code or results were useful for you.
- Mihaela Rosca
- Wael Al Jisihi
- Niklas Hambüchen
- Razvan Marinescu
- Lukasz Severyn
*Note that all licence references and agreements mentioned in the hopfield README section above are relevant to that project's source code only.