https://github.com/summitkwan/dynamicnn

neural network with dynamics
https://github.com/summitkwan/dynamicnn

dbm hopfield-network numpy rbm tensorflow

Last synced: about 2 months ago
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neural network with dynamics

• Host: GitHub
• URL: https://github.com/summitkwan/dynamicnn
• Owner: SummitKwan
• Created: 2017-12-20T17:48:18.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2018-09-09T04:23:07.000Z (over 6 years ago)
• Last Synced: 2024-10-29T14:40:05.899Z (3 months ago)
• Topics: dbm, hopfield-network, numpy, rbm, tensorflow
• Language: Jupyter Notebook
• Size: 13.2 MB
• Stars: 2
• Watchers: 4
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# DynamicNN

neural network with dynamics

## structure

- subpackage EBM_numpy: numpy implementation of energy based models, including Hopfield models, Boltsmann machines, and Restricted Boltsmann machines

- subpackage EBM_tf: tensorflow implementation of these engergy based models

- folder demo_script: scripts showing how to use these modules

- folder temp_script: temporary scripts

- folder model_save: saved hdf5 files of model variables

- folder model_log: traning log of tensorflow