https://github.com/frixoe/name-generator

A Recurrent Neural Network trained on a canadian names datasets.
https://github.com/frixoe/name-generator

deep-learning generator lstm-neural-networks recurrent-neural-networks

Last synced: 3 days ago
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A Recurrent Neural Network trained on a canadian names datasets.

• Host: GitHub
• URL: https://github.com/frixoe/name-generator
• Owner: Frixoe
• License: mit
• Created: 2018-09-11T10:29:46.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2022-12-08T02:52:41.000Z (almost 2 years ago)
• Last Synced: 2023-02-28T11:32:22.496Z (over 1 year ago)
• Topics: deep-learning, generator, lstm-neural-networks, recurrent-neural-networks
• Language: Python
• Homepage:
• Size: 922 KB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 26
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Canadian Name Generator

Generates names using a Recurrent Neural Network created in Keras and trained on a Canadian Names Dataset(provided with the code).

## Note

- I had to remove a few LSTM layers to get it to work properly as the script was using a lot of GPU memory.

- If you have less than 8GBs of GPU memory, do not add any more layers as this will result in a "Segmentation Fault" and your script will not run.

- If you are still getting a "Seg Fault" trying switching Keras's backend between `theano` and `tensorflow` and seeing what works best. `theano` worked for me with one LSTM layer.