https://github.com/amber-abuah/rnn-poem-generation

A Recurrent Neural Network that can infinitely generate poetry. Trained using Tensorflow & Python.
https://github.com/amber-abuah/rnn-poem-generation

generative-ai generator gradio keras machine-learning python recurrent-neural-networks rnn rnn-tensorflow tensorflow

Last synced: 5 days ago
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A Recurrent Neural Network that can infinitely generate poetry. Trained using Tensorflow & Python.

• Host: GitHub
• URL: https://github.com/amber-abuah/rnn-poem-generation
• Owner: Amber-Abuah
• Created: 2024-08-13T18:51:17.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2024-08-13T19:03:27.000Z (3 months ago)
• Last Synced: 2024-10-10T08:22:59.461Z (29 days ago)
• Topics: generative-ai, generator, gradio, keras, machine-learning, python, recurrent-neural-networks, rnn, rnn-tensorflow, tensorflow
• Language: Python
• Homepage:
• Size: 786 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# RNN Poem Generation

A Recurrent Neural Network capable of infinitely generating poetry. The Keras RNN is trained using the _poem.txt_ file. If you wish to train another model, please set _retrain=True_ or change _output\_model\_path_ to another path of your choosing.

To use the RNN, this can be done by either using _PoemGeneration.py_ after training a model, or using _GradioApp.py_ for gradio deployment.

Gradio Deployment: https://huggingface.co/spaces/sweetfelinity/PoemGeneration  

poem.txt provided by: https://www.kaggle.com/datasets/harshalgadhe/poem-generation