https://github.com/matimortari/shakespeare

Train and generate a Shakespeare-based text using an LSTM (Long Short-Term Memory) model.
https://github.com/matimortari/shakespeare

keras lstm neural-network numpy python shakespeare tensorflow

Last synced: about 1 month ago
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Train and generate a Shakespeare-based text using an LSTM (Long Short-Term Memory) model.

• Host: GitHub
• URL: https://github.com/matimortari/shakespeare
• Owner: matimortari
• Created: 2024-07-24T00:59:40.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2024-11-04T22:44:16.000Z (3 months ago)
• Last Synced: 2024-11-10T06:09:22.846Z (3 months ago)
• Topics: keras, lstm, neural-network, numpy, python, shakespeare, tensorflow
• Language: Python
• Homepage:
• Size: 2.93 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Shakespeare AI 🎭

A simple Python project made with TensorFlow, and Keras for training and generating text using an LSTM (Long Short-Term Memory) model, based on the works of William Shakespeare.

## 🏁 Getting Started

- Clone this repository:

  ```bash

  git clone https://github.com/matimortari/shakespeare-ai .

  ```

- Install dependencies:

  ```bash

  pip install -r requirements.txt

  ```

- Train and generate Keras model:

  ```bash

  python shakespeare_generate.py

  ```

- Load the model to generate the text:

  ```bash

  python shakespeare_load.py

  ```

## 📬 Contact

Feel free to reach out to discuss collaboration opportunities or to say hello!

- [My Email](mailto:[email protected])

- [My LinkedIn Profile](https://www.linkedin.com/in/matheus-mortari-19rt)

- [My GitHub Profile](https://github.com/matimortari)