JuliaBriden / NameGenerator

Harry Potter name generator. Code modified from the Pytorch Dino Name Generator (https://github.com/judahsemi/Dino-Name-Generator)

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NameGenerator

Character name generator. Current datasets include Harry Potter characters and Star Wars characters. Code modified from the Pytorch Dino Name Generator (https://github.com/judahsemi/Dino-Name-Generator). Dataset from https://www.kaggle.com/datasets/zez000/characters-in-harry-potter-books and https://github.com/dennisbakhuis/wookieepediascience.

Cleaning data

Use data.ipynb to pre-process the name list for the LSTM deep learning model.

Training and evaluating the model

Use name_batch.ipynb to edit the model's architecture and evaluate the model to determine most likely character names. To save models, create a folder called "model" in the saves folder.

About

Harry Potter name generator. Code modified from the Pytorch Dino Name Generator (https://github.com/judahsemi/Dino-Name-Generator)


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Language:Jupyter Notebook 94.7%Language:Python 5.3%