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An MLP based next character prediction model trained on several famous corpora with varying embedding dimensions and model architecture size

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guntas-13/NextCharacterPredictor

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Next Character Predictor

Find the app hosted at Link

Datasets: Link

App Homepage

Generated Text for Gulliver's Travels

Generated Text for Wikipedia Corpus

Embedding the characters as a Vector $\in \mathbb{R}^N$

Input layer of the model and creating the training examples

To make inference from the model trained on tolstoy.txt run the script:

python3 predictT.py

To make inference from the model trained on wonderland.txt run the script:

python3 predictW.py

To run the StreamLit App, run the script:

streamlit run app.py

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An MLP based next character prediction model trained on several famous corpora with varying embedding dimensions and model architecture size

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