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An LSTM-based next-word predictor trained on ~3,000 famous quotes. Compares a SimpleRNN baseline against an LSTM to demonstrate the impact of gated memory on sequence modeling, deployed as an interactive Streamlit app. deep-learning nlp lstm rnn tensorflow keras streamlit natural-language-processing text-generation sequence-modeling