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sequential-orders

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MD-ANIKS / next-word-predictor-lstm

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Next-word prediction web app: an LSTM trained on ~3,000 quotes (Keras/TensorFlow), served with FastAPI on Render, with a vanilla HTML/CSS/JS frontend that handles cold-start health checks.

deep-learning lstm gru rnn long-short-term-memory sequential-models gated-recurrent-units text-sentiment-analysis cell-state sequential-orders hidden-state forget-gate input-gate output-gate reset-gate update-gate
  • Updated Sep 19, 2026
  • Jupyter Notebook

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