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Next Word Prediction Using LSTM Cells

This is a deep learning project that predicts the next word in a sentence using LSTM cells.

Prerequisites

Before running the project, you need to install the following libraries:

  • TensorFlow
  • Keras
  • NumPy
  • Pandas
  • Flask

Dataset

The data used for this project is raw english data. It was later cleaned and converted to appropriate format.

Usage

To use the project for yourself, You can clone this repo and can run .ipynb file.

If you want a web application of this project then you can use it with app.py file.

Additionally, To run the web application, run app.py. You can access the application by going to http://localhost:5000 in your web browser.

Results

Results are also present in the notebook.