A simple LSTM model built entirely with **TensorFlow.js** for sequence learning. This is a word-level model.
This page uses the large dataset provided below. Training a model with an LSTM layer is computationally intensive. It's recommended to run this code using Node.js for faster execution, or use a powerful desktop browser.
To run in Node.js: Save the JavaScript code in a file named model.js, ensure you have the @tensorflow/tfjs-node package installed (npm install @tensorflow/tfjs-node), and run node model.js.