Satvik-jain / DeepLearning_LSTM_WordPredictor

DeepLearning_LSTM_WordPredictor

This repository contains a deep learning model based on Long Short-Term Memory (LSTM) networks designed for next word prediction. The model is capable of learning from a given text dataset and predicting the subsequent word in a sequence.

Model Deployment

A trained model on "The Verdict (1908) by Edith Wharton" is deployed on Hugging Face, allowing for easy access.

Access the Model

You can access the model directly on Hugging Face by clicking here.

Features

• Implements LSTM for next word prediction.
• Capable of training on any text dataset.
• Includes scripts for preprocessing, training, and prediction.

Getting Started

Prerequisites

• Python
• TensorFlow
• NumPy
• Pandas

Installation

Clone the repository:

git clone https://github.com/Satvik-jain/DeepLearning_LSTM_WordPredictor.git
cd DeepLearning_LSTM_WordPredictor