ishan-1010 / p5-emoji_prediction_using_deep_learning

Predict emojis with precision using deep learning, expressing sentiments effectively with a text classifier.

Emoji Prediction using Deep Learning

Overview

Emojis are a universal form of expression, and this project utilizes deep learning techniques to predict emojis based on given phrases. The goal is to build a text classifier that suggests the most suitable emoji for a given text, enhancing emotional communication.

Tools and Libraries

• Python: 3.x
• Numpy: 1.19.2
• Pandas: 1.2.4
• TensorFlow: 2.4.x
• Emoji: 1.2.0

Install the required modules:

pip install numpy pandas tensorflow emoji

Summary

In this deep learning project, a text classifier successfully predicts emojis, achieving high accuracy on the training set. Consider further training with larger datasets based on specific requirements.