/Tweet-Emotion-Recognition

Simple Tweet Emotion Recognition model using Tensorflow

Primary LanguageJupyter Notebook

Tweet Emotion Recognition

This project implements a simple tweet emotion recognition model using TensorFlow with an LSTM-based architecture. The model classifies emotions expressed in tweets from the Tweet Emotion Dataset.

Installation

To set up the environment and install the necessary libraries, run:

pip install tensorflow datasets matplotlib numpy

Results:
Training Accuracy: ~98%
Validation Accuracy: ~89%
Test Accuracy: ~88.33%