emotionclassification

Here are 2 public repositories matching this topic...

steveee27 / Emotion-Text-Classification-in-Social-Media-Using-Multiple-Text-Representation-and-Deep-RNN

This project explores emotion classification in social media texts using multiple text representation techniques (TF-IDF, Word2Vec, GloVe) and deep recurrent neural networks (GRU, LSTM, Bi-GRU, Bi-LSTM). The best model achieved an F1-Score of 0.9248, with Word2Vec and Bi-LSTM outperforming other combinations.

nlp deeplearning recurrentneuralnetworks textrepresentation emotionclassification

Updated Feb 14, 2025
Jupyter Notebook

MianMHaroon / SentimentAnalysis_CoreML_EmotionClassifier

Star

Emotion classification iOS app using CoreML and SwiftUI – demo for sentiment and emotion analysis, with the model converted from Scikit-learn using coremltools.

nlp swift ios ai scikit-learn python3 machinelearning coreml coreml-models swiftui sentimentanalysis emotionclassification

Updated Oct 29, 2025
Swift

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