GitHub - prakritim01/moodMind: This repository contains a text-based emotion detection system that uses Natural Language Processing (NLP) and Machine Learning to classify emotions from textual data. The model predicts emotions such as joy, anger, sadness, and more using TF-IDF vectorization and machine learning classifiers like Logistic Regression and Random Forest.

prakritim01 / moodMind Public

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This repository contains a text-based emotion detection system that uses Natural Language Processing (NLP) and Machine Learning to classify emotions from textual data. The model predicts emotions such as joy, anger, sadness, and more using TF-IDF vectorization and machine learning classifiers like Logistic Regression and Random Forest.

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
Logistic Regression_confusion_matrix.png		Logistic Regression_confusion_matrix.png
class_distribution.png		class_distribution.png
emotion_detection_final.py		emotion_detection_final.py
emotion_model.pkl		emotion_model.pkl
emotions.csv		emotions.csv
text and audio.py		text and audio.py
tfidf_vectorizer.pkl		tfidf_vectorizer.pkl