Text Emotion Classification ML Frameworks

Projects for detecting and classifying emotions in written text using NLP and ML techniques. Does NOT include emotion detection from speech/audio, facial expressions, or multimodal approaches combining text with other data types.

There are 30 text emotion classification frameworks tracked. The highest-rated is dermatologist/crisp-t at 39/100 with 9 stars.

Get all 30 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=text-emotion-classification&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	dermatologist/crisp-t CRISP-T: AI assisted Qualitative Research with vibe analytics!	39	Emerging	9	Python
2	GeorgiosIoannouCoder/tessa Text Emotion System Sentiment Analysis (TESSA) is an open-source project...	38	Emerging	3	Jupyter Notebook
3	Nikelroid/multimodal-sentiment-classification A multimodal deep learning framework that fuses visual features from...	32	Emerging	9	Jupyter Notebook
4	nainiayoub/emotion-classifier-web-app Logistic regression, text emotion classifier web application (with...	31	Emerging	15	Python
5	Largo-m/emotion-sentiment-classifier Understanding human emotions in text is crucial for many applications such...	31	Emerging	6	Python
6	HiBorn4/TensorFusion_Network_for_Multimodal_sentiment_analysis This repository implements the Tensor Fusion Network (TFN) for multimodal...	28	Experimental	13	Jupyter Notebook
7	b4rtaz/emotion-tracker Track your mood during the job.	27	Experimental	12	TypeScript
8	jhabaa/Scikit-Learn-Sandbox Vibe coded ML model	27	Experimental	1	Python
9	abhi227070/Emotion-Detection-of-text-using-LSTM-Internship-Project Emotion Detection of Text using LSTM: This internship project focuses on...	26	Experimental	5	Jupyter Notebook
10	olha-kaminska/frnn_emotion_detection Code for 3 papers: 1) "Fuzzy-Rough Nearest Neighbour Approaches for Emotion...	25	Experimental	8	Jupyter Notebook
11	Miranics/ML_Multimodal-User-Auth-System End-to-end multimodal machine learning pipeline for secure product...	25	Experimental	1	Jupyter Notebook
12	i-benjelloun/text_emotions_detection Detection of fine-grained emotions in texts	24	Experimental	12	Jupyter Notebook
13	Damorgal/Multimodal-Research-experiments All experiments were done to classify multimodal data.	22	Experimental	2	—
14	atsawinkz/knn-traffic-emotion-classification A comprehensive K-Nearest Neighbors (KNN) project featuring traffic...	22	Experimental	—	Jupyter Notebook
15	vishnu9701/Emotion-Detection-by-Text A simple Emotion Detection by Text using diffrent algorithms like Logistic...	22	Experimental	2	Jupyter Notebook
16	andostronaut/emotive-ai Sentiment and emotion analysis cli that uses machine learning and natural...	20	Experimental	5	TypeScript
17	Andreaierardi/lyrics-emotion-detection The aim of the project is the the developing of different models for...	19	Experimental	3	HTML
18	ScrapeAlchemist/Internet-Mood-Radar Real-time global mood tracking using web scraping, sentiment analysis, and...	18	Experimental	1	TypeScript
19	AbhishekYadav2207/emotisense A Python-based NLP project that detects emotions in text using the NRC...	14	Experimental	1	HTML
20	elibizet/fmri-mvpa-searchlight-emotion-language fMRI MVPA and searchlight analysis of emotion and language using Nilearn	14	Experimental	—	Python
21	Kajalmishra8/ai-mood-classifier FastAPI backend for text-based mood classification with validation, error...	14	Experimental	—	Python
22	H-M-Abdullah-Khan/Emotional-Detection-By-Text-And-Voice Emotional Detection By Pre Trained AI By TEXT and Voice. Programming...	13	Experimental	—	Python
23	Sachin-0001/MultiSense-NLP Classifies and detects text entered into major labels (emotion , violence,...	13	Experimental	2	Jupyter Notebook
24	rejonehridoy/Emotion_Extraction_and_Classification_from_Twitter_Text_using_Deep_Learning Emotion is one of the basic instincts of a human being. Emotion detection...	12	Experimental	7	Jupyter Notebook
25	ZINZINBIN/Multimodal-Disruption-Prediction Research-repository: Disruption Prediction and Analysis through Multimodal...	12	Experimental	8	Jupyter Notebook
26	himanshu-03/Emotion-Analysis-and-Detection This repository houses a robust Emotion Analysis and Detection system...	11	Experimental	—	Jupyter Notebook
27	Kokoabc/VibeCheck A Dockerized FastAPI service for multi-emotion text classification using...	11	Experimental	—	—
28	amiruzzaman1/Deep-Learning-Approaches-for-Emotion-Detection This project focuses on exploring deep learning approaches for emotion...	11	Experimental	—	—
29	BiancaDogareci/Emotion-Analysis Text-based emotion classification with ML models and BERT, evaluating...	11	Experimental	2	Jupyter Notebook
30	fahadnasir13/PerceptOS-The-Emotional-Reality-Interpreter- AI-powered Emotional Reality Interpreter that reimagines global content...	10	Experimental	1	TypeScript