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 42/100 with 9 stars and 305 monthly downloads.

Get all 30 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	dermatologist/crisp-t CRISP-T: AI assisted Qualitative Research with vibe analytics!	42	Emerging	9	Python
2	GeorgiosIoannouCoder/tessa Text Emotion System Sentiment Analysis (TESSA) is an open-source project...	31	Emerging	3	Jupyter Notebook
3	nainiayoub/emotion-classifier-web-app Logistic regression, text emotion classifier web application (with...	28	Experimental	15	Python
4	jhabaa/Scikit-Learn-Sandbox Vibe coded ML model	27	Experimental	1	Python
5	Mohshaikh23/Text-Emotions-Classification Text emotions classification by natural language processing and text classification	26	Experimental	6	Jupyter Notebook
6	Largo-m/emotion-sentiment-classifier Understanding human emotions in text is crucial for many applications such...	25	Experimental	6	Python
7	Nikelroid/multimodal-sentiment-classification A multimodal deep learning framework that fuses visual features from...	25	Experimental	9	Jupyter Notebook
8	Miranics/ML_Multimodal-User-Auth-System End-to-end multimodal machine learning pipeline for secure product...	23	Experimental	1	Jupyter Notebook
9	atsawinkz/knn-traffic-emotion-classification A comprehensive K-Nearest Neighbors (KNN) project featuring traffic...	22	Experimental	—	Jupyter Notebook
10	frisibeli/lexis-text-analysis Lexis is web based application that analyzes given user text input using...	22	Experimental	7	JavaScript
11	HiBorn4/TensorFusion_Network_for_Multimodal_sentiment_analysis This repository implements the Tensor Fusion Network (TFN) for multimodal...	21	Experimental	13	Jupyter Notebook
12	b4rtaz/emotion-tracker Track your mood during the job.	20	Experimental	12	TypeScript
13	abhi227070/Emotion-Detection-of-text-using-LSTM-Internship-Project Emotion Detection of Text using LSTM: This internship project focuses on...	19	Experimental	5	Jupyter Notebook
14	olha-kaminska/frnn_emotion_detection Code for 3 papers: 1) "Fuzzy-Rough Nearest Neighbour Approaches for Emotion...	18	Experimental	8	Jupyter Notebook
15	i-benjelloun/text_emotions_detection Detection of fine-grained emotions in texts	17	Experimental	12	Jupyter Notebook
16	Alxsea04/AI-Tone-Changer 💬 Transform your messages with AI-powered tone adjustments to communicate...	17	Experimental	—	Python
17	ScrapeAlchemist/Internet-Mood-Radar Real-time global mood tracking using web scraping, sentiment analysis, and...	16	Experimental	1	TypeScript
18	vishnu9701/Emotion-Detection-by-Text A simple Emotion Detection by Text using diffrent algorithms like Logistic...	15	Experimental	2	Jupyter Notebook
19	Damorgal/Multimodal-Research-experiments All experiments were done to classify multimodal data.	15	Experimental	2	—
20	Soumyo001/sentiment_emotion_detection_on_bengali_product_reviews Sentiment and emotion detection using mBERT and XLM-R. It comes with a...	15	Experimental	—	Jupyter Notebook
21	Kajalmishra8/ai-mood-classifier FastAPI backend for text-based mood classification with validation, error...	14	Experimental	—	Python
22	Arshdeep123/vibe-analyzer 💬 Analyze text to detect and categorize emotional tones, enhancing user...	14	Experimental	—	—
23	elibizet/fmri-mvpa-searchlight-emotion-language fMRI MVPA and searchlight analysis of emotion and language using Nilearn	14	Experimental	—	Python
24	andostronaut/emotive-ai Sentiment and emotion analysis cli that uses machine learning and natural...	13	Experimental	5	TypeScript
25	Andreaierardi/lyrics-emotion-detection The aim of the project is the the developing of different models for...	12	Experimental	3	HTML
26	AbhishekYadav2207/emotisense A Python-based NLP project that detects emotions in text using the NRC...	12	Experimental	1	HTML
27	Kokoabc/VibeCheck A Dockerized FastAPI service for multi-emotion text classification using...	11	Experimental	—	—
28	arturyepez10/text-classifier AI framework for text-based emotion recognition	11	Experimental	—	Python
29	H-M-Abdullah-Khan/Emotional-Detection-By-Text-And-Voice Emotional Detection By Pre Trained AI By TEXT and Voice. Programming...	11	Experimental	—	Python
30	ShubrotoDas10/moodify AI-powered voice chatbot that detects emotions from your speech and responds...	11	Experimental	—	TypeScript