Personality Trait Prediction ML Frameworks

Tools and applications that predict personality types and traits (Big Five, introvert/extrovert classifications, etc.) from text, speech, video, or behavioral data using ML/NLP models. Does NOT include general sentiment analysis, resume screening, or mental health diagnostic tools without explicit personality trait prediction focus.

There are 18 personality trait prediction frameworks tracked. The highest-rated is SenticNet/personality-detection at 44/100 with 509 stars.

Get all 18 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	SenticNet/personality-detection Implementation of a hierarchical CNN based model to detect Big Five...	44	Emerging	509	Python
2	liaorongfan/DeepPersonality Banchmark for personality traits prediction with neural networks	35	Emerging	67	Python
3	deeptangshu29/Personality-Prediction-System Discover your true self with our advanced Personality Prediction System....	27	Experimental	9	—
4	Vedant-02/MBTI-Personality-Prediction-using-Machine-Learning In this project, I have implemented a NLP based ML model to classify the...	24	Experimental	27	Jupyter Notebook
5	Anjali2001saxena/Personality_Prediction_Project This is a Personality Prediction Project with a web UI.	24	Experimental	19	Python
6	projjal1/TV-Character-Prediction Website to predict which matches your personality based on Machine Learning...	24	Experimental	2	JavaScript
7	dayfundora/Personality-Type Recognition of Persomnality Types from Facebook status using Machine Learning	23	Experimental	18	JavaScript
8	tejaspradhan/Personality-Trait-Analysis-using-NLP-and-Deep-Learning This project classifies a person's personality into 1 out of 16 traits as...	18	Experimental	6	Jupyter Notebook
9	mueqee/MBTI-LSTM Deep Learning for MBTI Personality Classification	17	Experimental	2	Jupyter Notebook
10	10xNation/ibm-watson-personality-insights Content analysis application built on IBM Watson's Personality Insights service.	17	Experimental	4	JavaScript
11	Mahdias1383/Behavioral-Persona-Analytics 🚀 Production-grade AI framework achieving 100% accuracy in personality...	16	Experimental	1	HTML
12	nikhil-188/Personality_Prediction_UsingML Here I developed a machine learning model for predicting personality traits....	16	Experimental	3	HTML
13	HANKSOONG/Charisma-Predictor Multimodal AI pipeline to predict Big Five personality traits and assess...	15	Experimental	5	Jupyter Notebook
14	miraehab/Personality-and-Behavior-Detection-Expert-System-Project Our Project for the Introduction to Logic course taken during fall 2023 semester.	14	Experimental	1	Python
15	Nourelden85/Personality-Predictor Personality type prediction project using MBTI dataset	14	Experimental	—	—
16	bvannah/wellfie Python code to extract a user's tweets and predict their Myers-Briggs...	13	Experimental	8	Python
17	thenithinbalaji/5Personalities Personality Prediction based on Big 5 Model. Uses Multinomial Logistic...	12	Experimental	14	HTML
18	Mariam-Fathi/multimodal-personality-analysis This repository contains the code and documentation for our Bachelor's...	11	Experimental	—	HTML