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 25 personality trait prediction frameworks tracked. 1 score above 50 (established tier). The highest-rated is SenticNet/personality-detection at 51/100 with 509 stars.

Get all 25 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...	51	Established	509	Python
2	liaorongfan/DeepPersonality Banchmark for personality traits prediction with neural networks	42	Emerging	67	Python
3	deeptangshu29/Personality-Prediction-System Discover your true self with our advanced Personality Prediction System....	34	Emerging	9	—
4	Vedant-02/MBTI-Personality-Prediction-using-Machine-Learning In this project, I have implemented a NLP based ML model to classify the...	31	Emerging	27	Jupyter Notebook
5	projjal1/TV-Character-Prediction Website to predict which matches your personality based on Machine Learning...	31	Emerging	2	JavaScript
6	Anjali2001saxena/Personality_Prediction_Project This is a Personality Prediction Project with a web UI.	31	Emerging	19	Python
7	dayfundora/Personality-Type Recognition of Persomnality Types from Facebook status using Machine Learning	30	Emerging	18	JavaScript
8	nikhil-188/Personality_Prediction_UsingML Here I developed a machine learning model for predicting personality traits....	23	Experimental	3	HTML
9	mueqee/MBTI-LSTM Deep Learning for MBTI Personality Classification	23	Experimental	2	Jupyter Notebook
10	HANKSOONG/Charisma-Predictor Multimodal AI pipeline to predict Big Five personality traits and assess...	21	Experimental	5	Jupyter Notebook
11	Mahdias1383/Behavioral-Persona-Analytics 🚀 Production-grade AI framework achieving 100% accuracy in personality...	20	Experimental	1	HTML
12	bvannah/wellfie Python code to extract a user's tweets and predict their Myers-Briggs...	20	Experimental	8	Python
13	thenithinbalaji/5Personalities Personality Prediction based on Big 5 Model. Uses Multinomial Logistic...	19	Experimental	14	HTML
14	miraehab/Personality-and-Behavior-Detection-Expert-System-Project Our Project for the Introduction to Logic course taken during fall 2023 semester.	16	Experimental	1	Python
15	Nourelden85/Personality-Predictor Personality type prediction project using MBTI dataset	14	Experimental	—	—
16	bananananacat/MBTI_Analysis HSE ML Project - Psychotypes analysis by Myers–Briggs Type Indicator	13	Experimental	3	Jupyter Notebook
17	souvikrana17/Beyond-Hello-Predicting-Personality-Type Understanding personality traits like introversion and extroversion	13	Experimental	5	Jupyter Notebook
18	Mariam-Fathi/multimodal-personality-analysis This repository contains the code and documentation for our Bachelor's...	13	Experimental	—	HTML
19	uttej2001/Personality-Type-Analysis Website to predict which TV-Character matches your personality based on...	11	Experimental	—	JavaScript
20	akbulutmehmet/personality-prediction-with-picture CNN Neural Networks with Matlab and Matlab Design App	11	Experimental	3	MATLAB
21	billypentester/personality-prediction Personality Prediction Semester Project	11	Experimental	4	Jupyter Notebook
22	Viswonathan06/INTEL_Hackathon An automatic personality recognition system trained and running on Intel...	11	Experimental	—	PureBasic
23	Lagstill/PsycheQuest-Real-time-Personality-Detection-and-Insights This is a Flask-based personality detection project with features including...	11	Experimental	3	Jupyter Notebook
24	Arnavsmayan/5-Personalities-ML-Project Personality Classification Project	11	Experimental	—	HTML
25	huzaifsayed/ibm-watson-personality-insights-flask Using IBM Watson Personality Insights API with Flask for Prediction using Text	10	Experimental	2	Jupyter Notebook

Comparisons in this category

MBTI-Personality-Prediction-using-Machine-Learning and MBTI-LSTM (31 vs 23)