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personality-traits

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Sagar-Darji / Personality-prediction

Star 21

From the given database Find out the personality using this personality traits. Applications in psychology Factor analysis has been used in the study of human intelligence and human personality as a method for comparing the outcomes of (hopefully) objective tests and to construct matrices to define correlations between these outcomes, as well as…

intelligence factor-analysis personality-traits personality-prediction measures-human-intelligence
  • Updated Mar 25, 2021
  • Jupyter Notebook

dayfundora / Personality-Type

Star 18

Recognition of Persomnality Types from Facebook status using Machine Learning

python machine-learning facebook machine-learning-algorithms gradient-boosting-classifier svc personality-traits big5 liwc random-forest-classifier liwc-dictionaries linear-regression-classification sgd-classifier personality-predicting multinomialnb facebook-status-scraper big5-ocean-traits logistic-regression-classifier ridge-classifier
  • Updated Jul 16, 2021
  • JavaScript

YasPHP / The-Five-Factor-Personality-Test

Star 15

Unsupervised learning coupled with applied factor analysis to the five-factor model (FFM), a taxonomy for personality traits used to describe the human personality and psyche, via descriptors of common language and not on neuropsychological experiments. Used kmeans clustering and feature scaling (min-max normalization).

machine-learning psychology factor-analysis kmeans-clustering personality ffm personality-traits unsupervised-machine-learning neuropsychology factor-model big-five-traits min-max-optimization min-max-normalization neuropsychological-experiments
  • Updated Jun 19, 2021
  • Jupyter Notebook

HassanHayat08 / Interpretable-CNN-for-Big-Five-Personality-Traits-using-Audio-Data

Star 14

We developed an interpretable CNN for big five personality traits using human speech data. This project discovers the different frequency patterns of a human voice with respect to each five personality traits. This project will help us to understand the apparent personality of a human using his/her voice.

audio-features spectrogram mfcc personality-traits layer-weights conv-features cam-generation cam-mapping 2d-mel-spectrogram summary-spectrogram
  • Updated Sep 29, 2020
  • Python

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