personality-traits

There are 16 repositories under personality-traits topic.

• declare-lab / MELD

  MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation

  emotion-recognitionsentiment-analysismultimodal-sentiment-analysismultimodal-interactionsdialogue-systemsconversational-aichatbotpersonality-traitspersonality-profilingemotiondialogueemotion-detectionmultimodal-emotion-recognitionemotion-recognition-in-conversation
  Language:Python 753

• SenticNet / personality-detection

  Implementation of a hierarchical CNN based model to detect Big Five personality traits

  sentiment-analysispersonality-traitspersonality-profilingpersonality-insightsmachine-learningconvolutional-neural-networkslstm-neural-networkslstmcnncnn-kerastheanoopinion-mining
  Language:Python 472

• rubynor / bigfive-web

  Website for taking personality tests

  hacktoberfestbigfivepersonalitypersonality-traitsbig5personality-profilepersonality-insights
  Language:TypeScript 320

• Alheimsins / bigfive-web

  Website for taking personality tests

  bigfivepersonalitypersonality-testpersonality-traitsbig5personality-profilepersonality-insights
  Language:JavaScript 202

• ianscottknight / Predicting-Myers-Briggs-Type-Indicator-with-Recurrent-Neural-Networks

  myers-briggsmbtimbti-personalityrnnrecurrent-neural-networkskeraskeras-neural-networkstrump-tweetstrumppredictive-modelingnlpnlp-machine-learningpersonality-traitssocial-mediaclassificationmachine-learningtextual-datatf-idflemmatization
  Language:Python 105

• maccyber / bigfive-web

  Website for bigfive personality test

  bigfivepersonalitypersonality-traitsbig-bigfive-personality-test
  Language:JavaScript 52

• automoto / big-five-data

  Big five trait scores for 307,313 people from many different countries.

  big-five-modelpsychologypersonality-traitscsvopen-researchopen-research-data
  Language:PLpgSQL 46

• amirmohammadkz / personality_detection

  BB-SVM model for automatic personality detection of the essays dataset (Big-Five personality labeled traits)

  personality-traitspersonality-detectionbertsvmessays-datasetmachine-learningscikit-learnpersonality-profilingsentiment-analysis
  Language:Python 28

• henryzhongsc / half_tael_DQN

  A (very amateur) foreign exchange trading bot utilizing CNN + DQN.

  forexforex-tradingdqndqn-tensorflowcnncnn-tensorflowpersonality-traits
  Language:Python 28

• D2KLab / twitpersonality

  TwitPersonality: Computing Personality Traits from Tweets using Word Embeddings and Supervised Learning

  pythonsvmregressionwordembeddingspersonality-traitsbig5lasso-regressionnatural-language-processingtwittertweepy
  Language:Python 26

• Sagar-Darji / Personality-prediction

  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 finding the factors for these results. The field of psychology that measures human intelligence using quantitative testing in this way is known as psychometrics (psycho=mental, metrics=measurement). Advantages 1)Offers a much more objective method of testing traits such as intelligence in humans 2)Allows for a satisfactory comparison between the results of intelligence tests 3)Provides support for theories that would be difficult to prove otherwise

  personality-traitsfactor-analysispersonality-predictionmeasures-human-intelligenceintelligence
  Language:Jupyter Notebook 20

• dayfundora / Personality-Type

  Recognition of Persomnality Types from Facebook status using Machine Learning

  personality-traitspersonality-predictingpythonmachine-learningmachine-learning-algorithmsbig5big5-ocean-traitsliwcliwc-dictionarieslogistic-regression-classifierrandom-forest-classifiermultinomialnbgradient-boosting-classifiersvclinear-regression-classificationridge-classifiersgd-classifierfacebookfacebook-status-scraper
  Language:JavaScript 18

• novinfard / profiler-sentiment-analysis

  Profiler Application using Sentiment Analysis

  personality-traitsios-appswiftbig-five-modelsentiment-analysisuser-interface
  Language:Swift 18

• desaichirayu / Personality-Attribution-using-Natural-Language-Processing

  Aims at attributing the big-five personality traits to authors of essays by analyzing their works.

  cross-validationfeature-engineeringgridsearchmachine-learningmultilayer-perceptronnaive-bayesnatural-language-processingneural-networkspersonality-traitsscikit-learnsupport-vector-machinestfidfword2vec
  Language:Python 17

• dankras / mixmosa-anonymized-data

  data from 2,961 in-person dates

  evolutionary-psychologyspeed-datingdatingmachine-learningpersonality-traits
  14

• parthk3004 / Quizzaro

  Quizzaro The Personality Quiz

  machinelearningpersonality-predictingpersonalitypersonality-quizpersonality-traitspersonality-testpersonality-detectionpythonpython3machine-learningdecision-tree-algorithmdecision-tree-classifierflaskpygalmatplotlibmachinelearning-pythonbig-five-traitsocean-modelbig5-ocean-traits
  Language:Python 14

• YasPHP / The-Five-Factor-Personality-Test

  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).

  personalityneuropsychologypsychologypersonality-traitsfactor-analysisffmfactor-modelneuropsychological-experimentsbig-five-traitsmachine-learningmin-max-normalizationkmeans-clusteringmin-max-optimizationunsupervised-machine-learning
  Language:Jupyter Notebook 14

• Hardik3296 / Personality-Detection-Decision-Tree

  Implementation of Decision Tree algorithm to classify the personalities of the people. Data used was the combination of data from Big Five personality test and 16 personality test.

  htmlcssbootstrappythoncloud-computingdecision-tree16personality-traits
  Language:HTML 13

• lis-dev / big5

  The Big Five personality traits

  big5bigfivepersonalitypersonality-traitspersonality-profilepersonality-insightspersonality-testreactreactjs
  Language:TypeScript 13

• NeuroQuestAi / five-factor-e

  Python :snake: Library 📦 with a self-administered questionnaire that assesses a person's 🗣 personality according to the Big Five model 🌊, using the IPIP-NEO.

  big-5five-factoripip-neoassessmentpersonalitypsychometricsbigfivepersonality-insightspersonality-traitspythonpeople-analyticsbig5-ocean-traits
  Language:Python 13

• sarikayamehmet / eye-movements-predict-personality

  Eye Movements During Everyday Behavior Predict Personality Traits (code for https://doi.org/10.3389/fnhum.2018.00105)

  eye-movementsbehavioral-patternspersonality-traitseye-trackingdatasetfeature-extraction
  Language:Python 13

• yangjici / personality_based_music_recommender

  I made a hybrid artist recommender based on user's personality and ratings using collaborative filtering

  recommender-systempersonality-traitsmusiccollaborative-filtering
  Language:Python 13

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

  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.

  personality-traitslayer-weightsconv-featurescam-generationspectrogrammfcccam-mapping2d-mel-spectrogramaudio-featuressummary-spectrogram
  Language:Python 12

• dulajkavinda / personality-prediction

  🗿 Predict personalities using machine learning and Big 5 model.

  machinelearningpythonscikitnumpyherokuaddedpersonality-traitspersonality-predictingpersonalitypersonality-detectionbig5-ocean-traitsbig5personality-classification
  Language:Python 11

• laufergall / ML_Speaker_Characteristics

  Predictive modeling of users' interpersonal characteristics by the sound of their voices and manner of speaking.

  speaker-characterizationprediction-modelopensmilepersonality-traitsspeaker-data
  Language:Jupyter Notebook 11

• thenithinbalaji / 5Personalities

  Personality Prediction based on Big 5 Model. Uses Multinomial Logistic Regression for Classification and Tailwind, Flask for web interface.

  flasklogistic-regressionmachine-learningpersonality-predictionpersonality-testpersonality-traitspython
  Language:HTML 11

• darth-platypus / characterizer

  Generate fictional characters with randomized appearance, personality traits & conflicts.

  randomizerfictional-characterspersonality-traitsdictionariesbeginner-projectbeginner-friendlypractice-projectpractice
  Language:Python 9

• rushout09 / tinder_extension

  A chrome extension for tinder to reply using GPT with a personality.

  automationgptgpt-4personality-traitstindertinder-botllm
  Language:JavaScript 8

• bvannah / wellfie

  Python code to extract a user's tweets and predict their Myers-Briggs personality type and financial risk tolerance. Uses bag of words model trained using the (MBTI) Myers-Briggs Personality Type Dataset to make predictions.

  pandastensorflowkerasnatural-language-processingnlptweepytwitterpersonality-traitsmyers-briggspythonpython3twitter-apimachine-learningartificial-intelligenceneural-network
  Language:Python 7

• mdandre89 / ocean-testing

  Big five personality traits calculator build with Vue and using pre-rendering for better SEO

  big5-ocean-traitspersonality-traitsconsciousness-and-neurosciencepersonality-testoceanbig5personality-profilingvue-prerender
  Language:Vue 6

• GiorgiaAuroraAdorni / learning-personality

  Learning Personality is a bachelor internship project that use neural networks to extract, from natural language (in particular reviews), personality traits, through automatic approaches. @unimib17/18.

  personality-traitsneural-networksbachelor-internshipuniversitynatural-languagebig5-ocean-traitsmikolovunsupervised-learningword2vectext-miningmachine-learningembeddingsembedding-modelsembeddings-word2vecpersonalitybag-of-wordsbig5
  Language:Python 5

• kaansonmezoz / personality-detection-nlp

  MBTI personality detection in Turkish Language

  nlpnatural-language-processingturkishturkish-nlpeksisozlukdatasetmbtipersonality-traitseksi-sozlukpersonality-predictionmbti-personalitypersonality-classificationturkish-dataset
  Language:Jupyter Notebook 5

• staslev / engineering-personas

  Know Thyself - find out your engineering persona!

  personality-testpersonality-traitssoftware-engineersoftware-developer
  Language:TypeScript 5

• frozsgy / personality-analysis-framework

  A framework that allows users who tweet in Turkish to get an estimation of their Big Five OCEAN Personality scores via their tweets.

  personality-traitsnlptwitterbig-five-traitszemberek-nlp
  Language:Python 4

• m-spangenberg / ooba-startrek

  A collection of characters from the Star Trek universe for use with oobabooga's text generation web ui.

  characterschatchatbotgenerative-textlarge-language-modelspersonality-traitsstar-trek
  4

• RozaAbolghasemi / GRS_Personality_PairwiseComparison

  A personality-aware group recommendation system based on pairwise preferences

  bayesian-personalized-rankingbprconsensusdata-sciencedecision-makinggroup-decision-makinggroup-recommendation-systemgroup-recommender-systemsmachine-learningmatrix-factorizationpairwise-comparisonpairwise-preferencespersonality-traitsrankingrecommendation-systemrecommender-systemrecommender-systems
  Language:Python 4