/Personality_Prediction_Model

The project "Prediction Machine" consist in a model of ANN (Articial Neural Network) that predict the personality of peoples in introvert and outgoing

Primary LanguageJupyter NotebookMIT LicenseMIT

Personality prediction model

Prediction Machine

The project "Personality Prediction Model" consist in a model of ANN (Articial Neural Network) that predict the personality of peoples in introvert and outgoing. The classification is given based on the answers, time spent and order of a questionnaire with 91 questions.

Prerequisites

  • IDE or text editor with capacity to run extensions .ipynb -> Suggestion: Visual Studio Code

Creating environment

-> Using Anaconda:

  • conda create -n machine python=3.8
  • conda activate machine
  • conda install pandas
  • conda install numpy
  • conda install pathlib
  • conda install tensorflow
  • conda install -n machine ipykernel --update-deps --force-reinstall

Installation guide

After preparing the virtual environment, you can clone the repository with a git clone, or just download the zip of the last version and unzip in a folder. After that you be ready to run the project.

Authorship and contributions

Code autorship: Pedro de Jesus
Database authorship: Yam Peleg