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varify

Our idea tries to improve purely text-based personality tests by adding other communication cues being assessed with our AI.

This repo contains the code for several neural network trying to predict the outcome of a personality test based on different iput data.

data.py

Containes the training data the we created to be able to teach our algotrithms the personality of a canditate.

nn.py

Simple neural network looking at the most important the we as software develpoes have to make: choosing our favourite editor ot the right programming language for the job etc.

nn_test.py

Small application to test the output of nn.py with customazible inputs.

nn_img

This neural network is trying to find the personality traints of a person based on their image itself. Using the nn_img_test.py script it is possible to run the trained algotimhn on an own image.

nn_human

This network is filled with data that is collected from humans like the openess of a person to williing a short interview.

network loss accuracy
nn.py 0.0345 0.7857
nn_img 0.1383 0.4118
nn_human 0.1273 0.4643

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