/Carzaty

It is the preliminary carzaty machine learning algorithm.

Primary LanguagePython

Go into Carzaty_car_shelf_life_model folder, the python code(all the code is in data_gathering.py file)

Check the car_shelf_life.csv, In the code that I wrote, I was collecting data from database but If you want to run the code you will have to read it from csv

I am using python libraries numpy and pandas for data gathering, "sklearn" for preprocessing (only for one hot encoding) and then keras for building models (Deep Neural Network)

Columns are in that order year, make of the car, model of the car, body type of the car, engine capacity, mileage and then the target vector, "life"

to install dependencies run pip install requirements.txtLet me know if you need any thing else to undersatand the code base