README.md

cars_build_model

This program build model from this data

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Table of content

• General info
• Technologies

General info

• Car_Feature_engineering.ipynb

  • simple Data visualization
  • feature engineering
  • save preprocessed data as data/car_clean.pickle

• Car_model.ipynb

  • working on data/car_clean.pickle
  • using logarithm trick
  • using LightGBM with hyperparameters optimization

Program saves model to data/lgb_model.txt directory.

Technologies

• Python 3