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Personal Python lib for used on EDA's and train ML models

Project description

Gobuub Stack Model lib

I create this little library for a personal project.

On it you can find four packages with different functions, the finally of this library is to have in a only one library the necessary elements to make a quickly EDA and make an easy train stack model.

  • Print Correlation:

    • This function returns a correlation matrix plot.
  • Print Scatter:

    • This function returns an scatter plot.
  • Train levels:

    • This function train a list of different machine learning models, you must import it from sklearn library, and returns the prediction of each model on a pandas DataFrame, that it would be used to train the next level of stack model.
  • Train stack model:

    • This function receive a list of predictions makes with train levels and use it to train another level of the stack model, the final level only can have one model.

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