quickerml

Machine learning module intended to be your first shot swiss knife.

If you work on Data Science or Artificial Intelligence projects you probably have had to repeat over and over again the same crucial first steps on your project in order to find what's the best model option for your data.
There is the idea that gave birth to quickerml: Automatize those repetitive initial tests to find the best starting model for your project.

Installation

pip install quickerml

Get started

from quickerml import Finder

finder = Finder(
    problem_type='regression', 
    models=[
        LinearSVR(), 
        RandomForestRegressor(), 
        XGBRegressor(), 
        LGBMRegressor()
    ]
)

best = finder.find(X, y)