title: Imbalance in scikit-learn
body: <p>I'm using scikit-learn in my Python program in order to perform some machine-learning operations. The problem is that my data-set has severe imbalance issues.</p>
  
  <p>Is anyone familiar with a solution for imbalance in scikit-learn or in python in general? In Java there's the SMOTE mechanizm. Is there something parallel in python?</p>