custom.py

#!/usr/bin/env python3
# -*- coding: utf-8 -*-
 
# Thomas Keck 2017
 
 
def feature_importance(state):
    """
    Assert
    """
    raise RuntimeError("You have to overwrite feature_importance if you use the custom framework")
 
 
def get_model(number_of_features, number_of_spectators, number_of_events, training_fraction, parameters):
    """
    Assert
    """
    raise RuntimeError("You have to overwrite get_model if you use the custom framework")
 
 
def load(obj):
    """
    Assert
    """
    raise RuntimeError("You have to overwrite load if you use the custom framework")
 
 
def apply(state, X):
    """
    Assert
    """
    raise RuntimeError("You have to overwrite apply if you use the custom framework")
 
 
def begin_fit(state, Xtest, Stest, ytest, wtest):
    """
    Assert
    """
    raise RuntimeError("You have to overwrite begin_fit if you use the custom framework")
 
 
def partial_fit(state, X, S, y, w, epoch):
    """
    Assert
    """
    raise RuntimeError("You have to overwrite partial_fit if you use the custom framework")
 
 
def end_fit(state):
    """
    Assert
    """
    raise RuntimeError("You have to overwrite end_fit if you use the custom framework")