TobiasGlaubach

from numpy import min, argmin
from sklearn.feature_selection import RFECV
from sklearn.model_selection import cross_val_score, RandomizedSearchCV, ShuffleSplit, StratifiedKFold
from sklearn.preprocessing import StandardScaler
from sklearn.pipeline import make_pipeline

# here would be the code to get the data and initialize the classifiers
# with their associated search ranges as well as all labels
# namely the functions and variables:

TobiasGlaubach

# -*- coding: utf-8 -*-
"""
Created on Sun Jan 27 13:58:13 2019

DISCRIPTION:
 A simple purely state and voltage based model for a schmitt_trigger HEF4093B 
 with 13V supply voltage
 values taken from data sheet:
     https://assets.nexperia.com/documents/data-sheet/HEF4093B.pdf#G1001577288
 values were roughly interpolated for 13V supply voltage

TobiasGlaubach

import pandas as pd
import numpy as np
import matplotlib.pyplot as plt

#%% make some data frame for testing

phi = np.linspace(0, 2*np.pi, 1024)
df = pd.DataFrame({
    'cos': np.cos(phi),
    'sin': np.sin(phi),

TobiasGlaubach

#!/usr/bin/env python


############################################################################
#
# MODULE:	    Worldview-2_toar_v2
#
# AUTHOR(S):    Overall script by Mirijam Zickel (University of Cologne)
#               Python scripting and support by T. Glaubach
#