from ipywidgets import interact, interactive #, fixed, interact_manual
import ipywidgets as widgets
from IPython.display import display
import numpy as np, pandas as pd
import matplotlib.pyplot as plt
# from scipy.optimize import curve_fit as cf
from IPython.core.display import HTML