Misc package¶

Various miscellaneous code required by ConKit

normalize(data, vmin=0, vmax=1)[source]¶

Apply a Feature scaling algorithm to normalize the data

This normalization will bring all values into the range [0, 1]. This function allows range restrictions by values vmin and vmax.

\[{X}'=\frac{(X-X_{min})(vmax-vmin)}{X_{max}-X_{min}}\]

Parameters:

Parameters:	data : list, tuple The data to normalize vmin : int, float, optional The minimum value vmax : int, float, optional The maximum value
Returns:	list The normalized data

data : list, tuple

The data to normalize

vmin : int, float, optional

The minimum value

vmax : int, float, optional

The maximum value

Returns:

list

The normalized data