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@dtemkin
dtemkin / cramersV.py
Last active July 8, 2023 08:07
A simple Cramers V function in Python
import math
import numpy as np
# Functions for calculating the degree of association between nominal variables
def cramersV(nrows, ncols, chisquared, correct_bias=True):
nobs = nrows*ncols
if correct_bias is True:
phi = 0
else:
phi = chisquared/nobs
@rxaviers
rxaviers / gist:7360908
Last active October 28, 2025 12:19
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@powerlim2
powerlim2 / SKhelper.py
Last active January 11, 2021 18:35
This module is to ease your analysis with Scikit_Learn in Python. It gives a few functionalities that the current Scikit_Learn library does not offer. Please free to download and use it.
# coding=UTF8
#########################################################################
# This class is to help sklearn to handle statistical process #
# Author: Joon Lim from Master of Science in Analytics at Northwestern #
# Date: 04.23.2013 #
#########################################################################
''' this Module is built on top of numpy and sklearn. '''