Python clustering homework

[wjpython]

Dear all,

I really need your help with this assignment:

generate random data with dimension 5 and 4 clusters, then calculate the validity index for various values of k and show that k=4 has the highest validity

im really new to pyhton and i'm managed to do this so far

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import numpy as np import pandas as pd from numpy.random import random from numpy.random import randn np.random.seed(20) y=pd.DataFrame(randn(4,5)) print(y)

can anyone tell me how to write the full alogrithm , it would be muuuuuch appreciateeed

[j.crater]

You must need to know the algorithm in order to implement it. But this is a Python forum, so we can only help you with the code you have produced.
If you are stuck I suggest writing pseudo code first. Then attempt to translate it to Python. If there is a particular portion of the code that is causing you issues, post the code you have and explain exactly what the problem is.

[wjpython]

Since im very new to pyhton i didn't know how to write the code for this assignment , i really need help

[j.crater]

In that case you need to start with studying Python basics. Since it is an assignment, I assume you have access to learning materials. Otherwise internet is full of great free resources. As I explained in previous post, we can help you with your code, but not write the code for you.