Hey there @zadilkhwaja, thanks for the PR (and sorry for the delay)! Could you update your title as specified in the issue? Specifically:

9. "Include the function name in the title of the pull request. For example: "DOC Ensures that config_context passes numpydoc validation".

And you still have a couple errors in the numpydoc validation to resolve, namely:

E - GL03: Double line break found; please use only one blank line to separate sections or paragraphs, and do not leave blank lines at the end of docstrings
E - GL07: Sections are in the wrong order. Correct order is: Parameters, Returns, See Also, References, Examples

Please let me know if you have any questions or concerns, thanks!

Hey there @zadilkhwaja, thanks for the PR (and sorry for the delay)! Could you update your title as specified in the issue? Specifically:

9. "Include the function name in the title of the pull request. For example: "DOC Ensures that config_context passes numpydoc validation".

And you still have a couple errors in the numpydoc validation to resolve, namely:

E - GL03: Double line break found; please use only one blank line to separate sections or paragraphs, and do not leave blank lines at the end of docstrings
E - GL07: Sections are in the wrong order. Correct order is: Parameters, Returns, See Also, References, Examples

Please let me know if you have any questions or concerns, thanks!

Sorry I'm new to opensource and scikit learn. I'm not sure how to resolve these errors. Could you please guide me.

Sorry I'm new to opensource and scikit learn. I'm not sure how to resolve these errors. Could you please guide me.

Sure, I'd be happy to! First off, thank you for updating the title -- that part looks good now!

The two errors refer to the current docstring for adjusted_rand_score

E - GL03: Double line break found; please use only one blank line to separate sections or paragraphs, and do not leave blank lines at the end of docstrings

This error can be a bit annoying. It means that somewhere there is an unwanted extra (empty) line. So the difference between:

First line!

Second line!

and

First line!


Second line!

As the error says, this is most likely between sections or between paragraphs, however it could also be an extra blank line at then end of the docstring.

The second error is a bit simpler:

E - GL07: Sections are in the wrong order. Correct order is: Parameters, Returns, See Also, References, Examples

Sections are denoted with the title underlined by dashes, e.g.

Section 1
----------

As the error says, there is a correct order for them to follow: Parameters, Returns, See Also, References, Examples. Currently, the docstring sections are in this incorrect order: Parameters, Returns, Examples, References, See Also. Solving this amounts to just moving around the sections so that they're in the right order.

If you still have any questions or doubts please let me know! If you end up stuck while trying to solve these, I can take a look and show you the necessary changes. Hope this helps :)

Hi! Thankyou @Micky774 for helping. I've made some changes pls check.

Thankyou everyone for helping. I think someone already worked on this & merged a PR 3 days ago.

Thankyou everyone for helping. I think someone already worked on this & merged a PR 3 days ago.

Indeed, it was solved in #24096, but I am glad this did not discourage you. I am looking forward to seeing your next contribution :) This PR can be safely closed.