cache optimised update 1

[lithium-anode]

No description provided.

[bunsamosa-bot]

Thank you from Opening this Pull Request, @lithium-anode ! A Maintainer will review it soon!

[lithium-anode]

I noticed a parameter error in my code and so i pushed a new commit "cache optimised update 2"

[lithium-anode]

@Icarus131 can you please review the most recent commit i pushed

[Icarus131]

check the performance diff again, looks like it is a negative change

[lithium-anode]

check the performance diff again, looks like it is a negative change

alright, i'll look into it

[lithium-anode]

i have pushed the new commit with the corrected code. the optimised code performs faster

[lithium-anode]

@Icarus131 please review this code and let me know if there are any changes i should make

[lithium-anode]

[lithium-anode]

[lithium-anode]

@Icarus131 , I pushed a new commit which uses cache from functools. Im also attaching the output screenshots. i ran the code 10 times and i got a decrease in time in majority of these cases. can you please review this-

output_screenshots.pdf