Skip to content

Subreddit recomendation system based on association rules harvested using data mining algorithms.

Notifications You must be signed in to change notification settings

FirstGalacticEmpire/association_rules_for_subreddits

Folders and files

NameName
Last commit message
Last commit date

Latest commit

afe4a14 · Feb 25, 2022

History

53 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

association_rules_for_subreddits

Done by: Kacper Trębacz, Maciej Filanowicz, Jan Gruszczyński, Mikołaj Kruś.

This is an image This is an image This is an image This is an image This is an image This is an image This is an image

Association rules

In order to reproduce our results concerning association rules, please go to arules folder. In this folder run Generate-association-rules-final.ipynb to generate them and save results to a file. In order to play with our recomendation system, please run GetRulesFromPandas.ipynb . In this notebook generated rules will be loaded and example recomendations generated. You can generate your own recomendation by using get_rules() function from this file.

Caution At least 16GB of RAM are needed.