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

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FirstGalacticEmpire/association_rules_for_subreddits

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afe4a14 · Feb 25, 2022

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association_rules_for_subreddits

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

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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.