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

Jupyter Notebook 99.73% Python 0.27%

mlxtend data-mining association-rule-mining reddit subreddits recomendation-algorithm

association_rules_for_subreddits's Introduction

association_rules_for_subreddits

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

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.

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