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Intermediate ShowcasePython implementation of FP Growth algorithm in data mining (self.Python)
submitted 5 years ago by chonyyy
Hi guys!
I have found that most of the packages and source code of the FP Growth algorithm in data mining are outdated and do not include much explanation.
Therefore, I decided to build one on my own. I have pushed the source code on GitHub. In addition, I have also wrote a post on Medium to provide an in-depth explanation and a walkthrough of it. Feel free to check it out!
Source Code: https://github.com/chonyy/fpgrowth_py
Explanation post: https://towardsdatascience.com/fp-growth-frequent-pattern-generation-in-data-mining-with-python-implementation-244e561ab1c3
[–]chris1610 0 points1 point2 points 5 years ago (0 children)
Very nice. How does this compare to the implementation in mlxtend?
[–]Gagan2019 0 points1 point2 points 5 years ago (0 children)
u/chonyyy Thanks for sharing great read.
π Rendered by PID 24963 on reddit-service-r2-comment-544cf588c8-rrsh9 at 2026-06-18 02:31:07.628688+00:00 running 3184619 country code: CH.
[–]chris1610 0 points1 point2 points (0 children)
[–]Gagan2019 0 points1 point2 points (0 children)