fptree

Implementation of FPTree-Growth and Apriori-Algorithm for finding frequent patterns in Transactional Database.

An open-source FPTree implementation

Data Mining course projects

Data Mining course projects

Python实现FP树

FP-Growth python3 implementation based on: "J. Han, H. Pei, and Y. Yin. Mining Frequent Patterns without Candidate Generation. In: Proc. Conf. on the Management of Data (SIGMOD’00, Dallas, TX). ACM Press, New York, NY, USA 2000"

C++ implementation of FPtree, a part of FPGrowth algorithm (Frequent Pattern Mining)

Given transaction data, interesting buying patterns are found out using Apriori and FP-Growth algorithm.

C++ Header-only FP-growth library

Contains FP Tree and FP Growth, decision tree implementation and small programs developed using Tensorflow

Generate FP-Growth Tree of a dataset with visualized graph output.

Data Mining Project