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  • Requires: Python >=3.6
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Project description

rusty-py-fim enables you to run fpgrowth in Python

Setup

pip install maturin
maturin develop

Running FIM in python

from rustyfim import fpgrowth, dci

res = fpgrowth(min_support=0.3, transactions=[[1,2,3],[2,3,4],[3,4,10],[3,4,20]])
# in dci algorithm, n_features is required for creating the bitmatrix in the first place
res = dci(min_support=0.3, transactions=[[1,2,3],[2,3,4],[3,4,10],[3,4,20]], n_features=21)

Result:

First pass took 0 ms, num_transactions=4.
Total runtime: 1 ms
[([3], 4), ([3, 4], 3), ([4], 3)]

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maturin build

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0.2.2

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