An
Open-Source Data
An Open-Source Data
Mining Library
Mining Library
Copyright © 2008-2020
Copyright © 2008-2020
Copyright © 2008-2020
Philippe Fournier-Viger
Philippe Fournier-Viger
Philippe Fournier-Viger
All rights reserved.
All rights reserved.
All rights reserved.
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Introduction
Introduction
Algorithms
Algorithms
Download
Download
Documentation
Documentation
Datasets
Datasets
FAQ
FAQ
License
License
Contributors
Contributors
Citations
Citations
Performance
Performance
Developers's guide
Developers's guide
Videos
Videos
Other resources
Other resources
Forum
Forum
Blog
Blog
0891160
0891160
Introduction
SPMF is an
open-source data mining mining library written in
Java,
specialized in pattern mining (the discovery of patterns in data) .
It is distributed under the GPL v3 license.
It offers implementations of 196 data mining algorithms for:
association rule mining,
itemset mining,
sequential pattern
sequential rule mining,
sequence prediction,
periodic pattern mining,
episode mining
high-utility pattern mining,
time-series mining.
clustering and classification,
The source code of each algorithm can be easily integrated in other Java software.
Moreover, SPMF can be used as a standalone program with a simple user interface or from the command line.
SPMF is fast and lightweight (no dependencies to other libraries).
The current
version is
v2.42b and was released the
11th March 2020.