Description:

The MiGraNT project (Mining Graphs and Networks: a Theory-based approach) aims to develop a sound theoretical understanding of mining and learning with graphs. MIPS is a library of effective algorithms, based on this theory. It is written in C++ and strongly benefits from the meticulous use of templates, which allows to unite flexibility and efficiency.

Modules

We are working on additional modules, which we release only when they become sufficiently polished. Currently the following modules are available:

• frequent trees mining
• Decision tree learning

Acknowledgements

This work is supported by ERC Starting Grant 240186 "MiGraNT: Mining Graphs and Networks: a Theory-based approach".

Changes to previous version:

description update

BibTeX Entry: Download

Supported Operating Systems: Platform Independent

Data Formats: Multiple Representations Format

Tags: Graph, Data Mining, Decision Tree

Archive: download here

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