MIPS, The migrant implementation system 1.0

Thomas Fannes, Jan Ramon, Kurt De Grave, Ashraf Kibriya — Tue, 28 Apr 2015 15:07:05 -0000

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".

mloss.org MIPS, The migrant implementation system

MIPS, The migrant implementation system 1.0

Modules

Acknowledgements