Welcome to MDFS home!
MDFS is a software designed and implemented to assist in MultiDimensional Feature Selection (MDFS).
MDFS is released under GPLv3.
The engine core is written in optimised C++ and CUDA code.
We currently offer an R package, available from CRAN, as well as a Python package, available from PyPI. Their versions stay in sync.
Since 2023-07-18, the development is open to public and handled with GitHub: https://github.com/mdfeatureselection
Want to know more? We have published two papers discussing both the approach and the software itself:
© 2023 Radosław Piliszek, Krzysztof Mnich, Witold Rudnicki and contributors