BioFEFI v1.0.0 released

University of Nottingham researchers, including some of the Materials for Medical Devices team (Grazziela Figuredo, Eduardo Aguilar) and alumni (Jimiama Mafeni Mase, Reza Omidvar) have just released BioFEFI, a Python Toolkit for Machine Learning.

BioFEFI is an open-source, extensible tool for reproducible Machine Learning Modelling and results interpretation. It was originally designed for QSAR/QSPR modelling in biomaterials discovery, but can be applied to any tabular data classification or regression tasks. Version 1.0.0 contains tools for data visualisation and basic pre-processing, it has a collection of machine learning models and interpretation approaches, including fuzzy fusion.

The theoretical work underpinning the development of the tool can be found in the following articles:

https://doi.org/10.1016/j.neucom.2022.09.053

https://doi.org/10.3390/app112411854