Earlier code

Implementations of established methods that helped build my foundations in machine learning.

← Research

Convolutional Fuzzy Neural Network

Implementation of Hsu et al.’s Fuzzy-CNN architecture for object classification with a small training database.

Code & documentation ↗

Incremental learning with ID5

Implementation of Utgoff’s incremental decision-tree algorithm, with tree updates as new instances arrive and cross-validation for evaluation.

Code & documentation ↗

Looking for research software? Repository links are listed with each research project.