There is a newer version of the record available.

Published September 27, 2026 | Version v2.1.0
Software Open

kanfood: Kolmogorov–Arnold networks as closed-form calibrations for food spectroscopy

Authors/Creators

  • 1. Yildiz Technical University, Department of Mechatronics Engineering
  • 2. Yildiz Technical University, Department of Food Engineering

Description

Code, results and the open tahini ATR-FTIR adulteration dataset for a leakage-free comparison of a Kolmogorov-Arnold network with PLS, SVR, random forest, MLP and 1-D CNN calibrations (tahini by ATR-FTIR, mango dry matter by NIR), including the extraction of closed-form calibration equations.

Notes

If you use this software or the tahini dataset, please cite both the article and this repository.

Files

abdulhamidbatayhi123/kanfood-tahini-mango--v2.1.0.zip

Files (32.1 MB)

Name Size
md5:6513d737d24e09b2c41ccc79a07f3524
32.1 MB Preview Download

Additional details

Related works

Is supplement to
Software: https://github.com/abdulhamidbatayhi123/kanfood-tahini-mango-/tree/v2.1.0 (URL)

Software

Repository URL
https://github.com/abdulhamidbatayhi123/kanfood-tahini-mango-