Published July 20, 2026
| Version v1.0.0
Software
Open
kanfood: interpretable Kolmogorov–Arnold networks for food spectroscopy
Authors/Creators
- 1. Yildiz Technical University, Department of Food Engineering
Description
Leakage-free, equal-budget pipeline benchmarking an interpretable Kolmogorov-Arnold network against PLS, SVR, random forest, MLP and a 1-D CNN for food adulteration and quality analysis by FTIR/NIR spectroscopy, with closed-form symbolic equations and chemically meaningful response curves. Ships with the open tahini adulteration FTIR dataset (CC-BY-4.0).
Notes
Files
abdulhamidbatayhi123/kanfood-tahini-mango--v1.0.0.zip
Additional details
Related works
- Is supplement to
- Software: https://github.com/abdulhamidbatayhi123/kanfood-tahini-mango-/tree/v1.0.0 (URL)