FPGA-Accelerated SVM and WFSVM Implementations on PYNQ-Z2

This repository contains FPGA overlays, hardware configuration files, and Python control scripts used for implementing Support Vector Machine (SVM) and Weighted Feature SVM (WFSVM) models on the PYNQ-Z2 FPGA platform. The repository includes batch processing, parallel processing, optimized parallel processing, WFSVM, and BRAM-free implementations. These files support reproducibility of the experimental results reported in the associated journal publication.