GitHub

Implementation of SVM using numpy and scipy

This project was created to deepen my understanding of the mathematical foundations behind SVMs. By building an SVM from scratch, I explored the fundamental concepts of margin maximization, kernel ...
IEEE

FPGA Implementation of SVM Decision Function Based on Hardware-Friendly Kernel

Abstract: We present a design scheme for SVM decision function based on the hardware-friendly kernel on FPGA device. This scheme is suitable for classification and regression problems. We adopt ...
GitHub

Implementation-of-SVM-For-Spam-Mail-Detection

1.Import required libraries for encoding detection, data handling, text processing, machine learning, and evaluation. 2.Open the dataset file (spam.csv) in binary mode and detect its character ...
IEEE

Equivalent Implementation of ZVS-SVM with Carrier-Based PWM Scheme

Abstract: To simplify the PWM generation process of softswitching three-phase inverters, equivalent implementation of zero-voltage-switching space-vector-modulation (ZVS-SVM) with carrier-based PWM ...