Sequential Minimal Optimization (SMO) algorithm for Standard Quadratic Problems (StQPs) - Master's thesis in Computer Science & Engineering @ UNIFI
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Updated
Mar 29, 2023 - Python
Sequential Minimal Optimization (SMO) algorithm for Standard Quadratic Problems (StQPs) - Master's thesis in Computer Science & Engineering @ UNIFI
Pythonic sequential minimization optimization implementation for Support Vector Machines.
Classifing IRIS Dataset using SVM, DNN and SMO
This code was written during the writing of my undergraduate thesis as a means to understand the inner details of Support Vector Machines. This includes a rough translation of the original \epsilon -SVR and \nu -SVR based on the C source code (https://www.csie.ntu.edu.tw/~cjlin/libsvm/))
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