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Giovanni Tjahyamulia's Projects

ipalembang-wwdc21-swift icon ipalembang-wwdc21-swift

This is my submission for the Apple WWDC21 Swift Student Challenge and I was selected to be 1 of 350 winners worldwide. This Swift Playground show everything Palembang related by virtual travelling with design, history, and mini-game to make it fun.

sistema-datapilar icon sistema-datapilar

This is a project I did for my Technical Test as iOS Developer at Sistema Datapilar. I develop a native iOS App using UIKit with MVVM design pattern. In this project, I am fetching data from API provided using Alamofire and Kingfisher.

spk-saw-php icon spk-saw-php

In this repository you can create a decision-making system (in Indonesian known as Sistem Pengambilan Keputusan or SPK) using the Simple Additive Weighting (SAW) method.

svm-glcm-colormoments-matlab icon svm-glcm-colormoments-matlab

This is a thesis that I did to get a Bachelor's degree in Informatics at MDP University. On this repository you can use it for classification using the SVM method, SVM-GLCM, SVM-Color Moments, and SVM-GLCM-Color Moments by using several kernels such as linear, polynomial, and RBF by replacing the kernel. In addition there is a script that can be used to resize automatically per folder per file that the results will be moved to the new directory.

svm-glcm-colormoments-python icon svm-glcm-colormoments-python

This is a thesis that I did to get a Bachelor's degree in Informatics at MDP University. On this repository you can use it for classification using the SVM method, SVM-GLCM, SVM-Color Moments, and SVM-GLCM-Color Moments by using multiple kernels such as linear, RBF, Polynomial, and sigmoid, some GLCM angles like 0, 45 , 90 and 135, the value of C is 0.1, 1, and 10, gamma with auto and scale values. In addition there is a script that can be used to resize automatically per folder per file that the results will be moved to the new directory. There is also a file for doing Random Split automatically per folder per file that the results will be moved to the new directory.

text-processing-php icon text-processing-php

In this repository, you can do text processing, such as indexing, preprocessing, stemming, stopword removal, and tokenization. You can also calculate the relevance of a document using using the Vector Space Model (VSM) method and Query.

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