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Güneykan Özgül's Projects

gitignore icon gitignore

A collection of useful .gitignore templates

hw3-updated icon hw3-updated

New repo to submit corrected version of hw3 programming part

hw4 icon hw4

Bayesian model selection

hw5 icon hw5

Variational Bayes and EM

ml-algorithms icon ml-algorithms

Implementation of some common ml algorithms in c++ for self practice

multi-class-text-classification----random-forest icon multi-class-text-classification----random-forest

this machine learning program is designed to classify multi-class categories of the text. it can be tested on any type of textual datasets. the size of the dataset this program was tested is about 3500 commit messages with 5 different labels. the classifier was evaluated by the claculated precision of 0.96, and recall of 0.94.

notes icon notes

Contains Example Programs and Notebooks for some courses at Bogazici University, Department of Computer Engineering

text_gcn icon text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

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