Büşra Oğuzoğlu (busraoguzoglu)

busraoguzoglu

Geek Repo

Company:Arçelik Global

Location:Istanbul

Home Page:https://medium.com/@busra.oguzoglu

Twitter:@BusraOguzoglu

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Büşra Oğuzoğlu's repositories

CMPE160.01-Spring-2022

Introduction to Object Oriented Programming

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CYK-Parser-with-Turkish-CFG

Implementation of CYK algorithm to act as a recognizer and parser with Turkish CFG.

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Java-Study-Materials

This repo contains study materials for Java programming language

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Turkish-NLP-Preprocessing-module

Preprocessing tool for Turkish NLP that contains tokenizer, normalizer, stop-word eliminator and stemmer

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Turkish-Subword-Tokenization

Tested methods: BPE, Wordpiece, Unigram LM. For CMPE 58T Advanced NLP Course.

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NLP-Mini-Projects

Some Test Projects for Future Reference. 1. Text classification with CNN's on Kaggle REAL and FAKE news dataset.

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Protein-Sequence-Embeddings

Creating/testing different embeddings of sample Protein sequences from www.uniprot.org

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busraoguzoglu

My personal repository

Codela-Practice

Answers to Practice Questions (May not be complete or completely correct)

Color-Quantization-and-Connected-Components-Analysis

Implementation of K-means algorithm for color quantization and connected components analysis algorithms from scratch

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GMM-From-Scratch

Implementation of Gaussian Mixture Model with EM Algorithm from scratch.

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Homography-and-Image-Stitching-From-Scratch

Implementation of image stitching using homography to create panoramic images.

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Logistic-Regression-From-Scratch

Implementation of Logistic Regression from Scratch Using Numpy

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mbed-morse-converter

First lab of Bilkent University CS431 Embedded Systems Course. Written by Şamil İraz, Gülnihal Muslu and Büşra Oğuzoğlu.

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MNIST-VAE

VAE Implementation with LSTM Encoder and CNN Decoder

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Network-Based-Disease-Spread-Simulation

Python code for disease spread simluation. NetworkX and Ndlib libraries were used.

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SED-Programming-Language

Original Programming language created with lex & yacc for CS315 Programming Languages course project.

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Next-Word-Prediction-From-Scratch

Simple next word prediction model from scratch, implemented using only numpy.

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Prot-Sequence-GNN

Graph Neural Networks for Protein Interaction Prediction

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Turkish-NLI

Natural Language Inference for Turkish. Course Project for CMPE58T Advanced NLP Course of Boğaziçi University.

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Articles-Stance-Sentiment-Analysis

Sentiment and stance analysis of online articles and news about Israel-Hamas war.

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Camera-Geo-Estimation

Camera Geometry Estimation: Estimating camera geometry from a picture of a box. After the calculations, the camera matrix that has been found is tested by placing geometric objects(?), not really objects but some drawings. We can place objects as well though.

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CIFAR10-Object-Classification

Simple 3 layer CNN for object classification task on CIFAR10 dataset. 87% on test.

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Image-Classification-Using-AWS-Sagemaker

Project for Udacity AWS Machine Learning Engineer Nanodegree

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Image-Similarity-Search

Using CLIP for Multimodal Image Search

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Operationalizing-ML-on-SageMaker

Leveraging AWS services to optimize, configure, and prepare models for deployment in a production environment. Project for Udacity AWS Machine Learning Engineer Nanodegree

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Stellar-Graph-Link-Prediction

Link prediction on a created graph using stellar graph library with different methods: GraphSAGE, HinSAGE, Metapath2Vec. TODO: Codes need to be organized.

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