Büşra Oğuzoğlu's repositories
CMPE160.01-Spring-2022
Introduction to Object Oriented Programming
CYK-Parser-with-Turkish-CFG
Implementation of CYK algorithm to act as a recognizer and parser with Turkish CFG.
Java-Study-Materials
This repo contains study materials for Java programming language
Turkish-NLP-Preprocessing-module
Preprocessing tool for Turkish NLP that contains tokenizer, normalizer, stop-word eliminator and stemmer
Turkish-Subword-Tokenization
Tested methods: BPE, Wordpiece, Unigram LM. For CMPE 58T Advanced NLP Course.
NLP-Mini-Projects
Some Test Projects for Future Reference. 1. Text classification with CNN's on Kaggle REAL and FAKE news dataset.
Protein-Sequence-Embeddings
Creating/testing different embeddings of sample Protein sequences from www.uniprot.org
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
GMM-From-Scratch
Implementation of Gaussian Mixture Model with EM Algorithm from scratch.
Homography-and-Image-Stitching-From-Scratch
Implementation of image stitching using homography to create panoramic images.
Logistic-Regression-From-Scratch
Implementation of Logistic Regression from Scratch Using Numpy
mbed-morse-converter
First lab of Bilkent University CS431 Embedded Systems Course. Written by Şamil İraz, Gülnihal Muslu and Büşra Oğuzoğlu.
Network-Based-Disease-Spread-Simulation
Python code for disease spread simluation. NetworkX and Ndlib libraries were used.
SED-Programming-Language
Original Programming language created with lex & yacc for CS315 Programming Languages course project.
Word2Vec-Skip-Gram-Turkish
Used Gensim library.
Next-Word-Prediction-From-Scratch
Simple next word prediction model from scratch, implemented using only numpy.
Prot-Sequence-GNN
Graph Neural Networks for Protein Interaction Prediction
Turkish-NLI
Natural Language Inference for Turkish. Course Project for CMPE58T Advanced NLP Course of Boğaziçi University.
Articles-Stance-Sentiment-Analysis
Sentiment and stance analysis of online articles and news about Israel-Hamas war.
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.
CIFAR10-Object-Classification
Simple 3 layer CNN for object classification task on CIFAR10 dataset. 87% on test.
Image-Classification-Using-AWS-Sagemaker
Project for Udacity AWS Machine Learning Engineer Nanodegree
Image-Similarity-Search
Using CLIP for Multimodal Image Search
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
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.