Hakan Tekgul's repositories

CSMA-CA-Simulation

MATLAB Simulation of CSMA/CA Protocol for Wireless Communication

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COVID-19_Classification

A classifier to detect whether a patient has COVID 19 virus or not from chest X-Ray images.

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Echolocation

An acoustic echolocation sensor to measure the distance between a smartphone and a reflector.

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Brain_Tumor_Classification

A Brain Tumor Classification Project for Digital Image Processing class (ECE 6258) at Georgia Tech.

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CIFAR_10_Neural_Network

Implementation of multi-layer neural networks on the CIFAR-10 Image classification dataset.

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cs7641-assignment2

Assignment 2 code for CS 7641 Machine Learning class at Georgia Tech.

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ML_Automated_Trading_Robinhood

Machine Learning based Automated Trading with Robinhood app

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Pool_Detector

A classifier for swimming pool detection based on satellite images.

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cs7641-assignment1

Code for Supervised Learning Assignment - CS 7641 Georgia Tech

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speech_music_classifier

A speech/music classifier than can distinguish whether a given audio file is a speech or any type of music. After our experiments, we were able to achieve 95% accuracy.

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cs7641-assignment3

Assignment 3 code for CS 7641 Machine Learning class at Georgia Tech.

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cs7641-assignment4

Assignment 4 code for CS 7641 Machine Learning class at Georgia Tech.

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doppler

:wave: Motion detection using the doppler effect

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Doppler-Sensing

Velocity sensor of a smartphone using wireless access points and Doppler Effect.

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Force-2020-Machine-Learning-competition

the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.

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kl_divergence_fault_injections

Fault injections into probability distributions and calculating the KL divergence

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langchain

⚡ Building applications with LLMs through composability ⚡

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leetcode_problems

Problems and solutions from leetcode in Python3

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LLFI

LLFI is an LLVM based fault injection tool, that injects faults into the LLVM IR of the application source code. The faults can be injected into specific program points, and the effect can be easily tracked back to the source code. Please refer to the paper below. NOTE: If you publish a paper using LLFI, please add it to PaperLLFI.bib

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mleng-exercise

Machine Learning Engineer Offline Exercise

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observe-2023-langchain-workshop

The repository for Arize:Observe 2023 Workshop on Integrating LangChain and Arize

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psi

Exact Inference Engine for Probabilistic Programs

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security_stuff

some shell code

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shark-kernel

a monolithic operating system developed from scratch.

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speech_recognition_automation

A basic Turkish speech recognition and task automation program that is based on Microsoft API

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tutorials_python

python jupyter notebook tutorials

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web-deep-learning-classifier

Deep Learning model to classify food (Web App)

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wireless-radio

A basic wireless receiver system that detects any transmitted text message.

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