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Burak Nayır's Projects

environmental-sound-classification icon environmental-sound-classification

Environmental sound classification is the preprocessing and the classification of the sounds obtained from the everyday environment. It is a crucial method to interpret the sound signals and use them in various applications. Our dataset includes a total of 2000 samples labeled under 50 specific types. To overcome this challenge, we tried various machine learning and deep learning methods such as CNN and CRNN. I also tried to augment the amount to data to provide more data to our model obtain higher performance from our models.

infinitymaze icon infinitymaze

This project is an implementation of a maze generation and rendering system in Rust, utilizing the Piston windowing library. It generates random mazes using a depth-first search algorithm and provides a visual representation of the maze on the screen.

log-gammatone-spectrogram icon log-gammatone-spectrogram

Log-Gammatone Spectrogram is used to classified sounds on Deep Learning Models. I wrote a python function to extract Log-Gammatone Spectrogram for a sound.

online-cplusplus-kursu icon online-cplusplus-kursu

Necati Ergin tarafından verilen Online C++ Programlama Dili Kursu. Kurs 9 Ocak 2020 tarihinde başlayacaktır.

parallel-sparse-matrix-vector-multiplication-symmetric-seven-banded-matrix-using-compress-sparse-row icon parallel-sparse-matrix-vector-multiplication-symmetric-seven-banded-matrix-using-compress-sparse-row

The code is about The Parallel Processing and Symmetric seven-banded matrix sparse matrix multiplication. The Parallel Processing increase performance if used correctly. Sparse matrix keep too memory usage however Sparse matrix process speed can be increased and memory usage can be decreased thanks to compress method. I selected Symmetric seven-banded matrix using Compress Sparse Row Format (CSR) storage scheme.

skiplist icon skiplist

Skip list algorithm give us the best results according to time complexity for search operation, delete operation and insert operation. Skip List looks like both linked list and array therefore, It takes best side of them.

snakegame icon snakegame

Hi everyone, we would like to introduce our Snake Game which is implemented on ARM Cortex M0 Microprocessor and we use a lcd screen which has 320*240 resolution.

someexamples icon someexamples

Sometimes I need to check that how I wrote a code. So to remember I copy old examples to this repository for myself and everyone.

url-classification icon url-classification

In spite of all the advantages it provides, the internet has become a platform used for online crimes today. These offenses are committed through URLs. My goal in this project is to identify and classify malicious URLs and develop an ML algorithm that can alert users to potential threats in advance. I used URL dataset (ISCX-URL-2016) from Canadian Institute for Cybersecurity. You can reach dataset using this url: https://www.unb.ca/cic/datasets/url-2016.html

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