Görkem Akgül's repositories
Biofunctions
This repository contains Python implementations of bioinformatics algorithms, including several that are featured in the Rosalind problem set.
Deep-Learning-Fundamentals-with-TensorFlow
A series of notebooks that introduce Fundamental Deep Learning concepts with hands-on practice using TensorFlow.
Machine-Learning-Zero2Hero
A series of notebooks that introduce Machine Learning concepts with hands-on practice and its mathematics in brief.
Brain-Tumor-Segmentation-using-3DUNet
A work on segmenting brain tumors on BraTS Dataset using Pre-trained and Fully-trained 3D U-Nets with commonly used loss functions to assess the effect of loss function on generalization error.
CNNs-Introduction
A series of notebooks that provides an in-depth introduction to Convolutional Neural Networks and the most common CNN architectures with hands-on practices.
DeepLabV3Plus-TF-Backbones
This project extends support for DeepLabV3+ implementation on TensorFlow with multiple backbones, including: ResNet50/101/V2, DenseNet121/169, MobileNet/V2, and VGG16/19.
Covid-Data-Analysis
A simple data visualization and analysis of Daily Covid data provided by John Hopkins University.
Neurojedi.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes