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biofunctions

This repository contains Python implementations of bioinformatics algorithms, including several that are featured in the Rosalind problem set.

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.

covid-data-analysis

A simple data visualization and analysis of Daily Covid data provided by John Hopkins University.

deep-learning-fundamentals-with-tensorflow

A series of notebooks that introduce Fundamental Deep Learning concepts with hands-on practice using TensorFlow.

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.

machine-learning-zero2hero

A series of notebooks that introduce Machine Learning concepts with hands-on practice and its mathematics in brief.

neurojedi

neurojedi.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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