A pytorch Lightning implementation for the SimSiam (Exploring Simple Siamese Representation Learning)

Explanation to key concepts in ML

A python package to read, analyse and visualize OCT and fundus data from various sources.

Tools for extracting the raw optical coherence tomography (OCT) and fundus data from proprietary file formats.

LaTeX template for reading groups presentations

This repository contains demos I made with the Transformers library by HuggingFace.

A simple implementation of Bootstrap Your Own latent paper

Learning and Building Convolutional Neural Networks using PyTorch

This repo. contains the code work of my thesis

This repo contains the source code and data of the research paper entitled with: Attitudes Evaluation Toward COVID-19 Pandemic: An Application of Twitter Sentiment Analysis and Latent Dirichlet All…

Pytorch implementation of SimSiam Architecture

This repository is mainly dedicated for listing the recent research advancements in the application of Self-Supervised-Learning in medical images computing field

a template for my python machine learning projects

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet

This project compares two learning paradigm, namely transfer-learning and self-supervised learning in a classification task of three retina disorders CNV, DME and DUSEN in addition to the normal co…

my personal webpage

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

PyTorch Tutorial for Deep Learning Researchers

step by step tutorial on neural networks

A curated list of automated machine learning papers, articles, tutorials, slides and projects