albarqouni
Professor @ Uni. bonn | AI Young Investigator Group Leader @ Helmholtz AI | Fmr. Research Scientist @ Imperial College London, ETH Zürich, and TU Munich
University of BonnBonn, Germany
Pinned Repositories
albarqouni.github.io
awesome-deep-learning-papers
The most cited deep learning papers
benchmarkcrowd
Automatically exported from code.google.com/p/benchmarkcrowd
Data-Science--Cheat-Sheet
Cheat Sheets
Deep-Learning-for-Medical-Applications
Deep Learning Papers on Medical Image Analysis
Federated-Learning-In-Healthcare
A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
MATLAB
MATLAB Toolboxes
SemiSupervisedDLForFCNs
The official source code for the paper "Semi-supervised deep learning for fully convolutional networks", prototyped in MATLAB and using MatConvNet.
ROAM
ROAM: Random Layer Mixup for Semi-Supervised Learning in Medical Imaging
albarqouni's Repositories
albarqouni/Deep-Learning-for-Medical-Applications
Deep Learning Papers on Medical Image Analysis
albarqouni/Federated-Learning-In-Healthcare
A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.
albarqouni/Data-Science--Cheat-Sheet
Cheat Sheets
albarqouni/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
albarqouni/PalAIGeeks
Palestinian AI and DL Geeks
albarqouni/pml-book
"Probabilistic Machine Learning" - a book series by Kevin Murphy
albarqouni/albarqouni.github.io
albarqouni/AI-Deep-Learning-Lab-2023
albarqouni/aws-ai-bootcamp-labs
This library holds a collection of Notebooks and code examples for AWS AI Bootcamps.
albarqouni/CapsNet-Tensorflow
A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules
albarqouni/Creative-Commons-Markdown
Markdown-formatted Creative Commons licenses
albarqouni/deeplearning-cfn
CFN cluster for DeepLearning AMIs.
albarqouni/dlbook_notation
LaTeX files for the Deep Learning book notation
albarqouni/DLTK
Deep Learning Toolkit for Medical Image Analysis
albarqouni/eeda2023
albarqouni/Examples-PCA-tSNE
Some examples of using PCA and t-SNE for dimensionality reduction in Python and R
albarqouni/fair-workshop.github.io
albarqouni/fedpa
Federated posterior averaging implemented in JAX
albarqouni/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
albarqouni/healthcare
albarqouni/MONAI
AI Toolkit for Healthcare Imaging
albarqouni/paip-lisp
Lisp code for the textbook "Paradigms of Artificial Intelligence Programming"
albarqouni/pcam
The PatchCamelyon (PCam) deep learning classification benchmark.
albarqouni/presentations
albarqouni/realistic-ssl-evaluation
Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"
albarqouni/stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
albarqouni/starter-hugo-academic
🎓 Hugo Academic Theme 创建一个学术网站. Easily create a beautiful academic résumé or educational website using Hugo, GitHub, and Netlify.
albarqouni/swot
Identify email addresses or domains names that belong to colleges or universities. Help automate the process of approving or rejecting academic discounts.
albarqouni/the-gan-zoo
A list of all named GANs!
albarqouni/Unsupervised_Anomaly_Detection_Brain_MRI
Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study