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.
pml-book
"Probabilistic Machine Learning" - a book series by Kevin Murphy
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/benchmarkcrowd
Automatically exported from code.google.com/p/benchmarkcrowd
albarqouni/awesome-deep-learning-papers
The most cited deep learning papers
albarqouni/MATLAB
MATLAB Toolboxes
albarqouni/python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
albarqouni/gcn
Implementation of Graph Convolutional Networks in TensorFlow
albarqouni/jupyter-blog
Create a blog using Jupyter and Pelican.
albarqouni/NTURGB-D
Info and sample codes for "NTU RGB+D Action Recognition Dataset"
albarqouni/pix2pix
Image-to-image translation using conditional adversarial nets
albarqouni/pyconto
Python Connectome Toolbox
albarqouni/python-machine-learning-book
The "Python Machine Learning" book code repository and info resource
albarqouni/pytorch
Python wrappers for torch and lua
albarqouni/rossant.github.io
albarqouni/tensorflow
Computation using data flow graphs for scalable machine learning
albarqouni/TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners