Mostafa ElAraby's repositories
loss-landscapes
Approximating neural network loss landscapes in low-dimensional parameter subspaces for PyTorch
BACS-Continual-Semantic-Segmentation
A novel framework that uses foreground class prototypes along with dark experience replay to alleviate both catastrophic forgetting and background shift in semantic segmentation (where old classes are having ground truth background in future tasks).
OOD_papers
Out Of Distribution Detection Papers List
lightning-bolts
Toolbox of models, callbacks, and datasets for AI/ML researchers.
Sequoia
The Research Tree - A playground for research at the intersection of Continual, Reinforcement, and Self-Supervised Learning.
Real-DEEL-Dark-Experience
Entry for CL vision workshop CVPR@21 under name Real-Deel https://eval.ai/web/challenges/challenge-page/829/overview
gym-duckietown
Self-driving car simulator for the Duckietown universe
generalization-gap-features-tensorflow
Features extractors for tensorflow models used to estimate generalization gap
challenge-aido_LF-baseline-dagger-pytorch
imitation learning baseline with dataset aggregation.
wavegan-pytorch
Pytorch Implementation of wavegan model to generate audio
pytorch-summary
Model summary in PyTorch similar to `model.summary()` in Keras
cyclic-gan-music-source-separation
Project exploring music source separation using Cyclic GAN in the waveform domain as in wavgan
gan-random-projection-pytorch
A notebook explaining the difference between DCGAN and using multiple random projections to train several discriminators
cvxpy
A Python-embedded modeling language for convex optimization problems.
udem-fall19-public
Public accompanying repository for Universite de Montreal's IFT 6757: Autnonomous Vehicles, Fall 2019.
Numpy-MLP-MNIST
an mlp model made using numpy for learning purposes on MNIST dataset
image-features-extraction-for-adclicking
This module is used to extract image features that can be later used for ad clicking prediction as in https://maths-people.anu.edu.au/~johnm/courses/mathdm/talks/dimitri-clickadvert.pdf .
botbuilder-dotnet
.NET SDK used to build chat bots for the Microsoft Bot Framework.
botbuilder-js
JavaScript SDK used to build chat bots for the Microsoft Bot Framework.
Tensorflow-Keyword-Spotting
Keyword spotting using various architecture like convolutional vggnet , 1D convolutional network and CTC.
seq2seq
A general-purpose encoder-decoder framework for Tensorflow
articles-clustering
This application uses k-means ,TF-IDF and mysql to create a set of related articles .....
hfs
A simple approach towards Distributed File System File systems over the network was introduced as an approach of sharing files over the network, which was at the time of small number of computers acceptable performance but with the growth of the internet and the growth of the data there was a need to a highly available approach to reach all the files over the network in high-speed, with the need for that files among the network appears to be on the same disk.