Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.

One-shot Generative Prior in Hankel-k-space for Parallel Imaging Reconstruction

modified dockerized XNAT version for Ubuntu, out of the box.

Replicated stochastic gradient descent in Federated Learning

Docker CLI package for the vantage6 infrastructure

EPFL Course - Optimization for Machine Learning - CS-439

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Ruby on Rails

Master the command line, in one page

[ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization

Physics-based neural network with Sine Activation Function

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

Using the random decision forests to explain the the predictions of the black-box in decentralized setting, and at the same time we used this explanations to detect the attacks on the training proc…

COVID-CT-Dataset: A CT Scan Dataset about COVID-19

Reverse engineering kahoot.it

A modern static resume template and theme. Powered by Jekyll and GitHub pages.

A collection of useful python, numpy & pytorch tricks

Smooth Adversarial Examples

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.