The Qualcomm® AI Hub Models are a collection of state-of-the-art machine learning models optimized for performance (latency, memory etc.) and ready to deploy on Qualcomm® devices.

Implementation of the KLMS framework by the authors of the AISTATS 2024 paper "Adaptive Compression in Federated Learning via Side Information".

Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated Learning".

Flower: A Friendly Federated AI Framework

Publication-ready NN-architecture schematics.

Mediterranean Machine Learning school tutorials

A high performance topological machine learning toolbox in Python

Homeworks solutions for the Artificial Neural Networks course @EPFL

Material for the EPFL master course "A Network Tour of Data Science", edition 2018.

A high-performance topological machine learning toolbox in Python