This repo contains all the notebooks mentioned in blog.

Notes & Code to go over "Grokking Deep Learning" Book by Andrew Trask

I put all my exploration around AI in reproducible notebooks in this repository

Repo on unlearning in FL. FYP22002@HKUCS.

A notebook of awesome privacy protection,federated learning, fairness and blockchain research materials.

Repository containing notebooks that implement different Federated Learning algorithms using PyTorch

Implementations notebooks and scripts of secured and private ai scholarship challenge from facebook.

A repository with Python code, in the form of understandable Jupyter Notebooks, to facilitate federated learning with the educational analytics datasets OULAD, EdNet, and KDD Cup 2015.

Federated learning experiments on NIH Chest X-ray14 dataset — includes notebook, reproducible scripts, configuration files, and launcher for local experiments.

🏫🙋🏻 [WIP] Self learn Federated Learning (FL). This repository is a collection of resources, notebooks, blogs, and tutorials for beginners.

This repository contains some jupiter notebooks to issue the requirements of the Advanced Machine Learning exam applied in the Federated Learning scenario

🏫📝 This repository contains my notes and notebooks from the short course by Deeplearning.AI x Flower Labs on Intro to Federated Learning.

Experiments at the intersection of ML security & privacy: adversarial attacks/defenses (FGSM/PGD, adversarial training), differential privacy (DP-SGD, ε–δ), federated learning privacy (secure aggregation), and auditing (membership/model inversion). PyTorch notebooks + eval scripts.