scaleoutsystems

fedn

FEDn: A production-grade, open federated learning framework. This repository contains the open source Python framework, CLI and API.

stackn

A minimalistic and pluggable machine learning platform for Kubernetes.

power-consumption-tutorial

Federated data center power consumption prediction.

digital-pathology-tutorial

Federated digital pathology: classification of Acute Myeloid Leukemia (AML) cells with a CNN.

examples

Examples, how-tos and tutorials for FEDn and STACKn.

workshop-intro-to-fedn

tee-serve

Lightweight model serving in Trusted Execution Environments.

charts

Scaleout Helm Chart Repository

fedn-android-client

Android / Kotlin client API for FEDn [experimental]

FEDn-client-fraud-keras

FEDn project, credit card fraud

fedn-cpp-client

studio-cli

Command Client Interface (CLI) for studio

transformers-example-project

STACKn example - deployment of a Swedish BERT model developed at the Swedish Unemployment Agency

ASSIST-workshop-120522

Federated Brain Tumor Segmentation (BRATS)

FEDn-client-casa-keras

FEDn-client-imdb-keras

FEDn client for federated sentiment analysis

fedn-edge-demo-nanos

Project used for the edge learning setup with Jetson Nanos

FEDn-ImageSegmentation-tutorial

labs

studio-api

Django app for handling REST-API in studio

studio-apps

Django app for app and app instances in studio/stackn

studio-kube-controller

studio-models

Django app for handling ML models in stackn/studio

studio-monitor

Django app for monitoring features in stackn/studio

studio-portal

Django app for common portal in stackn/studio

studio-projects

Django app for handling projects in stackn/studio

tee-attestation

In this proof of concept we securely provision FEDn client and combiner tokens with Gramine.

tee-gc

Gramine container for FEDn

tee-iot

tee-mnist

This is an example of the classic MNIST hand-written text recognition task using FEDn with the PyTorch C++ API. Optionally, you can run the example with Intel SGX.