Scaleout
Enabling machine learning without compromising on data ownership and privacy.
Uppsala, Sweden
Pinned Repositories
digital-pathology-tutorial
Federated digital pathology: classification of Acute Myeloid Leukemia (AML) cells with a CNN.
edgelab
AGX client configurations for AI Sweden EdgeLab
examples
Examples, how-tos and tutorials for FEDn and STACKn.
fedn
FEDn: A production-grade, open federated learning framework. This repository contains the open source Python framework, CLI and API.
fedn-android-client
Android / Kotlin client API for FEDn [experimental]
fedn-cpp-client
C++ client API for FEDn [experimental]
power-consumption-tutorial
Federated data center power consumption prediction.
stackn
A minimalistic and pluggable machine learning platform for Kubernetes.
tee-serve
Lightweight model serving in Trusted Execution Environments.
workshop-intro-to-fedn
Scaleout's Repositories
scaleoutsystems/fedn
FEDn: A production-grade, open federated learning framework. This repository contains the open source Python framework, CLI and API.
scaleoutsystems/stackn
A minimalistic and pluggable machine learning platform for Kubernetes.
scaleoutsystems/power-consumption-tutorial
Federated data center power consumption prediction.
scaleoutsystems/digital-pathology-tutorial
Federated digital pathology: classification of Acute Myeloid Leukemia (AML) cells with a CNN.
scaleoutsystems/examples
Examples, how-tos and tutorials for FEDn and STACKn.
scaleoutsystems/workshop-intro-to-fedn
scaleoutsystems/tee-serve
Lightweight model serving in Trusted Execution Environments.
scaleoutsystems/charts
Scaleout Helm Chart Repository
scaleoutsystems/fedn-android-client
Android / Kotlin client API for FEDn [experimental]
scaleoutsystems/FEDn-client-fraud-keras
FEDn project, credit card fraud
scaleoutsystems/fedn-cpp-client
C++ client API for FEDn [experimental]
scaleoutsystems/studio-cli
Command Client Interface (CLI) for studio
scaleoutsystems/transformers-example-project
STACKn example - deployment of a Swedish BERT model developed at the Swedish Unemployment Agency
scaleoutsystems/ASSIST-workshop-120522
Federated Brain Tumor Segmentation (BRATS)
scaleoutsystems/FEDn-client-casa-keras
scaleoutsystems/FEDn-client-imdb-keras
FEDn client for federated sentiment analysis
scaleoutsystems/fedn-edge-demo-nanos
Project used for the edge learning setup with Jetson Nanos
scaleoutsystems/FEDn-ImageSegmentation-tutorial
scaleoutsystems/labs
scaleoutsystems/studio-api
Django app for handling REST-API in studio
scaleoutsystems/studio-apps
Django app for app and app instances in studio/stackn
scaleoutsystems/studio-kube-controller
scaleoutsystems/studio-models
Django app for handling ML models in stackn/studio
scaleoutsystems/studio-monitor
Django app for monitoring features in stackn/studio
scaleoutsystems/studio-portal
Django app for common portal in stackn/studio
scaleoutsystems/studio-projects
Django app for handling projects in stackn/studio
scaleoutsystems/tee-attestation
In this proof of concept we securely provision FEDn client and combiner tokens with Gramine.
scaleoutsystems/tee-gc
Gramine container for FEDn
scaleoutsystems/tee-iot
scaleoutsystems/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.