Repositories list

• fedn

  Public
  FEDn: An enterprise-ready open source federated learning framework. This repository contains the Python framework, CLI and API.

  tensorflowscikit-learnpytorch+ 7keras-tensorflowfederated-learningedge-aifederated-machine-learningfedmledge-mlfleet-learning

  Python

  •

  Apache License 2.0

  •34•143•3•8•Updated Nov 11, 2024Nov 11, 2024

• fedn-ultralytics-tutorial

  Public
  A tutorial of how to implement ultralytics models in a federated setting using FEDn

  Python

  •0•3•0•1•Updated Nov 11, 2024Nov 11, 2024

• charts

  Public
  Scaleout Helm Chart Repository

  Smarty

  •0•1•2•0•Updated Nov 8, 2024Nov 8, 2024

• fedn-cpp-client

  Public
  C++ client API for FEDn [experimental]

  C++

  •

  Apache License 2.0

  •0•1•0•0•Updated Nov 5, 2024Nov 5, 2024

• fedn-sandbox

  Public
  Jupyter Notebook

  •

  Apache License 2.0

  •0•0•0•0•Updated Nov 1, 2024Nov 1, 2024

• get-started-on-windows

  Public
  Tutorial for getting started with FEDn in Windows

  0•0•0•0•Updated Sep 24, 2024Sep 24, 2024

• power-consumption-tutorial

  Public
  Federated data center power consumption prediction.

  energytime-seriesfederated-learning

  Python

  •1•8•0•1•Updated Jun 25, 2024Jun 25, 2024

• fedn-android-client

  Public
  Android / Kotlin client API for FEDn [experimental]

  Kotlin

  •0•1•0•0•Updated May 23, 2024May 23, 2024

• fedn-edge-demo-nanos

  Public
  Project used for the edge learning setup with Jetson Nanos

  Python

  •

  Apache License 2.0

  •0•0•0•0•Updated Apr 23, 2024Apr 23, 2024

• studio-kube-controller

  Public
  Python

  •

  Apache License 2.0

  •0•0•0•0•Updated Apr 22, 2024Apr 22, 2024

• stackn

  Public archive
  A minimalistic and pluggable machine learning platform for Kubernetes.

  kubernetesmachine-learningdjango+ 12rstudiojupyter-notebookdashminiorshinymodel-servingtf-serving+ 5

  Python

  •

  Apache License 2.0

  •13•35•0•7•Updated Sep 18, 2023Sep 18, 2023

• studio-api

  Public
  Django app for handling REST-API in studio

  Python

  •

  Apache License 2.0

  •0•0•0•5•Updated Aug 7, 2023Aug 7, 2023

• studio-monitor

  Public
  Django app for monitoring features in stackn/studio

  Python

  •0•0•0•0•Updated Jul 4, 2023Jul 4, 2023

• studio-portal

  Public
  Django app for common portal in stackn/studio

  Python

  •0•0•0•0•Updated Jul 4, 2023Jul 4, 2023

• studio-models

  Public
  Django app for handling ML models in stackn/studio

  Python

  •0•0•0•0•Updated Jul 4, 2023Jul 4, 2023

• studio-apps

  Public
  Django app for app and app instances in studio/stackn

  Python

  •0•0•0•0•Updated Jul 4, 2023Jul 4, 2023

• studio-projects

  Public
  Django app for handling projects in stackn/studio

  Python

  •0•0•0•0•Updated Jul 4, 2023Jul 4, 2023

• studio-cli

  Public
  Command Client Interface (CLI) for studio

  Python

  •0•1•0•0•Updated Jun 28, 2023Jun 28, 2023

• digital-pathology-tutorial

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

  computer-visionstudiodigitalpathology+ 6acute-myeloid-leukemiakeras-tensoflowfedndeep-learningcnnconvolutional-neural-networks

  Jupyter Notebook

  •

  Other

  •3•6•0•1•Updated May 10, 2023May 10, 2023

• examples

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

  Jupyter Notebook

  •

  Apache License 2.0

  •5•6•5•0•Updated Feb 21, 2023Feb 21, 2023

• tee-gc

  Public
  Gramine container for FEDn

  Dockerfile

  •0•0•0•0•Updated Sep 6, 2022Sep 6, 2022

• tee-iot

  Public
  Python

  •0•0•0•0•Updated Aug 24, 2022Aug 24, 2022

• tee-mnist

  Public
  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.

  C++

  •0•0•0•0•Updated Aug 24, 2022Aug 24, 2022

• ASSIST-workshop-120522

  Public
  Federated Brain Tumor Segmentation (BRATS)

  segmentation3dcomputervision+ 2federated-learningbrain-tumor-segmentation

  Dockerfile

  •0•0•0•0•Updated May 11, 2022May 11, 2022

• tee-attestation

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

  Dockerfile

  •0•0•0•0•Updated Apr 26, 2022Apr 26, 2022

• FEDn-ImageSegmentation-tutorial

  Public
  Python

  •1•0•1•0•Updated Apr 13, 2022Apr 13, 2022

• tee-serve

  Public
  Lightweight model serving in Trusted Execution Environments.

  aiteemlops+ 1modelserving

  Dockerfile

  •0•2•0•0•Updated Jan 12, 2022Jan 12, 2022

• FEDn-client-casa-keras

  Public archive
  Python

  •1•0•0•0•Updated Dec 19, 2021Dec 19, 2021

• transformers-example-project

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

  Jupyter Notebook

  •

  Other

  •0•1•0•0•Updated Oct 11, 2021Oct 11, 2021

• FEDn-client-fraud-keras

  Public
  FEDn project, credit card fraud

  Jupyter Notebook

  •1•1•0•0•Updated Sep 14, 2021Sep 14, 2021