/swarm_learning

Scripts for figures and calculations of the manuscript by Warnat-Herresthal el al. 2020

Primary LanguageJupyter Notebook

Scripts from the manuscript Warnat-Herresthal, S., Schultze, H., Shastry, K.L. et al. Swarm Learning for decentralized and confidential clinical machine learning. Nature (2021) https://doi.org/10.1038/s41586-021-03583-3

  • Data and Power-BI files to reproduce the figures
  • Script for the generation of all swarm learning scenarios
  • Script for the generation of the supplementary tables and statistics
  • Script for the neural network as used in the predictions

For the documentation of the swarm learning software see https://github.com/HewlettPackard/swarm-learning