Skip to content

Latest commit

 

History

History
38 lines (26 loc) · 1.21 KB

CHANGELOG.md

File metadata and controls

38 lines (26 loc) · 1.21 KB

Changelog

Unreleased

Added

  • Dockerfile for reproducible PyVertical environment
  • partitioned dataset extending syft's BaseDataset for remote worker functionality
  • VerticalDataset class for storing multiple partitioned datsets on remote workers
  • Changelog

Changed

  • Moved dataset splitting helper functions to "utils" folder
  • Pinned syft version in requirements to < 0.3.0
  • Install openmined_psi pip package to get PSI code

Removed

  • Removed bazel dependency and WORKSPACE file

0.1.0 - 2020-07-10

PoC release of PyVertical - demonstrating the concept on MNIST.

Added

  • Helper functions for vertically partitioning MNIST dataset into datasets of images and labels
  • Helper functions to randomly remove and shuffle datapoints in a dataset
  • Dataloader class for loading images and labels from separate datasets
  • PSI function to locally match datapoint from separate datasets
  • Single-headed split neural network
  • Notebook demonstrating local vertical federated learning on MNIST
  • Code tested on Ubuntu 18.04, Python 3.6, 3.7, 3.8