TensorFlow Federated 0.9.0

Release 0.9.0

Major Features and Improvements

• TFF is now fully compatible and dependent on TensorFlow 2.0
• Add stateful aggregation with differential privacy using TensorFlow Privacy
  (https://pypi.org/project/tensorflow-privacy/).
• Additional stateful aggregation lwith compression using TensorFlow Model
  Optimization (https://pypi.org/project/tensorflow-model-optimization/).
• Improved executor stack for simulations, documentation and scripts for
  starting simulations on GCP.
• New libraries for creating synthetic IID and non-IID datsets in simulation.

Breaking Changes

• examples package split to simulation and research.

Bug Fixes

• Various error message string improvements.
• Dataset serialization fixed for V1/V2 datasets.
• tff.federated_aggregate supports accumulate, merge and report
  methods with signatures containing tensors with undefined dimensions.