tensorflow-federated
An open-source framework for machine learning and other computations on decentralized data.
APACHE-2.0 License
Ecosystems:
Python
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tensorflow-federated
- TensorFlow Federated 0.3.0
Published by krzys-ostrowski over 5 years ago
Breaking Changes
- Rename
tff.learning.federated_averagetotff.learning.federated_mean. - Rename
funcarguments tofnthroughout the API.
Bug Fixes
- Assorted fixes to typos in documentation and setup scripts.
tensorflow-federated
- TensorFlow Federated 0.2.0
Published by jkr26 over 5 years ago
Release 0.2.0
Major Features and Improvements
- Updated to use TensorFlow version 1.13.1.
- Implemented Federated SGD in
tff.learning.build_federated_sgd_process().
Breaking Changes
-
next()function oftff.utils.IteratedProcesss returned bybuild_federated_*_process()no longer unwraps single value tuples (always returns a tuple).
Bug Fixes
- Modify setup.py to require TensorFlow 1.x and not upgrade to 2.0 alpha.
- Stop unpacking single value tuples in
next()function of objects returned bybuild_federated_*_process(). - Clear cached Keras sessions when wrapping Keras models to avoid referencing stale graphs.
tensorflow-federated
- TensorFlow Federated 0.1.0
Published by michaelreneer over 5 years ago
Release 0.1.0
Initial public release.
Package Rankings
Top 2.24% on Pypi.org