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securefederatedai
An open framework for Federated Learning.
Allow to get experiment data and restore experiment object in notebook.
As far as I know, problem occurs at serialization and deserialization steps. User should define get_config and from_config methods ([docs](https://keras.io/guides/serialization_and_saving/)). Then config requires an InputLayer, but submodel doesn't have it....
This line may suppress traceback for exceptions. https://github.com/intel/openfl/blob/aed8452b12d20dcc80bd722336246d679fa41484/openfl/component/envoy/envoy.py#L68 Regardless, OpenFL could do better by forwarding exceptions and tracebacks from aggregator and collaborator to the Frontend client
Set default path for step-ca/step CLI binary and certificates (i.e. ~/.local/workspace/) with standard naming convention ('director.crt', 'envoy_one.crt', 'envoy_two.crt', etc.) so long living entities can start without always providing path for...
Now we are using `['100-200','300-400']` to describe height and width. Maybe there will be better alternative `((100, 200), (300,400))`, or even create special type for it. https://github.com/intel/openfl/pull/151/files#r692170647
Recently, OpenFL has expanded the types of custom aggregation functions that can be computed on collaborator models. Some participants from the FeTS Challenge had complex aggregation strategies they wished to...
OpenFL should provide an option to save a log of the TensorDB after failure or when a user hits `Ctrl-C`, This will make debugging aggregated values significantly easier and allow...
**Describe the bug** I am trying to setup a federation based on the '' following the documentation [written here](https://openfl.readthedocs.io/en/latest/running_the_federation.baremetal.html#on-the-aggregator) The problem is, that the command `fx plan initialize` (as mentioned...
Hey guys, i really liked the OpenFL and after some readings found that would be quite interesting to have the ARFL as a choose option to substitute FedAvg since it...
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An open framework for Federated Learning.