zookeeper
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larq
A small library for managing deep learning models, hyperparameters and datasets
Bumps [release-drafter/release-drafter](https://github.com/release-drafter/release-drafter) from 5 to 6. Release notes Sourced from release-drafter/release-drafter's releases. v6.0.0 What's Changed Update Node.js to 20 (#1379) @massongit Full Changelog: https://github.com/release-drafter/release-drafter/compare/v5.25.0...v6.0.0 v6.0.0-beta.1 Prerelease of v6, first release...
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Bumps [actions/setup-python](https://github.com/actions/setup-python) from 4 to 5. Release notes Sourced from actions/setup-python's releases. v5.0.0 What's Changed In scope of this release, we update node version runtime from node16 to node20 (actions/setup-python#772)....
### Feature motivation Let's assume I have an extended model that takes an existing model (both models are zookeeper factories) and adds a bunch of layers on top. The most...
### Feature motivation If you have multiple variants of some kind of component, e.g. multiple preprocessing functions, it would be very nice to store them all in a dictionary rather...
### Feature motivation It's currently possible to define a component with some crucial asserts in the `__post_configure__`, and then use it without configuring it, hence never triggering those asserts. ###...
From the [TF 2.3 release notes](https://github.com/tensorflow/tensorflow/releases/tag/v2.3.0): > * tf.data.experimental.cardinality is now a method on tf.data.Dataset. > * tf.data.Dataset now supports len(Dataset) when the cardinality is finite. We should make use...
[`tfds.load`](https://www.tensorflow.org/datasets/api_docs/python/tfds/load) has gained some useful options in recent versions of `tfds` so it would be great to be able to pass them in. In particular supporting `read_config` which has been...
### Feature motivation Sometimes factory components have Fields that we need to access from the code. However once the factory component has already built what it should build these attributes...
> I think maybe it'd be good to have some simple examples of how these Zookeeper concepts (Fields, @components, and ComponentFields) can/should be used in the context of an experiment/@task,...
### Feature description and motivation At the moment, field values on component instances behave much like instance attributes of generic Python class instances. One value exists per instance, and if...