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tensorflow / tfx-addons

Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools for TFX. The projects are organized under the auspices of the special interest group, SIG TFX-Addons. Join the group at http://goo.gle/tfx-addons-group
Apache License 2.0
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Appender component #6

Open theadactyl opened 3 years ago

theadactyl commented 3 years ago

Applies TFT transformations which are appended to a SavedModel.

rcrowe-google commented 3 years ago

The idea for this project is really as a general purpose tool to append one graph to another. This is analogous to the way that Transform graphs are prepended to the trained model graph. In the Transform case, this is to add preprocessing to the data before it is fed to the model. In this case, by appending a graph, post-processing can be applied to the model results. This could potentially include even creating cascade ensembles of models.