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In order to support pretrained embeddings we need to be able to use categorify from another workflow
This could be solved by subgraphs and is our long term solution.
Categorify fit creates a unique values file for its own internal use which doesn't contain the reserved values. It also produces a categorify metadata file that includes counts, buckets, etc.
We need to use those files to transform the uuid column in an embedding table in order to ensure it matches the categorified column within the dataset.
The text was updated successfully, but these errors were encountered:
oliverholworthy
changed the title
Modify Categorify to be able to accept an existing fit from another workflow
Enable re-use of a fitted Categorify operator in another workflow
Jun 12, 2023
In order to support pretrained embeddings we need to be able to use categorify from another workflow
This could be solved by subgraphs and is our long term solution.
Categorify fit creates a unique values file for its own internal use which doesn't contain the reserved values. It also produces a categorify metadata file that includes counts, buckets, etc.
We need to use those files to transform the uuid column in an embedding table in order to ensure it matches the categorified column within the dataset.
The text was updated successfully, but these errors were encountered: