Skip to content

Implement a schema field that can represent multi-valent value #20

Description

@nikhilk

In tf.Example, this is intrinsically supported by a feature with N entries in a list field. Think about what is the best way to support this in csv.

Couple of options come to mind:

  1. A ':' delimited set of numbers in a column. (pros: easy to produce; cons: requires more expensive string splitting)
  2. A sequence of bytes encoded as base64 into a column. (pros: more painful to produce; still requires base64 decoding but cheaper)

Scenarios

  1. Text run through a word2vec transform during data preparation.
  2. Image run through a image2vec (aka use inception model to extract features from image)

Activity

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Metadata

Metadata

Assignees

No one assigned

    Type

    No type

    Projects

    No projects

      Milestone

      No milestone

      Relationships

      None yet

      Development

      No branches or pull requests

      Issue actions