Continuous-Adaptation-for-Machine-Learning-System-to-Data-Changes

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Incorporating TFMA

2

@rcrowe-google I have been thinking about ways to incorporate TFMA for the evaluation part. Currently, we run batch prediction in order to gather the results, and then we compare them...

sayakpaul

Feedback from the TFX team

2

Definitely include the following point from the blog post: * Purging training examples based on distribution shifts. * TFMA for model evaluation. Jiyai suggested trying out the Pusher component to...

sayakpaul

In the original concept, `range_config` should work for `{SPAN}` in `ExampleGen`. However there is a bug in TFX < `1.4.0`. As of writing this issue, the bug fix has been...

deep-diver