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Re:Chronon, Airbnb's ML Feature Platform, Is Now Open Source by ShamelessC on Tuesday April 09, 2024 @03:24PM (#39983172)
> ability to time travel for training data generation

What now?

Re:Chronon, Airbnb's ML Feature Platform, Is Now Open Source by nikhilsimha on Tuesday April 09, 2024 @03:30PM (#39983239)
Pardon the jargon. But it is a necessary addition to the vocabulary.

To evaluate if a feature is valuable, you could attach the value of the feature to past inferences and retrain a new model to check for improvement in performance.

But this “attach”-ing needs the feature value to be as of the time of the past inference.

Re:Chronon, Airbnb's ML Feature Platform, Is Now Open Source by mulmen on Tuesday April 09, 2024 @04:22PM (#39983824)
That’s not a new concept.
Re:Chronon, Airbnb's ML Feature Platform, Is Now Open Source by better365 on Tuesday April 09, 2024 @11:54PM (#39986799)
True. But it is not necessary to reinvent the wheel for engineers. :)
Re:Chronon, Airbnb's ML Feature Platform, Is Now Open Source by mulmen on Wednesday April 10, 2024 @01:05AM (#39987143)
That’s the point of this subthread though. What’s the new thing Chronon is doing? It can’t just be point in time features because that’s already a thing.