Add notebook for per key models #28327
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Stopping reviewer notifications for this pull request: review requested by someone other than the bot, ceding control |
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Should we also include this in the ReadMe list? https://github.com/apache/beam/blob/master/examples/notebooks/beam-ml/README.md |
Yes, done! |
| "source": [ | ||
| "## Postprocess our results\n", | ||
| "\n", | ||
| "The `RunInference` transform returns a Tuple of the original key and a `PredictionResult` object that contains the original example and the inference. From that, we will extract the data we care about. We will then group this data by the original example in order to compare each model's prediction." |
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| "The `RunInference` transform returns a Tuple of the original key and a `PredictionResult` object that contains the original example and the inference. From that, we will extract the data we care about. We will then group this data by the original example in order to compare each model's prediction." | |
| "The `RunInference` transform returns the following items:\n", | |
| "\n", | |
| "* A tuple of the original key\n", | |
| "* A `PredictionResult` object that contains the original example and the inference\n", | |
| "\n", | |
| "Use those outputs to extract the relevant data. Then, to compare each model's prediction, group this data by the original example." |
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That changes the meaning (which means it definitely wasn't clear 😅 ). Let me know if it reads better now
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This is the relevant diff - 056d6d2 - the other commit is directly applying all other suggestions
Co-authored-by: Rebecca Szper <98840847+rszper@users.noreply.github.com>
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I'm going to merge this in the current pull from master form so that it can be easily used for demos. I'll follow up to update the beam install once 2.51 is released |
✨ RENDERED ✨
This should not be merged until 2.51 is released, it was tested by replacing the beam install with a clone/install from the Beam repo though.
Resolves #27628
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