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Currently AutoML doesn’t expose {{offset_column}} because DRF doesn’t support it (see PUBDEV-5341).
Once supported by Stacked Ensemble (PUBDEV-4915), we can expose {{offset_column}} to client API and…
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Currently, we only off on/off for target encoding in AutoML. The encoding is configured automatically and the user does not have the ability to customize the encoding parameters.
Here's what we wa…
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Not sure what this should do yet, but we should plot useful information that summarizes the AutoML run.
In R, it would be `plot(aml)` and in Python it would be `aml.plot()`.
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Hi, and thanks for your work.
I tried to run your project using a dataset that have some fields that starts with numbers and this throws a Syntax error.
For example, with a field named '1stFlrSF',…
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We need a “button” or link to publish a model from a Wave app (running in HAIC) into MLOps. Currently you must download the MOJO from a model trained in a Wave app, and then upload that MOJO file int…
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If AutoML will be extra JAR of part of H2O, it all cases it should be handled as core extension.
The AutoML Rest API should depend on the AutoML core extension.
Example code for this can be XGBo…
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When I chose `average_precision` as the eval_metric, `automl.fit()` responded with this warning repeatedly:
```py
Failed to optimize method "evaluate" in the passed object:
Failed in nopython mode …
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when trying to train TimeSequencePredictor i got that error
"ValueError: Unknown argument found in the Trainable function. The function args must include a 'config' positional parameter. Any other ar…
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```
Linear algorithm was disabled.
AutoML directory: AutoML_1
The task is regression with evaluation metric r2
AutoML will use algorithms: ['Random Forest', 'LightGBM', 'Xgboost', 'CatBoost', 'Neu…
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- AutoML Sweepable API (#5993)
- [x] implementation (#6285)
- [x] make it public (#6173)
- [x] documents
- [x] [sweepable pipeline](https://github.com/dotnet/machinelearning/pull/6218)
…