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AutoViML / Auto_TS

Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ram Seshadri. Collaborators welcome.
Apache License 2.0
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Sometimes the forecast populates 'yhat', other times it populates 'mean' #37

Closed microprediction closed 3 years ago

microprediction commented 3 years ago

Sometimes the forecast populates 'yhat', other times it populates 'mean', depending on the choice.

As a minor comment, a "hello world" example to predict the next value in a monthly or daily series would have unearthed this perhaps, and not leave the reader to guess which column is changed. Maybe I'm missing something but the intent of predict( ) isn't super clear in code or docs.

Reproduced here: https://github.com/microprediction/timeseries-notebooks/blob/main/auto_timeseries_hello.ipynb

AutoViML commented 3 years ago

Yes this is being changed to "yhat" for all models. It should come in the next version 0.0.27. Stay tuned.

AutoViML commented 3 years ago

Changed Auto_TS to return "yhat" for all models.

AutoViML commented 3 years ago

This has been fixed in Master copy. Just upgrade to the latest version by: "pip install auto_ts --ignore-installed --no-cache-dir"

On Sun, Jan 3, 2021 at 11:10 AM Nikhil Gupta notifications@github.com wrote:

Assigned #37 https://github.com/AutoViML/Auto_TS/issues/37 to @AutoViML https://github.com/AutoViML.

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