H2O Leaderboard Control: Add functions to select and swap preferred models

business-science / modeltime.h2o

Forecasting with H2O AutoML. Use the H2O Automatic Machine Learning algorithm as a backend for Modeltime Time Series Forecasting.

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Closed mdancho84 closed 3 years ago

mdancho84 commented 3 years ago

Add functionality to:

Explore H2O Leaderboard
Allow user to change the model (if the models are available meaning they are still connected to the H2O cluster)

mdancho84 commented 3 years ago

Added:

automl_leaderboard(): Returns the AutoML Leaderboard from the AutoML run when the model was created.
automl_update_model(): Makes it easy to swap out models from the AutoML Leaderboard.