More H2O Please

[ajc]

Hi Knime and H2O Team,

I am really loving the H2O integration nodes! Is there any more planned for the future?

It would great to see the AUTOML functionality ported across and more models added.

Keep up the good work.

Cheers

[mlauber71]

If you like H2O.ai AutoML I built a wrapper for R and Python for easy use with KNIME along with some additional model evaluation:

H2O.ai AutoML in KNIME for classification problems

H2O.ai AutoML in KNIME for classification problems

H2O.ai Automl - a powerful auto-machine-learning framework wrapped with KNIME It features various models like Random Forest or XGBoost along with Deep Learning. It has wrappers for R and Python but also could be used from KNIME. The results will be written to a folder and the models will be stored in MOJO format to be used in KNIME (as well as on a Big Data cluster via Sparkling Water). One major parameter to set is the running time the model has to test various models and do some hyperparam…

H2O.ai AutoML in KNIME for regression problems

H2O.ai AutoML in KNIME for regression problems

H2O.ai Automl - a powerful auto-machine-learning framework wrapped with KNIME It features various models like Random Forest or XGBoost along with Deep Learning. It has wrappers for R and Python but also could be used from KNIME. The results will be written to a folder and the models will be stored in MOJO format to be used in KNIME (as well as on a Big Data cluster via Sparkling Water). One major parameter to set is the running time the model has to test various models and do some hyperparam…

more examples with H2O.ai on the KNIME hub

mlauber71/Public – automl

[ajc]

Hey @mlauber71, i came across this before. You have done some excellent work!

[SimonS]

Hi @ajc,

thanks for the feedback! I will internally give a +1 on adding an H2O AutoML Learner node. I will let you know in this thread if there are news on that side.

Best,

Simon

[whois_rb]

That would be great, @SimonS - thank you. For both regression and classification.

[SimonS]

Hi all,

we added two H2O AutoML Learner nodes, one for regression and one for classification, with the latest release of version 4.4. Thanks for the feedback, will continue integrating more H2O stuff!

See H2O AutoML Learner – KNIME Hub and H2O AutoML Learner (Regression) – KNIME Hub.

Best,
Simon