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h2oai / h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform
http://h2o.ai
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AutoML Java plugin tutorial #122

Closed sebhrusen closed 4 years ago

sebhrusen commented 4 years ago

added small tutorial explaining how to create a small Java plugin for AutoML and how to use those extensions with the Python (and R) clients.

see https://github.com/h2oai/h2o-tutorials/blob/automl_plugin/tutorials/automl/h2oautoml_plugin/automl_plugin.ipynb to have a better look at the notebook.

Otherwise, the tutorial is standalone, with a small Makefile to build and run the plugin locally:

tutorials/automl
`-- h2oautoml_plugin
    |-- Makefile
    |-- automl_plugin.ipynb
    `-- src
        |-- META-INF
        |   `-- services
        |       `-- ai.h2o.automl.ModelingStepsProvider
        `-- my
            `-- automl
                |-- MyDRFStepsProvider.java
                `-- MyGLMStepsProvider.java
ledell commented 4 years ago

Hey @sebhrusen, my recommendation after talking with @angela0xdata is to put this in the following folder: ./tutorials/automl/java_plugin

sebhrusen commented 4 years ago

@ledell sure, makes sense, will rename it