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Ml process v2#1

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MichaelBrueggemann merged 17 commits intomainfrom
ml_process_v2
Dec 26, 2023
Merged

Ml process v2#1
MichaelBrueggemann merged 17 commits intomainfrom
ml_process_v2

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@MichaelBrueggemann
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Features:

  • added "train_model" process to train a Random Forest Model with fixed hyperparameters
  • added "predict_model" process to make a classification based on a pre-trained model
  • added support for exporting data.frames as NetCDF (rough draft, better type checking of datacubes is needed)
  • added direct saving of models to the 'user workspace'
    • would be better if this behavior is integrated in "save_results()"

@MichaelBrueggemann MichaelBrueggemann merged commit 8a3f1ce into main Dec 26, 2023
@MichaelBrueggemann MichaelBrueggemann deleted the ml_process_v2 branch December 26, 2023 11:05
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