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crawles / automl_service

Deploy AutoML as a service using Flask
MIT License
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Parameters, data format? #1

Open pedrocolon93 opened 6 years ago

pedrocolon93 commented 6 years ago

Is there any documentation on the data format or the parameters that you take in?

crawles commented 6 years ago 
pipeline_id: 1
extract_features:
  column_id: example_id
  impute_function: tsfresh.utilities.dataframe_functions.impute
  default_fc_parameters: MinimalFCParameters()
model_training:
  model_args:
  model: sklearn.ensemble.RandomForestClassifier

The training specific parameters are specific to tsfresh, tpot, and sklearn.

For the data format, you have to use the same format as shown in the data folder. Check out the appendix of the Jupyter Notebook to see how I generated the data.