make_prediction_dlhub

mastml.mastml_predictor.make_prediction_dlhub(input_dict)

Prediction script, same functionality as make_prediction above, but tailored for model running on DLHub/Foundry

Use this function as the function pointer for DLHub PythonStaticMethodModel (see ‘Foundry_model_upload_example.ipynb’ in main mastml folder)

Things that need to be uploaded:

model.pkl (must have this name) X_train.xlsx (or X_train.csv) (must have this name)

Optional to upload:

preprocessor.pkl (must have this name)

Args:

input_dict (dict): dictionary containing at least the following: {‘X_test’: pd.DataFrame() of featurized test data}

The keys are the input arguments of mastml_predictor (see above for explanation)