streamline.modeling package

Submodules

• streamline.modeling.basemodel module
  • BaseModel
    • BaseModel.feature_importance()
    • BaseModel.fit()
    • BaseModel.hyper_eval()
    • BaseModel.model_evaluation()
    • BaseModel.objective()
    • BaseModel.optimize()
    • BaseModel.predict()
• streamline.modeling.load_models module
  • load_class_from_folder()
• streamline.modeling.modeljob module
  • ModelJob
    • ModelJob.data_prep()
    • ModelJob.export_best_params()
    • ModelJob.run()
    • ModelJob.run_model()
    • ModelJob.save_runtime()
• streamline.modeling.parameters module
  • get_parameters()
• streamline.modeling.utils module
  • get_fi_for_ExSTraCS()
  • is_supported_model()
  • model_str_to_obj()