Model component

@Author: Rayane AMROUCHE

The Model component handles all the computation tasks. It should be build following Sklearn standards and should allow to keep chaining possible for the data manager and the pandas tasks.

Module list

• Model class
  • Model
    • Model.fit()
    • Model.get_optuna_params()
    • Model.predict()
    • Model.predict_proba()
    • Model.score()
    • Model.set_params()
• ModelManager class
  • ModelManager
    • ModelManager.add_model()
    • ModelManager.get_model()
    • ModelManager.get_model_cv()
    • ModelManager.get_optuna_params()
    • ModelManager.study()
    • ModelManager.study_to_model()
    • ModelManager.update_model()
• Utils class
  • Utils
    • Utils.generic_scorer()
    • Utils.launch_study()
    • Utils.to_distribution()