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hyperparameters_tuner

  • hyperparameter_search.py - hyperparameter tuning for all the dense layers using the GridSearch or RandomSearch
  • hyperparameter_deep_search.py - hyperparameter cross-val tuning for each dense layer separately using the GridSearch or RandomSearch
  • hyperparameter_search_neuro_evolution.py - hyperparameter cross-val tuning for all the dense layers using the NeuroEvolution algorithm

All these scripts above allow to set the net architecture explicitly via the create_model function.