pqagent package

Submodules

• pqagent.metrics module
  • get_metric()
• pqagent.mlp module
  • MLP
    • MLP.forward()
    • MLP.freeze_group()
    • MLP.from_dict()
    • MLP.get_num_of_layer_groups()
    • MLP.reset_all_weights()
    • MLP.reset_layer_group_weights()
    • MLP.reset_layer_weights()
    • MLP.train_fn()
    • MLP.unfreeze_all()
    • MLP.unfreeze_group()
  • TrainingDataDict
    • TrainingDataDict.X_train
    • TrainingDataDict.X_val
    • TrainingDataDict.y_train
    • TrainingDataDict.y_val
  • base_training_strategy()
  • check_model_improvement()
  • get_loss_function()
  • get_optimizer()
  • report_train_progress()
• pqagent.pqagent module
  • PqAgent
    • PqAgent.compare_models()
    • PqAgent.eval()
    • PqAgent.evaluate_model()
    • PqAgent.from_file()
    • PqAgent.get_models
    • PqAgent.load_model_from_checkpoint()
    • PqAgent.models
    • PqAgent.predict()
    • PqAgent.preprocessor
    • PqAgent.reset_ray()
    • PqAgent.retrain()
    • PqAgent.save()
    • PqAgent.train_model()
    • PqAgent.transform_fc_layers_args()
    • PqAgent.update_config()
• pqagent.pqmodel module
  • PqModel
    • PqModel.get_parameters()
    • PqModel.get_training_graph()
    • PqModel.load_model()
    • PqModel.metrics
    • PqModel.net
    • PqModel.predict()
    • PqModel.result
    • PqModel.save()
    • PqModel.set_result()
• pqagent.preprocessor module
  • Encoder
    • Encoder.fit_transform()
    • Encoder.initialize_encoder()
    • Encoder.inverse_transform()
    • Encoder.transform()
  • Preprocessor
    • Preprocessor.encoder
    • Preprocessor.fit_transform()
    • Preprocessor.fitted
    • Preprocessor.from_config()
    • Preprocessor.inverse_transform()
    • Preprocessor.scaler
    • Preprocessor.transform()
  • Scaler
    • Scaler.fit_transform()
    • Scaler.initialize_scaler()
    • Scaler.inverse_transform()
    • Scaler.transform()
  • to_list()
• pqagent.sweeper module
  • convert_to_tune_distributions()
  • dict_to_tune()
  • get_best_result()
  • get_result_for_best_epoch()
  • get_search_alg()
  • sweep()
  • trial_dirname_creator()

Module contents