示例#1
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def input_processing(data_to_predict_local, data_input_2, strategy_dictionary):
    fitting_inputs, fitting_targets = generate_training_variables(data_to_predict_local, strategy_dictionary)
    fitting_inputs_2, fitting_targets_2 = generate_training_variables(data_input_2, strategy_dictionary)
    fitting_inputs, fitting_inputs_2 = trim_inputs(fitting_inputs, fitting_inputs_2)
    fitting_inputs = np.hstack((fitting_inputs, fitting_inputs_2))

    return fitting_inputs, fitting_targets
示例#2
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def input_processing(data_to_predict_local, data_input_2, strategy_dictionary):
    fitting_inputs, continuous_targets, classification_targets = generate_training_variables(
        data_to_predict_local, strategy_dictionary)
    fitting_inputs_2, fitting_targets_2, classification_targets_2 = generate_training_variables(
        data_input_2, strategy_dictionary, prior_data_obj=data_to_predict_local)
    fitting_inputs, fitting_inputs_2 = trim_inputs(fitting_inputs, fitting_inputs_2)
    fitting_inputs = np.hstack((fitting_inputs, fitting_inputs_2))

    return fitting_inputs, continuous_targets, classification_targets
示例#3
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def input_processing(data_input_1, data_input_2, strategy_dictionary):
    print("Generating training variables [1]")
    fitting_inputs, continuous_targets, classification_targets = generate_training_variables(
        data_input_1, strategy_dictionary)

    print("Generating training variables [2]")
    fitting_inputs_2, fitting_targets_2, classification_targets_2 = generate_training_variables(
        data_input_2, strategy_dictionary, prior_data_obj=data_input_1)

    print("Trimming inputs")
    fitting_inputs, fitting_inputs_2 = trim_inputs(fitting_inputs, fitting_inputs_2)

    print("Hstacking")
    fitting_inputs = np.hstack((fitting_inputs, fitting_inputs_2))

    return fitting_inputs, continuous_targets, classification_targets
示例#4
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def input_processing(data_to_predict_local, strategy_dictionary):
    """retrieve and process continuous and classification targets"""

    fitting_inputs, continuous_targets, classification_targets = generate_training_variables(
        data_to_predict_local, strategy_dictionary)

    return fitting_inputs, continuous_targets, classification_targets