constants¶
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constants.
input_nub_categorical_handler
(variable, input_dataframe)¶
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constants.
input_nub_numeric_handler
(variable, input_dataframe)¶
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constants.
input_nub_text_handler
(variable, input_dataframe)¶ Create an input nub for text data, by:
- Finding all derived variables. With a variable name and sequence length of 4, there would be 4 derived
variables, name_0 through name_4 - Creating an appropriately shaped input layer, embedding layer, and all future layers - Return both the input layer and last layer (both are necessary for creating a model)
Parameters: - variable (str) – Name of the variable
- input_dataframe (pandas.DataFrame) – A dataframe, containing either the specified variable, or derived variables
Returns: A tuple containing the input layer, and the last layer of the nub