py2lispIDyOM.export.Export

class py2lispIDyOM.export.Export(experiment_folder_path, idyom_output_keywords=None, melody_names=None)

Export selected IDyOM model outputs to other formats.

Parameters:

• experiment_folder_path (str) – the path to which you saved all the result data/plots

• idyom_output_keywords (List[str]) – a list of IDyOM output keywords you want to export. To see a full list of valid idyom_output_keywords, use the method: extract.get_idyom_output_keyword_list()

• melody_names (list(str)) – a list of melodies of which IDyOM outputs that you want to export

Public Data Attributes:

idyom_output_keywords
melody_names
experiment_folder_path

Public Methods:

__post_init__()
export2mat()	This function exports the IDyOM output data to mat files.
export2csv()	This function exports the IDyOM output data to a csv files.
__init__(experiment_folder_path[, ...])
__repr__()	Return repr(self).
__eq__(other)	Return self==value.

Private Methods:

_generate_export_folder(export_folder_name)	To generate a folder to store the idyom outputs in other formats (e.g., .mat, .csv)
_get_valid_idyom_output_keys(melody)	To get a list of valid idyom output keys for a melody.
_get_idyom_output_for_single_melody(melody, ...)	To get the IDyOM output value array for a single melody, according to the IDyOM output keys.
_get_single_melody_output_values_df(melody)	This function returns a DataFrame of all IDyOM output values of one melody.
_get_output_values_in_selected_melodies(...)	This function returns a np.array of idyom output values for selected an idyom key for each selected songs.
_get_output_values_df_in_selected_melodies(...)	This function iterate through the func '_get_single_melody_output_values_df' to get a DataFrame of idyom output values for all idyom keys for each selected songs.
_export_by_keyword_2mat(keywords_list, ...)	Export the idyom output data to .mat files according to the keyword list.
_export_values_of_keywords_by_melody_2mat(...)	Exports the IDyOM output values according to the keywords_list of one song to a mat file.
_export_by_song_2csv(melody_name, ...)	Exports the all the IDyOM output data (df) for a single melody to csv

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export2csv()

This function exports the IDyOM output data to a csv files. By default, this will export all properties of the chosen melodies, where each melody is in one csv file.

:return a csv file containing all IDyOM output data for each selected melody.

export2mat()

This function exports the IDyOM output data to mat files. By default, it will export the outputs according to the preset keywords specified in the idyom_output_keywords for all melodies. Users can also specify specific melody by passing the melody names to the melody_name param.

:return (a) mat file(s) containing the selected IDyOM output data