hal.ml package¶
Submodules¶
hal.ml.correlation module¶
Correlate values in arrays producing fancy good-looking matrices
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class
hal.ml.correlation.
CorrelationMatrix
(title, headers_to_test, headers, data)[source]¶ Bases:
object
Common operations for a correlation matrix
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static
get_correlation_matrix
(matrix)[source]¶ Finds correlation matrix of matrix
Parameters: matrix – List of features to get correlation matrix Returns: correlation matrix
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get_correlation_matrix_from_columns
()[source]¶ Computes correlation matrix of columns :return: Correlation matrix of columns
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static
save_correlation_matrix_from_folder
(folder_path)[source]¶ Saves each file’s correlation matrix of common headers
Parameters: folder_path – Folder containing logs data
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save_to_file
(out_file)[source]¶ Saves correlation matrix of selected headers
Parameters: out_file – Output file
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static