import matplotlib.cm as cm all_temp_entropy_values = [] all_temp_entropy_values = [] all_temp_entropy_values = [] natural_mean_entropy_values = [] designed_mean_entropy_values_rosetta = [] designed_mean_entropy_values_evolved = [] protein_file_name = "graph_mean_data_natural.csv" [ natural_mean_RSA_values, natural_mean_entropy_values, natural_cor_entropy_RSA_values, natural_mean_split_KL_values, natural_cor_entropy_iwcn_values ] = af.get_mean_designed_data(protein_file_name) protein_file_name = "graph_mean_data_rosetta.csv" [ designed_mean_RSA_values_rosetta, designed_mean_entropy_values_rosetta, designed_cor_entropy_RSA_values_rosetta, designed_mean_KL_values_rosetta, designed_cor_entropy_iwcn_values_rosetta ] = af.get_mean_designed_data(protein_file_name) protein_file_name = "graph_mean_data_evolved.csv" [ designed_mean_RSA_values_evolved, designed_mean_entropy_values_evolved, designed_cor_entropy_RSA_values_evolved, designed_mean_KL_values_evolved, designed_cor_entropy_iwcn_values_evolved ] = af.get_mean_designed_data(protein_file_name)
all_method_data = [] all_method_mean_KL_data_array = [] for line in mean_KL_method_data: data = re.split("\t", line) data.pop(0) data_array = af.make_array(data) all_method_data.append(data_array) mean_KL_method_values_array = af.make_array(data) all_method_mean_KL_data_array = array(all_method_data) # effective number data all_temp_entropy_values = [] protein_file_name = "graph_mean_data_natural.csv" [natural_mean_RSA_values, natural_mean_entropy_values, natural_cor_entropy_RSA_values, natural_mean_split_KL_values, natural_cor_entropy_icn_values, natural_cor_entropy_iwcn_values] = af.get_mean_designed_data(protein_file_name) protein_file_name = "graph_mean_data_rosetta.csv" [designed_mean_RSA_values_rosetta, designed_mean_entropy_values_rosetta, designed_cor_entropy_RSA_values_rosetta, designed_mean_KL_values_rosetta, designed_cor_entropy_icn_values_rosetta, designed_cor_entropy_iwcn_values_rosetta] = af.get_mean_designed_data(protein_file_name) protein_file_name = "graph_mean_data_evolved.csv" [designed_mean_RSA_values_evolved, designed_mean_entropy_values_evolved, designed_cor_entropy_RSA_values_evolved, designed_mean_KL_values_evolved, designed_cor_entropy_icn_values_evolved, designed_cor_entropy_iwcn_values_evolved] = af.get_mean_designed_data(protein_file_name) all_temp_entropy_values.append(designed_mean_entropy_values_rosetta) all_temp_entropy_values.append(designed_mean_entropy_values_evolved) all_temp_entropy_values.append(natural_mean_entropy_values) all_temp_entropy_values_array = []
for data in natural_data: pdb_names.append(data[0]) chain_names.append(data[1]) natural_mean_RSA_values.append(data[2]) natural_mean_entropy_values.append(data[3]) natural_cor_entropy_RSA_values.append(data[4]) natural_mean_split_KL_values.append(data[5]) natural_mean_RSA_values_array = analysis_functions.make_array(natural_mean_RSA_values) natural_mean_entropy_values_array = analysis_functions.make_array(natural_mean_entropy_values) natural_cor_entropy_RSA_values_array = analysis_functions.make_array(natural_cor_entropy_RSA_values) natural_mean_split_KL_values_array = analysis_functions.make_array(natural_mean_split_KL_values) protein_file_name = "graph_mean_data_0.0_noah.csv" [designed_mean_RSA_values_00, designed_mean_entropy_values_00, designed_cor_entropy_RSA_values_00, designed_mean_KL_values_00] = analysis_functions.get_mean_designed_data(protein_file_name) designed_mean_RSA_values_array_00 = array(designed_mean_RSA_values_00) designed_mean_entropy_values_array_00 = array(designed_mean_entropy_values_00) designed_cor_entropy_RSA_values_array_00 = array(designed_cor_entropy_RSA_values_00) designed_mean_KL_values_array_00 = array(designed_mean_KL_values_00) protein_file_name = "graph_mean_data_0.3_noah.csv" [designed_mean_RSA_values_03, designed_mean_entropy_values_03, designed_cor_entropy_RSA_values_03, designed_mean_KL_values_03] = analysis_functions.get_mean_designed_data(protein_file_name) designed_mean_RSA_values_array_03 = array(designed_mean_RSA_values_03) designed_mean_entropy_values_array_03 = array(designed_mean_entropy_values_03) designed_cor_entropy_RSA_values_array_03 = array(designed_cor_entropy_RSA_values_03) designed_mean_KL_values_array_03 = array(designed_mean_KL_values_03) protein_file_name = "graph_mean_data_0.6_noah.csv"