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Update app.py
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app.py
CHANGED
@@ -55,16 +55,13 @@ def extract_features(sequence):
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# Add only the first 420 features to the dictionary
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first_420_keys = list(dipeptide_features.keys())[:420] # Get the first 420 keys
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filtered_dipeptide_features = {key: dipeptide_features[key] for key in first_420_keys}
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all_features_dict.update(filtered_dipeptide_features)
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auto_features = Autocorrelation.CalculateAutoTotal(sequence)
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ctd_features = CTD.CalculateCTD(sequence)
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all_features_dict.update(ctd_features)
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all_features_dict.update(pseudo_features)
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# Convert all features to DataFrame
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# Add only the first 420 features to the dictionary
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first_420_keys = list(dipeptide_features.keys())[:420] # Get the first 420 keys
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filtered_dipeptide_features = {key: dipeptide_features[key] for key in first_420_keys}
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ctd_features = CTD.CalculateCTD(sequence)
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auto_features = Autocorrelation.CalculateAutoTotal(sequence)
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pseudo_features = PseudoAAC.GetAPseudoAAC(sequence, lamda=9)
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all_features_dict.update(ctd_features)
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all_features_dict.update(filtered_dipeptide_features)
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all_features_dict.update(auto_features)
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all_features_dict.update(pseudo_features)
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# Convert all features to DataFrame
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