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Closes #4 #9

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nuluh merged 4 commits from feature/automate-csv-file into main 2024-08-20 06:01:42 +00:00
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code/src/features/time_domain_features.py
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@@ -36,6 +36,13 @@ class FeatureExtractor:
result += f"{feature}: {value:.4f}\n" result += f"{feature}: {value:.4f}\n"
return result return result
def ExtractTimeFeatures(object):
data = pd.read_csv(object, skiprows=1)
extractor = FeatureExtractor(data.iloc[:, 1].values) # Assuming the data is in the second column
features = extractor.features
return features
# Save features to a file
# np.savez(output_file, **features)
# Usage # Usage
# Assume you have a CSV file with numerical data in the first column # Assume you have a CSV file with numerical data in the first column
# Create an instance of the class and pass the path to your CSV file # Create an instance of the class and pass the path to your CSV file