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Umang-Bansal
commited on
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•
17217b4
1
Parent(s):
9956f18
Update app.py
Browse files
app.py
CHANGED
@@ -12,17 +12,23 @@ global_data = None
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def get_data_preview(file):
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global global_data
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global_data = pd.read_csv(file.name)
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return global_data.head()
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def label_data(ranges):
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global global_data
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for
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global_data.loc[start:end, 'label'] = label
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return global_data.tail()
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def preprocess_data():
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global global_data
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global_data.
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global_data.columns = ['raw_eeg', 'label']
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raw_data = global_data['raw_eeg']
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labels_old = global_data['label']
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def get_data_preview(file):
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global global_data
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global_data = pd.read_csv(file.name)
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global_data['label'] = np.nan # Initialize a label column
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print("Data preview:\n", global_data.head())
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return global_data.head()
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def label_data(ranges):
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global global_data
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print("Ranges received for labeling:", ranges)
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for i, (start, end, label) in enumerate(ranges.values):
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print(f"Processing range {i}: start={start}, end={end}, label={label}")
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global_data.loc[start:end, 'label'] = label
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print("Data after labeling:\n", global_data.tail())
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return global_data.tail()
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def preprocess_data():
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global global_data
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if 'Unnamed: 0' in global_data.columns:
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global_data.drop(columns='Unnamed: 0', axis=1, inplace=True)
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global_data.columns = ['raw_eeg', 'label']
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raw_data = global_data['raw_eeg']
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labels_old = global_data['label']
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