KOSASIH / cosmic-pi-network

Unused variable found PYL-W0612
Anti-pattern
Major
3 months ago3 months old
Unused variable 'X_test'
15    """
16    X = data.drop('target', axis=1)
17    y = data['target']
18    X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)19    model = RandomForestClassifier(n_estimators=100, random_state=42)
20    model.fit(X_train, y_train)
21    return model
Unused variable 'y_test'
15    """
16    X = data.drop('target', axis=1)
17    y = data['target']
18    X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)19    model = RandomForestClassifier(n_estimators=100, random_state=42)
20    model.fit(X_train, y_train)
21    return model
 2
 3def random_unitary_matrix(n):
 4    matrix = np.random.rand(n, n) + 1j * np.random.rand(n, n)
 5    q, r = np.linalg.qr(matrix) 6    return q
 7
 8def random_quantum_state(n):
 9        signal_data = np.loadtxt(file_path)
10        return signal_data
11
12    def preprocess_signal(signal_data):13        # Preprocess the signal data (e.g., normalize, remove noise)
14        preprocessed_data =...
15        return preprocessed_data
 5
 6def process_real_time_data(data_stream):
 7    # Load and preprocess the radio signal data in real-time
 8    def load_radio_signal(file_path): 9        signal_data = np.loadtxt(file_path)
10        return signal_data
11