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memory_profiler/examples/numpy_example.py at master · pythonprofilers/memory_profiler · GitHub

22 lines (16 loc) · 398 Bytes

import numpy as np
import scipy.signal
def create_data():
    ret = []
    for n in range(70):
        ret.append(np.random.randn(1, 70, 71, 72))
    return ret
def process_data(data):
    data = np.concatenate(data)
    detrended = scipy.signal.detrend(data, axis=0)
    return detrended
if __name__ == "__main__":
    data1 = create_data()
    data2 = process_data(data1)

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