Created
November 17, 2020 14:18
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Function to find all the regions in a numpy array greater than a threshold
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def get_segments(weights, threshold=80): | |
marker_list = [True if i >= threshold else False for i in weights] | |
i = 0 | |
final_pairs = [] | |
while i < len(weights): | |
if marker_list[i]: | |
start = i | |
while i < len(weights) and marker_list[i]: | |
i = i + 1 | |
end = i - 1 | |
if end-start > 1: | |
final_pairs.append(start) | |
final_pairs.append(end) | |
i = i + 1 | |
return np.array(final_pairs) | |
""" | |
weights = np.array([10, 20, 80, 81, 89, 1, 2, 90, 91, 100, 1, 2, 80]) | |
print(get_segments(weights)) | |
Output: [2 4 7 9] | |
""" |
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