When executing the tutorial, we sometimes run into this issue
---------------------------------------------------------------------------
IndexError Traceback (most recent call last)
<ipython-input-1-77114f63db44> in <module>
9 j = i
10 start = index[i]
---> 11 while error[i] > thresh:
12 i += 1
13
IndexError: index 10321 is out of bounds for axis 0 with size 10321
IndexError: index 10321 is out of bounds for axis 0 with size 10321
Change error calculation code to not exceed the size of the array
# threshold
thresh = 10
intervals = list()
i = 0
max_start = len(error)
while i < max_start:
j = i
start = index[i]
while i < len(error) and error[i] > thresh:
i += 1
end = index[i]
if start != end:
intervals.append((start, end, np.mean(error[j: i+1])))
i += 1
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