pydata-book
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added and fixed demean_axis in appa
I found the code in appa.ipynb don't have function demean_axis
in Appendices A, so I added it.
When I used numpy==1.23.0 to run demean_axis
, an IndexError
is raised.
[<ipython-input-1-037e683df74f>](https://localhost:8080/#) in demean_axis(arr, axis)
6 indexer = [slice(None)] * arr.ndim
7 indexer[axis] = np.newaxis
----> 8 return arr - means[indexer]
IndexError: only integers, slices (`:`), ellipsis (`...`), numpy.newaxis (`None`) and integer or boolean arrays are valid indices
When using numpy==1.22.4 or lower, the code can run successfully but a future warning will be displayed.
FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use
arr[tuple(seq)]
instead ofarr[seq]
. In the future this will be interpreted as an array index,arr[np.array(seq)]
, which will result either in an error or a different result.
To fix this error, I added tuple in the last line of demean_axis
. By using tuple as index, this error is fixed and the new version is compatible with older numpy versions.