02-numpy: inconsistent text/images for array indexing and method calls

[jdkent]

Array Indexing

The current text indexes arrays like: data[0, 0], but the image indexes the array like data[0][0].
These methods are equivalent (AFAIK), but I could not find this stated in the text.

Method Calls

The current text calls functions from numpy to operate on data (numpy.max(data, axis=1)),
but the image calls the .max() method from data (data.max(axis=1)), and I did not find explicit mention of their equivalency in the text.

Thanks for all your work on these lessons, let me know if I'm missing something that makes this a non-issue.

[ldko]

Hi @jdkent, thanks for pointing out the inconsistencies. I think in both cases, it would be desirable to update the images to match the text. Regarding the data.max vs. numpy.max function or method issue, previously the method was also used in the text, but a decision was made to consistently use functions over the methods. The image has not been updated to match since then. In the array indexing, I am not sure about why the image uses the data[0][0] syntax instead of data[0, 0], which is the syntax given in the episode text and numpy documentation, so it would be good to change to prevent confusion. Would you be able to submit a pull request to update the images to remedy the inconsistencies? Thank you!

[ldko]

Hi James, just want to check and see if you think you will have time to work on this in the near future. Thank you!