Update MNIST tutorial - deep learning frameworks & ethics resources #84
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For the deep learning frameworks: - make it more clear that these should be used for any serious deep learning, NumPy isn't the right library beyond learning. - Remove Swift for TensorFlow (Google abandoned it), add MXNet, and order frameworks in the order we'd want to recommend them. For the ethics section: this is of pretty fundamental importance, and at least some pointers should be provided in introductory ML/AI resources so people new to the field at least are aware it's a thing and can explore the topic.
rossbar
approved these changes
Jun 6, 2021
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Thanks @rgommers +1 for both the stronger wording about other DL libraries and the section on ethics w/ links to resources.
I'm +1 to merge but will wait until @8bitmp3 has had a chance to look things over.
PS - CI failures unrelated (executablebooks/MyST-NB#333)
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I'm going to go ahead and put this in, we can always update the text later as needed. Thanks @rgommers |
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For the deep learning frameworks:
For the ethics section: this is of pretty fundamental importance, and at least some pointers should be provided in introductory ML/AI
resources so people new to the field at least are aware it's a thing and can explore the topic.
Cc @8bitmp3