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Outstanding issues not specific to any tips #252
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In re-rereading this, there are 2 issues that I thought about that we may want to cover. At minimum, I think many people reading this paper will expect them to be covered. I think they can be included in the Intro or Conclusion or as part of existing tips:
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Some thoughts in response:
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We could change Tip 10 to be about ethics I guess? That way both fairness and privacy would fit. |
Looks good! One question as someone who doesn't use DL in research - can you actually run meaningful DL models on a laptop? The implication is that it would be hard to do so, eg in:
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It's doable in some cases but not really ideal. In my experience, I've always ended up having to use a cloud machine for training all but the simplest models. I've never done transfer learning so I can't comment on whether that brings things down to consumer-grade laptop level. @rasbt probably knows more than I do about that. |
I think it would be helpful to clarify this as it would help inform someone whether they can actually do DL. If it is appropriate to their problem but not really doable on their device, of course they can look into using the cloud or initiating a collaboration. |
Definitely a good idea to speak affirmatively to what DL needs. |
I'm copying my comment from #313 (comment) here so we don't lose track of it.
These are all minor enough to address after the initial submission. |
Thank you for adding it here and glad to see nothing else is blocking. I'll work on #237 once we do the content freeze since that is cosmetic. |
This is to discuss any issues that we may think are not currently adequately covered. If they relate to specific tips, use #242 #243 #244 #245 #246 #247 #248 #249 #250 #251
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