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Add logistic regression example on iris dataset. #109

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JoshuaWhittemore
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This is a super simple model aimed at helping beginners get started with Flux.

It depends on an 'iris' Data module in Flux, PR here: FluxML/Flux.jl#652.

If it doesn't make sense to have the iris Data module in Flux I can move that over here.

Please make any suggestions/changes you think might be appropriate. Thank you!

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@MikeInnes MikeInnes left a comment

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This is very nice, thanks!



# Start Training.
for epoch in 1:100
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This could be done with something like data = Iterators.repeat((X, Y), 100).

@JoshuaWhittemore JoshuaWhittemore force-pushed the add-iris-logistic-regression branch from bdba607 to 0591270 Compare March 9, 2019 23:27
@JoshuaWhittemore
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Hi Mike, I've changed the call to train! to use an iterator as you suggested. Let me know if you have any other suggestions.

One thing - this model depends on FluxML/Flux.jl#652 for its dataset. Thank you!

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That PR is merged, so presumably this just needs the manifest to be updated?

@JoshuaWhittemore
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Yes I think so. I was going to do that today. I just need to figure out how to require that it use Flux 0.8.1+ I think.

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Err, 0.8.1 or 0.8.1+ I guess.

@JoshuaWhittemore JoshuaWhittemore force-pushed the add-iris-logistic-regression branch from 0591270 to de0df39 Compare March 25, 2019 17:14
add julia prompt to REPL excerpt in README.md
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I've updated the manifest. Let me know if there's anything else I should do. Thanks!

@MikeInnes MikeInnes merged commit 7623b85 into FluxML:master Mar 26, 2019
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Thanks!

@JoshuaWhittemore JoshuaWhittemore deleted the add-iris-logistic-regression branch March 26, 2019 14:17
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2 participants