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ANN Support #795

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timkofu opened this issue Nov 9, 2018 · 6 comments
Open

ANN Support #795

timkofu opened this issue Nov 9, 2018 · 6 comments
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@timkofu
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timkofu commented Nov 9, 2018 •
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Are there plans for tpot to support the upcoming Tensorflow 2.0?
@timkofu timkofu changed the title Tensorflow support Tensorflow 2.0 support Nov 9, 2018
@weixuanfu
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@timkofu For now, we don't have plans for adding Tensorflow 2.0 supports.

@timkofu
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timkofu commented Dec 4, 2018

I was coming at it from the angle of MOEAs can be used to evolve near optimal DNN hyperparameters.

@mrektor
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mrektor commented Dec 5, 2018

as @timkofu is saying.. Aside from Tensorflow, is there any plan to exted the capability of TPOT to genetic automatic search of DNN architectures?
There are many recent papers that are beginning to explore this field, but to my knowlodge no open-source framework (like TPOT)

@weixuanfu
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One of our side projects is expanding TPOT framework to optimize neural networks. After that, I think we will go deeper.

@mrektor
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mrektor commented Dec 5, 2018

Amazing! well keep me updated about its development!

@timkofu timkofu changed the title Tensorflow 2.0 support ANN Support Sep 5, 2020
@timkofu
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timkofu commented Sep 5, 2020 •
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This pull request #1071 seems to have satisfied this though with PyTorch. Trying it out.

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@timkofu @weixuanfu @mrektor