Tpot: ANN Support

Created on 9 Nov 2018  路  6Comments  路  Source: EpistasisLab/tpot

Are there plans for tpot to support the upcoming Tensorflow 2.0?

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picture timkofu

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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.

picture weixuanfu on 5 Dec 2018
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@timkofu For now, we don't have plans for adding Tensorflow 2.0 supports.

weixuanfu picture weixuanfu on 9 Nov 2018

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

timkofu picture timkofu on 4 Dec 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)

mrektor picture mrektor on 5 Dec 2018

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

weixuanfu picture weixuanfu on 5 Dec 2018
🎉2

Amazing! well keep me updated about its development!

mrektor picture mrektor on 6 Dec 2018

This pull request https://github.com/EpistasisLab/tpot/pull/1071 seems to have satisfied this though with PyTorch. Trying it out.

timkofu picture timkofu on 5 Sep 2020
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