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Is it possible to disable StackingEstimator and CombineDFs ? #726

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lesshaste opened this issue Jul 11, 2018 · 2 comments

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@lesshaste
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commented Jul 11, 2018

It was suggest on gitter that I ask here.

Is it currently possible to disable StackingEstimator and CombineDFs ?

@rhiever rhiever added the question label Jul 14, 2018

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commented Jul 14, 2018

@weixuanfu

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commented Jul 16, 2018

@lesshaste sorry for overlooking this issue. For now, there is no official way to disable both operators.

One of my dev branch of TPOT called noCDF_noStacking has a option named simple_pipeline, which can disable both StackingEstimator and CombineDFs if simple_pipeline=True (e.g. TPOTClassifier(simple_pipeline=True)). But it is noted that this dev branch is not fully tested yet. If you want to try TPOT without StackingEstimator and FeatureUnion, you may install this branch in your test environment via the command below:

pip install --upgrade --no-deps --force-reinstall git+https://github.com/weixuanfu/tpot.git@noCDF_noStacking

@weixuanfu weixuanfu closed this Oct 18, 2018

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