EconML

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Tips on tuning DROrthoForest - is its extreme slowness during evaluation expected?

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Can you please provide some tips on tuning DROrthoForest? From its description it sounds like it would be especially useful on larger datasets due to a local component to the...

EgorKraevTransferwise

StatsModelsLinearRegression needs check_input

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If the numpy arrays passed are of type `object` and not `float`, then an exception is thrown in `param, _, rank, _ = np.linalg.lstsq(WX, wy, rcond=None)`

moprescu

Hi, About the algorithm Domain Adaptation Learner in meta-learner, is there a paper describing this algorithm in detail? Thank you very much

hsnowsunny

Difference between X and W

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Hi! Can you explain what the difference between confounders and controls in Double ML? Shouldn't we consider all the features as X because confounders (W) influence on Y and therefore...

anastasiapyanova

new topic in discussion

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Hi team, is there any reason to adopt randomforest as model_final in ForestDRLearner? how about 'boosting-tree' based model_final, such as lightgbm? Regards, Yan

ysong2123

ModuleNotFoundError: No module named 'econml.tests'

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I tried to run this on my local and Google Colab, both provided the same error. I am simply trying to run an example in your documentation: ``` # Main...

advancehs

Why we can use E[T|X, W, Z] as the instrument in DRIV/OrthoIV approaches?

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I am not sure why it is reasonable to use E[T|X, W, Z] as the Z in DRIV/OrthoIV. Is there any paper I can refer to? Also, In my simulation,...

yujias424

is there any version supporting GPU core? Currently, i used 'pip install econml' in GCP gpu core machine, but i got some issue when trying 'from econml.dml.dml import LinearDML, SparseLinearDML'

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ysong2123

Beginner question: getting CATE estimations & confidence intervalls

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Hi, based on the attached graph, I would like to estimate the CATE for the variable 'komplex' (discret) on 'dlz_implementierung' (continuous) based on the treatment 'spm' (binary). From the data...

darjooling86

Tests running workflows with GitHub Actions

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xrowan