EconML
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py-why
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goal...
Not sure if anyone else has come across this problem. I used pickle to save model file and the resulting file is over 20G. My dataset has around 600K records,...
I've been running econ.dml's CausalForestDML. However, today when I tried to import econ.dml, I got this error: ImportError: numpy.core.multiarray failed to import
Hi, I have some doubts about structural equation of DML. In EconML , structural equation of DML like this :  But in the Robinsons or Chernozhukov paper, structural equation...
Currently in our DRLearner notebook, we only input X and assume W is None. this confused the users about X and W. We should make it more clear.
Hello everyone, I am running OrthoForest from DoWhy but it is running for days without result. I get this message: "2022-01-16 20:57:41.811540: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'cudart64_101.dll';...
how to deal with this problem? I need help
Can we compare performance of DML estimators to DR Estimators based on the output of score method?
Hi, Thanks for the great package and super helpful documentation. I am working on a problem for estimating HTE's for a binary treatment and tried a couple of DML as...
For most learners the formulas for equations is created using ".. math ::" in the docstring and easily readable, however for CausalForest and CausalForestDML it is created using ".. code-block::"...
Would it be possible to harmonize the notation across the different learners? For example, the treatment propensity model is referred to as `model_t` in CausalForest, `model_T` in DMLOrthoForest, `propensity_model` in...
