EconML
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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...
support criterion `mse` and `squared_error` in different sklearn version
Hi there, I'm trying to apply DML to a case where there's only one treatment intervention, but multiple outcome metrics. To save on compute time, I'd like to train `model_t`...
Hi there, I have noted the following discussion here: https://github.com/microsoft/EconML/issues/589 What I'm curious about is, in a real scenario, for some FEATURES, I can't know which ones have an effect...
Hi, I am experimenting with the great EconML package but I am having some weird results with the function CausalForestDML. I am using the same code from [this](https://github.com/microsoft/EconML/blob/main/notebooks/ForestLearners%20Basic%20Example.ipynb) notebook with...
Hi, thanks for the great library for causal inference. I was trying to implement CausalAnalysis for the multiclass classification problem but it says "AssertionError: Multiclass classification isn't supported". Is there...
I would like to know how to use econml to process industrial level data? Does EconML now support using GPU clusters, or spark? Thanks!
Hi, I have a question related to the input of DynamicDML estimation. The comment suggests the input outcome is one-dimensional array with its length = **n_groups * n_periods**. **n_periods** means...
hi, is there any method to test model calibration for a doubly robust estimator? Like test_calibration in GRF(https://grf-labs.github.io/grf/articles/diagnostics.html) to test if the model is well calibrated?
