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- [ ] Add unit tests
- [ ] Add license file
- [ ] Add longer description
- [ ] Add docstrings for classes
- [ ] Set up docs / or add part in docs.doubleml.org
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### Describe the feature you want to propose or implement
Would be nice to extend the `DoubleMLIRM` class to accommodate multiple discrete-valued treatments $w \in \mathcal{W}$, where the estimation …
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Hi James,
great work on this. Was wondering if you were planning to provide a scikit-learn style API for this package? Would largely involve writing [init/fit/predict/score](https://scikit-learn.o…
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* https://github.com/DoubleML/doubleml-for-py
* https://github.com/microsoft/EconML
* https://humboldt-wi.github.io/blog/research/applied_predictive_modeling_19/double_machine_learning/
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If one selects a subclass (like `DoubleMLPLR`) and expands the inherited methods (from `DoubleML`) the hyperlinks don't work.
See screenshots
![image](https://user-images.githubusercontent.com/74…
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This issue might be relevant for R as well:
https://github.com/DoubleML/doubleml-for-py/issues/85
We should ...
- [ ] ... shortly explain the dimensions `all_coef` (etc.) in the documentatio…
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Seems to be caused by the new scikit-learn in version `1.0.0`, see https://github.com/DoubleML/doubleml-docs/runs/3742278774?check_suite_focus=true.
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### Describe the bug
This is more of a nitpick :) I think there is an implicit assumption that the types of the `outcome_variable` and `treatment_variable(s)` should be float. So if we provide a data…
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### Describe the feature you want to propose or implement
Hi! I am working on using the DML package to try and reproduce previous impact evaluation studies done with OLS to study causal inference. I …
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Even when I set both prediction functions to be lasso, which should support for sparse matrix in sklearn, the doubleml pkg throws the error that sparse matrix is not supported. Transforming the matrix…