Timo Flesch

hey, first of all I'd like to thank you for providing such a fantastic resource! Apologies for being pedantic, there is a very minor issue on chapter 10, in the...

update requirements.txt to latest dowhy/econml releases

2

- The link to the dowhy package in requirements.txt is dead as the repo migrated from microsoft to pywhy - upgrading dowhy to 0.8 seems to fix issue https://github.com/transferwise/auto-causality/issues/185 -...

…dataset large and "all" estimators requested #188

The following code block is intended to filter the list of all implemented estimators by the problem (backdoor or iv). It doesn't do this if the dataset exceeds 1000 rows:...

AttributeError("'NewDummy' object has no attribute 'causal_estimator'"),

1

When running autocausality.fit with standard settings, the following error pops up on every trial: >[flaml.tune.tune: 09-14 15:16:33] {110} INFO - result: {'norm_erupt': -inf, 'estimator_name': 'backdoor.auto_causality.models.NewDummy', 'exception': AttributeError("'NewDummy' object has no...

best_config should return component models, too

3

In our presentation last week it occured to me that the best_config dict seems to contain only the name of the causal model and - if it has any -...