Causal Graph not provided. DoWhy will construct a graph based on data inputs.
harimshin opened this issue · comments
Describe the bug
I get messages "Causal Graph not provided. DoWhy will construct a graph based on data inputs." when trying to create causal graph.
Steps to reproduce the behavior
Please see In [8] of following link:
https://github.com/harimshin/bug_report/blob/d8fad99ead7cd27e09bec7a3343f105775e00130/DoWhy_Causal_Graph_error.ipynb
You can read message as "WARNING:dowhy.causal_model:Causal Graph not provided. DoWhy will construct a graph based on data inputs."
Expected behavior
I expected to see a graph in In [10] of following link:
https://github.com/py-why/EconML/blob/7793184ed3fd336ecb92866a7c90f0e266acbed4/notebooks/CustomerScenarios/Case%20Study%20-%20Recommendation%20AB%20Testing%20at%20An%20Online%20Travel%20Company%20-%20EconML%20%2B%20DoWhy.ipynb
Version information:
- 0.11
This message is normal when you don't provide an explicit graph. Instead, DoWhy tries to construct a graph based on your arguments specifying treatment, outcome and confounding variables.