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I've been browsing through the codebases of several popular causal inference libraries and I am especially interested in the relationship of `do-intervension` vs uplifting models (methods in econml/ca…
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Hi,
Thanks for this awesome package!
I wanted to get some more info on the Sklearn Interface.
How does the Sklearn Interface relate to structural models and Bayesian networks that can be use…
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I'm trying the tutorial of causalnex, but I got `OSError` when I use `StructureModel.plot_structure`.
My trial environment is:
OS: Ubuntu 20.04
Memory: 24GiB
CPU: Intel Core i7(8th gen)
…
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## Description
When using the non linear DAGRegressor very different results are returned depending on whether prediction data is provided as float or int. See example below.
## Context
When wri…
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## Description
The documentation shows unchanged values after applying `.do_intervention()` in the following snippets:
https://causalnex.readthedocs.io/en/latest/03_tutorial/01_first_tutorial.html…
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Hi!
Thank you for the awesome work you did with causalnex. I am building a project that uses causalnex and was wondering if you have a preferred citation key or would you prefer I cite the NoTears pa…
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hello ,everyone.
## Description
I'm trying the tutorial of causalnex, but I will plot repeat edges when I use StructureModel.plot_structure.
`
from causalnex.structure import StructureModel
sm …
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The FAQ on readthedocs contains a link in [the last section](https://causalnex.readthedocs.io/en/latest/05_resources/05_faq.html#how-can-i-find-out-more-causalnex) to the [RELEASE.md](https://github.c…
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## Description
Hi, I have a problem when running DYNOTEARS on top of dataframe.
Seems like the method does not recognise that `df.index` is `int`.
## Steps to Reproduce
1. second cell from this …