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I have a set of data. After using the PC algorithm to get the directed acyclic graph, how can I get the directed matrix that reflects the causal relationship between variables based on the causality t…
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With FCM-based methods, for instance DirectiINGAM, how do we get DAG so that we can compare and contrast the structure with other methods such as PC,FCI, GES etc? Are there any utilities?
from cau…
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I have used the synthetic data generation script provided in this repository. While generating synthetic data, I have a few queries and concerns.
1. Firstly, I would like to know whether the synthe…
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Hi Dr Ramsey,
I could run the files on my laptop with no issue. However I found that in "sample_r_codeU.R", where $U\in \{2, 3, 4, 5, 6\}$, it is throwing error because of the above problem. I chan…
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Hello,
This is the second time I ask a question. Thanks for your wonderful work.
When we use the OLS linear regression method, we can't get 0 even if there is no edge between two variable nodes.…
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Hello, I’d first like to thank you for this incredible package (along with the interesting papers on LiNGAM you’ve published)!
I’m currently trying to employ this package in my Causal Inference pip…
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I am planning to get rid of Java dependencies in [cause2e](https://github.com/MLResearchAtOSRAM/cause2e) by replacing py-causal with causal-learn for the discovery step.
However, my applications re…
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**Version information:**
v0.7.1
**Background:**
Hello! Thanks for the great package for Causal Inference as a whole!
I'm currently attempting to perform causal inference on rather large sets o…
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Data I used contained two variables as follows:
```python
np.random.seed(0)
size = 1000
x = np.random.uniform(size=size)
y = 2.0*x + np.random.uniform(size=size)
df_x_y = pd.DataFrame({'x': x, '…
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Hello,
I have faced two issues [one from removing 'SID' package from R and the other incompatible format of the graph] when I run this example:
https://github.com/py-why/dowhy/blob/master/docs/sou…