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## Description
I am working on the creation of a model to predict fire occurrences.
I generated this graph:
![image](https://user-images.githubusercontent.com/26856205/179129884-37d1f72a-4d9…
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## Description
Cuda-related error when training NOTEARS on GPU. It seems some data are not placed onto GPU properly.
## Context
Training NOTEARS
## Steps to Reproduce
Training NOTEARS on GPU
…
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## Description
When trying to set the cpd table (using BayesianNetwork.set_cpd) for a node that does not have MultiIndex columns, there is an error: `AttributeError: 'Index' object has no attribute '…
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# it seems to be some issue with the code in sam.py forward function:
if self.linear:
output = self.input_layer(data, noise, adj_matrix * self.skeleton)
# it change the graph ma…
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## Description
I tried the code below:
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from causalnex.structure import StructureModel
test2sm = StructureModel()
test2sm.add_edges_from([('a','b'),('a',…
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## Description
Causalnex gives wrong auc
## Steps to Reproduce
roc, auc = roc_auc(..)
Compute probability with bn.predict_probability(..)
from sklearn import metrics
print(auc, metrics.roc_auc…
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I wanted to re-open https://github.com/quantumblacklabs/causalnex/issues/91 but didn't have the permissions, hence the new issue. Aren't you folks using the same boston dataset [in another part of the…
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## Description
Most of the developers are using python with Docker now a days and I see instructions contain only conda and pycharm. I will suggest to have the setup with Docker as well
## Context…
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Hi,
I have been using Causalnex library over the past month in my PhD and its amazing even with large number of features.
I am currently exploring Inference engine for do-intervention step and I …
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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…