cause2e

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Allow Java VM restart

1

Currently, the Java VM cannot be restarted after it is shut down. This limitation can be avoided if we run all tasks that require the VM in a separate process...

dg46

Exception handling

1

Currently, we have only minimal handling of exceptions. Given that causal analyses with cause2e have a mostly fixed structure, it would be helpful for the users to receive clearer feedback,...

dg46

Currently we only get point estimates of the causal effects, assuming that our causal graph is flawless. If the graph is wrong, we have no idea how bad our estimation...

dg46

Replace py-causal by causal-learn?

2

[Causal-learn](https://github.com/cmu-phil/causal-learn) "is a python package for causal discovery that implements both classical and state-of-the-art causal discovery algorithms, which is a Python translation and extension of Tetrad." If it provides the...

dg46

The functionality for estimating multiple causal effects at once and triggering cause2e's reporting capabilities is currently only implemented for linear estimation methods. At least for the ATE, it should be...

dg46