SURE - Discovering causal structure

[Jake248Newman]

No description provided.

[jmafoster1]

This is looking good so far!

[codecov]

Codecov Report

❌ Patch coverage is 98.12500% with 6 lines in your changes missing coverage. Please review.
✅ Project coverage is 97.98%. Comparing base (6dae63f) to head (67ca9ac).
⚠️ Report is 2 commits behind head on main.

Files with missing lines	Patch %	Lines
causal_testing/discovery/abstract_discovery.py	97.14%	3 Missing ⚠️
causal_testing/__main__.py	96.29%	2 Missing ⚠️
causal_testing/discovery/hill_climber_discovery.py	98.21%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #385      +/-   ##
==========================================
+ Coverage   97.89%   97.98%   +0.09%     
==========================================
  Files          27       31       +4     
  Lines        1568     1838     +270     
==========================================
+ Hits         1535     1801     +266     
- Misses         33       37       +4     

Files with missing lines	Coverage Δ
causal_testing/discovery/nsga_discovery.py	100.00% <100.00%> (ø)
...esting/estimation/abstract_regression_estimator.py	96.77% <100.00%> (+0.10%)	⬆️
..._testing/estimation/linear_regression_estimator.py	100.00% <ø> (ø)
...esting/estimation/logistic_regression_estimator.py	100.00% <100.00%> (ø)
...ing/estimation/multinomial_regression_estimator.py	100.00% <100.00%> (ø)
causal_testing/main.py	100.00% <100.00%> (ø)
causal_testing/specification/causal_dag.py	98.83% <100.00%> (+0.58%)	⬆️
causal_testing/testing/causal_effect.py	100.00% <100.00%> (+1.44%)	⬆️
causal_testing/testing/metamorphic_relation.py	100.00% <100.00%> (ø)
causal_testing/discovery/hill_climber_discovery.py	98.21% <98.21%> (ø)
... and 2 more

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[jmafoster1]

Thanks for your work on this @Jake248Newman. This looks fine to me, so feel free to merge today, unless you can see anything obviously missing. We can make separate PRs for any minor changes we need as part of the evaluation