Allow censoring Categorical distributions #7662
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Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@
## main #7662 +/- ##
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Coverage 92.92% 92.92%
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Files 107 107
Lines 18299 18308 +9
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+ Hits 17004 17013 +9
Misses 1295 1295
🚀 New features to boost your workflow:
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| res = pt.switch( | ||
| def logp(value, p): | ||
| k = pt.shape(p)[-1] | ||
| value, safe_value_p = Categorical._safe_index_value_p(value, p) |
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I don't love making _safe_index_value_p a method. What's the conceptual advantage vs just being a function?
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doesn't clutter the namespace, that's the only difference
I did... it's in the Censored. Since there is no Categorical scipy distribution, I would just be comparing two implementations written by me? |
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Ah, I tested the logp... hmm okay okay |
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ricardoV94
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Jul 15, 2025
| lambda value, p: categorical_logpdf(value, p), | ||
| ) | ||
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| def test_categorical_logp_batch_dims(self): | ||
| check_selfconsistency_discrete_logcdf( |
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This tests the logcdf
jessegrabowski
approved these changes
Jul 15, 2025
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Reported missing functionality in https://discourse.pymc.io/t/how-to-setup-a-censored-orderedlogistic-model/16451
📚 Documentation preview 📚: https://pymc--7662.org.readthedocs.build/en/7662/