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feat: enhance docstrings and support aggregate count data in binomial…#45

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jonathan-taylor merged 4 commits intomainfrom
fix/docstrings
Mar 12, 2026
Merged

feat: enhance docstrings and support aggregate count data in binomial…#45
jonathan-taylor merged 4 commits intomainfrom
fix/docstrings

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…/multinomial GLMs

  • Add input_data_rationale.md to explain expected data structures.
  • Improve and standardize docstrings across FastNetMixin and path estimators.
  • Refactor _get_data in _utils.py for cleaner DataFrame handling.
  • Add robust support for (trials, successes) input in BinomialGLM, BinomialRegGLM, and LogNet.
  • Add robust support for multi-class count inputs in MultiClassNet.
  • Add test suite covering count data processing for all binomial/multinomial GLMs.

…/multinomial GLMs

- Add `input_data_rationale.md` to explain expected data structures.
- Improve and standardize docstrings across `FastNetMixin` and path estimators.
- Refactor `_get_data` in `_utils.py` for cleaner DataFrame handling.
- Add robust support for (trials, successes) input in `BinomialGLM`, `BinomialRegGLM`, and `LogNet`.
- Add robust support for multi-class count inputs in `MultiClassNet`.
- Add test suite covering count data processing for all binomial/multinomial GLMs.
@jonathan-taylor jonathan-taylor merged commit a949c47 into main Mar 12, 2026
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