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Commits on Feb 20, 2026

• Merge pull request #49 from jzluo/numba64

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• bump to 0.7.2

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• bump numba requirement to 0.64

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Commits on Jan 29, 2026

• bump version to 0.7.1

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• move typing-extensions to main dependency, gated by python version

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• add polars to test pypi workflow

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• bump version to 0.7.0

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• Merge pull request #48 from jzluo/compat

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• tests: remove redundant imports

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• fix: add typing_extensions fallback for Self

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• lower python requirement to 3.10

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• tests: verify that polars input is accepted by the estimators

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Commits on Jan 15, 2026

• bump version to 0.6.0

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• Merge pull request #46 from jzluo/firth-penalty-weight

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• add penalty_weight to readme

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• statsmodels adapter: add penalty_weight support

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• cox numba: add penalty_weight parameter

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• cox numpy: add penalty_weight parameter

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• logistic numba: add penalty_weight parameter

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• logistic numpy: add penalty_weight term

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• cox and logistic: init and validate penalty_weight

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Commits on Jan 14, 2026

• bump version to 0.5.0

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• Merge pull request #45 from jzluo/detect-separation

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• simplify 0/1 label check in detect_separation

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• label intercept explicitly in detect_separation summary for numpy arrays

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• add detect_separation utility

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Commits on Jan 13, 2026

• refresh benchmarks for 0.4.0

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• bump version to 0.4.0

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• Merge pull request #44 from jzluo/lrt-warm-start

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• Fix pre-commit mypy to use project environment. It didn't have numpy/scipy stubs previously

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• statsmodels adapter: return null matrix instead of None if _cov is none

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• readme: mention warm_start parameter in LRT section

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• add numba compilation warning to readme

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Commits on Jan 12, 2026

• add tests for LRT warm start

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• lrt: add a warm_start parameter to lrt() to make it optional, default to True

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