Native C++ adapter for hamstest Kolmogorov-Smirnov permutation tests

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Project description

hamstest-adapter-ks

Native C++ adapter for hamstest.permutation_tests.kstest.KSTest.

Installation

pip install hamstest-adapter-ks

The package depends on hamstest>=0.1.0,<0.2.0. When installed, importing hamstest.permutation_tests.kstest.KSTest registers this adapter and lets hamstest use the native fast path automatically.

Usage

from hamstest import Estimator
from hamstest.permutation_tests.kstest import KSTest

test = KSTest(100, 900)
estimator = Estimator(test, sample_size=101, seed=0)
log_pvalue, log_pvalue_stderr = estimator.estimate(30000)

If the adapter is not installed or cannot be loaded, hamstest falls back to the pure Python implementation.

Project

Source code and issue tracking are available at https://github.com/golikov-nik/hamstest.

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0.1.0

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