Spelling #179

jsoref · 2025-11-16T11:59:33Z

This PR corrects misspellings identified by the check-spelling action

The misspellings have been reported at https://github.com/jsoref/qolmat/actions/runs/19405194352/attempts/1#summary-55518687528

The action reports that the changes in this PR would make it mostly happy: https://github.com/jsoref/qolmat/actions/runs/19405194487/attempts/1#summary-55518687988

Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>

jsoref · 2025-11-16T12:00:08Z

CONTRIBUTING.rst


 If you're adding a class or a function, then you'll need to add a docstring with a doctest. We follow the `numpy docstring convention <https://sphinxcontrib-napoleon.readthedocs.io/en/latest/example_numpy.html>`_, so please do too.
-Any estimator should follow the [scikit-learn API](https://scikit-learn.org/stable/developers/develop.html), so please follow these guidelines.
+Any estimator should follow the `scikit-learn API <https://scikit-learn.org/stable/developers/develop.html>`_, so please follow these guidelines.


I saw this while I was creating the PR -- the old notation is Markdown, but this file is RST.

jsoref · 2025-11-16T12:01:32Z

examples/tutorials/plot_tuto_hole_generator.py

 uniform_mask = uniform_generator.split(df)[0]

-print("Pourcentage of additional missing values:")
+print("Percentage of additional missing values:")


It's possible this is some intentional thing, but I'm hoping it isn't.

Note that there was one file that appeared to have some French -- I skipped some content there.

jsoref · 2025-11-16T12:03:01Z

qolmat/imputations/rpca/rpca_noisy.py

@@ -1,4 +1,4 @@
-"""Script for an the noisy RPCA."""
+"""Script for the noisy RPCA."""


It's possible that the the should be dropped instead of an -- I can't tell.

jsoref · 2025-11-16T12:04:50Z

tests/imputations/test_em_sampler.py

-        X_perturbated = X_imputed + Delta
-        llikelihood_perturbated = imputer.get_loglikelihood(X_perturbated)
-        assert llikelihood_perturbated < llikelihood_imputed
-    X_perturbated = X
-    X_perturbated[np.isnan(X)] = 0
-    llikelihood_perturbated = imputer.get_loglikelihood(X_perturbated)
-    assert llikelihood_perturbated < llikelihood_imputed
+        X_perturbed = X_imputed + Delta
+        llikelihood_perturbed = imputer.get_loglikelihood(X_perturbed)
+        assert llikelihood_perturbed < llikelihood_imputed
+    X_perturbed = X
+    X_perturbed[np.isnan(X)] = 0
+    llikelihood_perturbed = imputer.get_loglikelihood(X_perturbed)
+    assert llikelihood_perturbed < llikelihood_imputed


Technically, perturbate is an archaic word, and thus a conjugation of it would also exist (as an archaic word). Practically, there's no reason to use it.

jsoref added 30 commits November 16, 2025 06:49

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jsoref added 29 commits November 16, 2025 06:50

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		@@ -1,4 +1,4 @@
		"""Script for an the noisy RPCA."""
		"""Script for the noisy RPCA."""

Spelling #179

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