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[Doc] A fix to inconsistent ticks in Base module #2734

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Reference Issues/PRs

Fixes #809

What does this implement/fix? Explain your changes.

This PR fixes the inconsistent use of double tick quotes in docstring #809 In the base module i fixed all the misusage of tick quotes.

Does your contribution introduce a new dependency? If yes, which one?

No

Any other comments?

No

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@aeon-actions-bot aeon-actions-bot bot added the documentation Improvements or additions to documentation label Apr 7, 2025
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Thank you for contributing to aeon

I have added the following labels to this PR based on the title: [ $\color{#F3B9F8}{\textsf{documentation}}$ ].

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@Ahmed-Zahran02
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@MatthewMiddlehurst

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Please check the docs so make sure your changes render correctly. There are quite a few with only one `, which may not be as you intended.

Comment on lines 24 to 33
- reset estimator to post-init - ``reset(keep)``
- clone stimator (copy) - ``clone(random_state)``
- inspect tags (class method) - ``get_class_tags()``
- inspect tags (one tag, class) - ``get_class_tag(tag_name, tag_value_default
, raise_error)``
- inspect tags (all) - ``get_tags()``
- inspect tags (one tag) - ``get_tag(tag_name, tag_value_default
, raise_error)``
- setting dynamic tags - ``set_tags(**tag_dict)``
- get fitted parameters - ``get_fitted_params(deep)``
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use the previous indentation please

@@ -17,23 +17,24 @@

class BaseAeonEstimator(BaseEstimator, ABC):
"""
Base class for defining estimators in aeon.
Base class for defining estimators in ``aeon``.
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Curious, do other packages i.e. scikit-learn do this for their package name?


All estimators have the attribute:

- fitted state flag - is_fitted
- fitted state flag - `is_fitted`
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Not code style?

@@ -433,13 +436,13 @@ def __sklearn_tags__(self):
return sklearn_tags

def _validate_data(self, **kwargs):
"""Sklearn data validation."""
"""``Sklearn`` data validation."""
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sklearn if this is codestyle

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[DOC] Inconsistent double tick quotes in docstrings
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