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⬆️ dep-bump(deps): Bump the package-dependencies group in /rats-examp…
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…les-sklearn with 3 updates (#408)

Bumps the package-dependencies group in /rats-examples-sklearn with 3
updates: [scikit-learn](https://github.com/scikit-learn/scikit-learn),
[ruff](https://github.com/astral-sh/ruff) and
[jupytext](https://github.com/mwouts/jupytext).

Updates `scikit-learn` from 1.5.2 to 1.6.0
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/scikit-learn/scikit-learn/releases">scikit-learn's
releases</a>.</em></p>
<blockquote>
<h2>Scikit-learn 1.6.0</h2>
<p>We're happy to announce the 1.6.0 release.</p>
<p>You can read the release highlights under <a
href="https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_6_0.html">https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_6_0.html</a>
and the long version of the change log under <a
href="https://scikit-learn.org/stable/whats_new/v1.6.html">https://scikit-learn.org/stable/whats_new/v1.6.html</a></p>
<p>This version supports Python versions 3.9 to 3.13 and features an
experimental support of free-threaded CPython.</p>
<p>You can upgrade with pip as usual:</p>
<pre><code>pip install -U scikit-learn
</code></pre>
<p>The conda-forge builds can be installed using:</p>
<pre><code>conda install -c conda-forge scikit-learn
</code></pre>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/scikit-learn/scikit-learn/commit/1fecc100315d2849df114b101d4ea6d5c0977eb5"><code>1fecc10</code></a>
trigger wheel builder [cd build]</li>
<li><a
href="https://github.com/scikit-learn/scikit-learn/commit/dcce20044f6cb3d68a547df861bfa4485707e790"><code>dcce200</code></a>
link release highlights from the changelog</li>
<li><a
href="https://github.com/scikit-learn/scikit-learn/commit/7015ee60dc5e5c9447bb31c7263a7c97f63a36c7"><code>7015ee6</code></a>
DOC Release Highlights for version 1.6 (<a
href="https://github.com/scikit-learn/scikit-learn/issues/30392">#30392</a>)</li>
<li><a
href="https://github.com/scikit-learn/scikit-learn/commit/09c5c00eb3567c21683629d59d5fec2328dbd5fd"><code>09c5c00</code></a>
DOC Update <code>DummyRegressor.fit</code> docstring to be more precise
(<a
href="https://github.com/scikit-learn/scikit-learn/issues/30410">#30410</a>)</li>
<li><a
href="https://github.com/scikit-learn/scikit-learn/commit/4142775215ae927060762ad11fcfdc284cdac4b8"><code>4142775</code></a>
DOC Fix example comment being rendered as text (<a
href="https://github.com/scikit-learn/scikit-learn/issues/30412">#30412</a>)</li>
<li><a
href="https://github.com/scikit-learn/scikit-learn/commit/034b0d190dc8b07785b4d14046ccbf7ab2c3a16c"><code>034b0d1</code></a>
DOC Fix broken ref (<a
href="https://github.com/scikit-learn/scikit-learn/issues/30407">#30407</a>)</li>
<li><a
href="https://github.com/scikit-learn/scikit-learn/commit/384aeba121c00538436431e54ffae9608386c860"><code>384aeba</code></a>
generate changelog</li>
<li><a
href="https://github.com/scikit-learn/scikit-learn/commit/ea2510c880c4fef33c040c0f8d6ad3031dfc8b4f"><code>ea2510c</code></a>
bump version</li>
<li><a
href="https://github.com/scikit-learn/scikit-learn/commit/ba83d1620dd666aab17453eed9a926a863087809"><code>ba83d16</code></a>
FIX KNeighbor classes correctly set positive_only tag (<a
href="https://github.com/scikit-learn/scikit-learn/issues/30372">#30372</a>)</li>
<li><a
href="https://github.com/scikit-learn/scikit-learn/commit/03d90f3278c96c3769fa8d6a66f38e23fe7c5c3b"><code>03d90f3</code></a>
FIX test_csr_polynomial_expansion_index_overflow on [scipy-dev] (<a
href="https://github.com/scikit-learn/scikit-learn/issues/30393">#30393</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/scikit-learn/scikit-learn/compare/1.5.2...1.6.0">compare
view</a></li>
</ul>
</details>
<br />

Updates `ruff` from 0.8.2 to 0.8.3
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/astral-sh/ruff/releases">ruff's
releases</a>.</em></p>
<blockquote>
<h2>0.8.3</h2>
<h2>Release Notes</h2>
<h3>Preview features</h3>
<ul>
<li>Fix fstring formatting removing overlong implicit concatenated
string in expression part (<a
href="https://github.com/astral-sh/ruff/pull/14811">#14811</a>)</li>
<li>[<code>airflow</code>] Add fix to remove deprecated keyword
arguments (<code>AIR302</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14887">#14887</a>)</li>
<li>[<code>airflow</code>]: Extend rule to include deprecated names for
Airflow 3.0 (<code>AIR302</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14765">#14765</a>
and <a
href="https://github.com/astral-sh/ruff/pull/14804">#14804</a>)</li>
<li>[<code>flake8-bugbear</code>] Improve error messages for
<code>except*</code> (<code>B025</code>, <code>B029</code>,
<code>B030</code>, <code>B904</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14815">#14815</a>)</li>
<li>[<code>flake8-bugbear</code>] <code>itertools.batched()</code>
without explicit <code>strict</code> (<code>B911</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14408">#14408</a>)</li>
<li>[<code>flake8-use-pathlib</code>] Dotless suffix passed to
<code>Path.with_suffix()</code> (<code>PTH210</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14779">#14779</a>)</li>
<li>[<code>pylint</code>] Include parentheses and multiple comparators
in check for <code>boolean-chained-comparison</code>
(<code>PLR1716</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14781">#14781</a>)</li>
<li>[<code>ruff</code>] Do not simplify <code>round()</code> calls
(<code>RUF046</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14832">#14832</a>)</li>
<li>[<code>ruff</code>] Don't emit <code>used-dummy-variable</code> on
function parameters (<code>RUF052</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14818">#14818</a>)</li>
<li>[<code>ruff</code>] Implement <code>if-key-in-dict-del</code>
(<code>RUF051</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14553">#14553</a>)</li>
<li>[<code>ruff</code>] Mark autofix for <code>RUF052</code> as always
unsafe (<a
href="https://github.com/astral-sh/ruff/pull/14824">#14824</a>)</li>
<li>[<code>ruff</code>] Teach autofix for
<code>used-dummy-variable</code> about TypeVars etc.
(<code>RUF052</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14819">#14819</a>)</li>
</ul>
<h3>Rule changes</h3>
<ul>
<li>[<code>flake8-bugbear</code>] Offer unsafe autofix for
<code>no-explicit-stacklevel</code> (<code>B028</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14829">#14829</a>)</li>
<li>[<code>flake8-pyi</code>] Skip all type definitions in
<code>string-or-bytes-too-long</code> (<code>PYI053</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14797">#14797</a>)</li>
<li>[<code>pyupgrade</code>] Do not report when a UTF-8 comment is
followed by a non-UTF-8 one (<code>UP009</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14728">#14728</a>)</li>
<li>[<code>pyupgrade</code>] Mark fixes for
<code>convert-typed-dict-functional-to-class</code> and
<code>convert-named-tuple-functional-to-class</code> as unsafe if they
will remove comments (<code>UP013</code>, <code>UP014</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14842">#14842</a>)</li>
</ul>
<h3>Bug fixes</h3>
<ul>
<li>Raise syntax error for mixing <code>except</code> and
<code>except*</code> (<a
href="https://github.com/astral-sh/ruff/pull/14895">#14895</a>)</li>
<li>[<code>flake8-bugbear</code>] Fix <code>B028</code> to allow
<code>stacklevel</code> to be explicitly assigned as a positional
argument (<a
href="https://github.com/astral-sh/ruff/pull/14868">#14868</a>)</li>
<li>[<code>flake8-bugbear</code>] Skip <code>B028</code> if
<code>warnings.warn</code> is called with <code>*args</code> or
<code>**kwargs</code> (<a
href="https://github.com/astral-sh/ruff/pull/14870">#14870</a>)</li>
<li>[<code>flake8-comprehensions</code>] Skip iterables with named
expressions in <code>unnecessary-map</code> (<code>C417</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14827">#14827</a>)</li>
<li>[<code>flake8-pyi</code>] Also remove <code>self</code> and
<code>cls</code>'s annotation (<code>PYI034</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14801">#14801</a>)</li>
<li>[<code>flake8-pytest-style</code>] Fix
<code>pytest-parametrize-names-wrong-type</code> (<code>PT006</code>) to
edit both <code>argnames</code> and <code>argvalues</code> if both of
them are single-element tuples/lists (<a
href="https://github.com/astral-sh/ruff/pull/14699">#14699</a>)</li>
<li>[<code>perflint</code>] Improve autofix for <code>PERF401</code> (<a
href="https://github.com/astral-sh/ruff/pull/14369">#14369</a>)</li>
<li>[<code>pylint</code>] Fix <code>PLW1508</code> false positive for
default string created via a mult operation (<a
href="https://github.com/astral-sh/ruff/pull/14841">#14841</a>)</li>
</ul>
<h2>Contributors</h2>
<ul>
<li><a
href="https://github.com/AlexWaygood"><code>@​AlexWaygood</code></a></li>
<li><a
href="https://github.com/BurntSushi"><code>@​BurntSushi</code></a></li>
<li><a
href="https://github.com/DimitriPapadopoulos"><code>@​DimitriPapadopoulos</code></a></li>
<li><a
href="https://github.com/Glyphack"><code>@​Glyphack</code></a></li>
<li><a
href="https://github.com/InSyncWithFoo"><code>@​InSyncWithFoo</code></a></li>
<li><a href="https://github.com/Lee-W"><code>@​Lee-W</code></a></li>
<li><a
href="https://github.com/MichaReiser"><code>@​MichaReiser</code></a></li>
<li><a
href="https://github.com/UnknownPlatypus"><code>@​UnknownPlatypus</code></a></li>
<li><a href="https://github.com/carljm"><code>@​carljm</code></a></li>
<li><a href="https://github.com/cclauss"><code>@​cclauss</code></a></li>
<li><a
href="https://github.com/dcreager"><code>@​dcreager</code></a></li>
<li><a
href="https://github.com/dhruvmanila"><code>@​dhruvmanila</code></a></li>
<li><a href="https://github.com/dylwil3"><code>@​dylwil3</code></a></li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md">ruff's
changelog</a>.</em></p>
<blockquote>
<h2>0.8.3</h2>
<h3>Preview features</h3>
<ul>
<li>Fix fstring formatting removing overlong implicit concatenated
string in expression part (<a
href="https://github.com/astral-sh/ruff/pull/14811">#14811</a>)</li>
<li>[<code>airflow</code>] Add fix to remove deprecated keyword
arguments (<code>AIR302</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14887">#14887</a>)</li>
<li>[<code>airflow</code>]: Extend rule to include deprecated names for
Airflow 3.0 (<code>AIR302</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14765">#14765</a>
and <a
href="https://github.com/astral-sh/ruff/pull/14804">#14804</a>)</li>
<li>[<code>flake8-bugbear</code>] Improve error messages for
<code>except*</code> (<code>B025</code>, <code>B029</code>,
<code>B030</code>, <code>B904</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14815">#14815</a>)</li>
<li>[<code>flake8-bugbear</code>] <code>itertools.batched()</code>
without explicit <code>strict</code> (<code>B911</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14408">#14408</a>)</li>
<li>[<code>flake8-use-pathlib</code>] Dotless suffix passed to
<code>Path.with_suffix()</code> (<code>PTH210</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14779">#14779</a>)</li>
<li>[<code>pylint</code>] Include parentheses and multiple comparators
in check for <code>boolean-chained-comparison</code>
(<code>PLR1716</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14781">#14781</a>)</li>
<li>[<code>ruff</code>] Do not simplify <code>round()</code> calls
(<code>RUF046</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14832">#14832</a>)</li>
<li>[<code>ruff</code>] Don't emit <code>used-dummy-variable</code> on
function parameters (<code>RUF052</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14818">#14818</a>)</li>
<li>[<code>ruff</code>] Implement <code>if-key-in-dict-del</code>
(<code>RUF051</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14553">#14553</a>)</li>
<li>[<code>ruff</code>] Mark autofix for <code>RUF052</code> as always
unsafe (<a
href="https://github.com/astral-sh/ruff/pull/14824">#14824</a>)</li>
<li>[<code>ruff</code>] Teach autofix for
<code>used-dummy-variable</code> about TypeVars etc.
(<code>RUF052</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14819">#14819</a>)</li>
</ul>
<h3>Rule changes</h3>
<ul>
<li>[<code>flake8-bugbear</code>] Offer unsafe autofix for
<code>no-explicit-stacklevel</code> (<code>B028</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14829">#14829</a>)</li>
<li>[<code>flake8-pyi</code>] Skip all type definitions in
<code>string-or-bytes-too-long</code> (<code>PYI053</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14797">#14797</a>)</li>
<li>[<code>pyupgrade</code>] Do not report when a UTF-8 comment is
followed by a non-UTF-8 one (<code>UP009</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14728">#14728</a>)</li>
<li>[<code>pyupgrade</code>] Mark fixes for
<code>convert-typed-dict-functional-to-class</code> and
<code>convert-named-tuple-functional-to-class</code> as unsafe if they
will remove comments (<code>UP013</code>, <code>UP014</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14842">#14842</a>)</li>
</ul>
<h3>Bug fixes</h3>
<ul>
<li>Raise syntax error for mixing <code>except</code> and
<code>except*</code> (<a
href="https://github.com/astral-sh/ruff/pull/14895">#14895</a>)</li>
<li>[<code>flake8-bugbear</code>] Fix <code>B028</code> to allow
<code>stacklevel</code> to be explicitly assigned as a positional
argument (<a
href="https://github.com/astral-sh/ruff/pull/14868">#14868</a>)</li>
<li>[<code>flake8-bugbear</code>] Skip <code>B028</code> if
<code>warnings.warn</code> is called with <code>*args</code> or
<code>**kwargs</code> (<a
href="https://github.com/astral-sh/ruff/pull/14870">#14870</a>)</li>
<li>[<code>flake8-comprehensions</code>] Skip iterables with named
expressions in <code>unnecessary-map</code> (<code>C417</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14827">#14827</a>)</li>
<li>[<code>flake8-pyi</code>] Also remove <code>self</code> and
<code>cls</code>'s annotation (<code>PYI034</code>) (<a
href="https://github.com/astral-sh/ruff/pull/14801">#14801</a>)</li>
<li>[<code>flake8-pytest-style</code>] Fix
<code>pytest-parametrize-names-wrong-type</code> (<code>PT006</code>) to
edit both <code>argnames</code> and <code>argvalues</code> if both of
them are single-element tuples/lists (<a
href="https://github.com/astral-sh/ruff/pull/14699">#14699</a>)</li>
<li>[<code>perflint</code>] Improve autofix for <code>PERF401</code> (<a
href="https://github.com/astral-sh/ruff/pull/14369">#14369</a>)</li>
<li>[<code>pylint</code>] Fix <code>PLW1508</code> false positive for
default string created via a mult operation (<a
href="https://github.com/astral-sh/ruff/pull/14841">#14841</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/astral-sh/ruff/commit/53f2d72e022ad5ae7cfcf511318788fed959fe0b"><code>53f2d72</code></a>
Revert certain double quotes from workflow shell script (<a
href="https://github.com/astral-sh/ruff/issues/14939">#14939</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/3629cbf35a7bd6c229a7890ece9466b68dd75b01"><code>3629cbf</code></a>
Use double quotes consistently for shell scripts (<a
href="https://github.com/astral-sh/ruff/issues/14938">#14938</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/37f433814c41e05860c2284ed359404318466929"><code>37f4338</code></a>
Bump version to 0.8.3 (<a
href="https://github.com/astral-sh/ruff/issues/14937">#14937</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/45b565cbb5b21e16ef58d1c649f7bb1f96cbad24"><code>45b565c</code></a>
[red-knot] <code>Any</code> cannot be parameterized (<a
href="https://github.com/astral-sh/ruff/issues/14933">#14933</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/82faa9bb62e66a562f8a7ad81a645162ca558a08"><code>82faa9b</code></a>
Add tests demonstrating f-strings with debug expressions in replacements
that...</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/2eac00c60fd11409947679781f1d1db563f0d5d5"><code>2eac00c</code></a>
[<code>perflint</code>] fix invalid hoist in <code>perf401</code> (<a
href="https://github.com/astral-sh/ruff/issues/14369">#14369</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/033ecf5a4bce28abdcaeee7a18c4ededd2390d27"><code>033ecf5</code></a>
Also have zizmor check for low-severity security issues (<a
href="https://github.com/astral-sh/ruff/issues/14893">#14893</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/5509a3d7ae723b3af61a4daccd7e45f7d1ea40b7"><code>5509a3d</code></a>
Add LSP settings example for Zed editor (<a
href="https://github.com/astral-sh/ruff/issues/14894">#14894</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/e4885a2fb2b0b1fa340f4c5af076184f86481e46"><code>e4885a2</code></a>
[red-knot] Understand <code>typing.Tuple</code> (<a
href="https://github.com/astral-sh/ruff/issues/14927">#14927</a>)</li>
<li><a
href="https://github.com/astral-sh/ruff/commit/a7e5e42b883efda19979ed6e8be137cb5b9612a3"><code>a7e5e42</code></a>
[red-knot] Make <code>attributes.md</code> test future-proof (<a
href="https://github.com/astral-sh/ruff/issues/14923">#14923</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/astral-sh/ruff/compare/0.8.2...0.8.3">compare
view</a></li>
</ul>
</details>
<br />

Updates `jupytext` from 1.16.4 to 1.16.5
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/mwouts/jupytext/releases">jupytext's
releases</a>.</em></p>
<blockquote>
<h2>Version 1.16.5</h2>
<p><strong>Fixed</strong></p>
<ul>
<li>We have fixed a notebook corruption issue when using Jupytext with
Jupyter-Collaboration (<a
href="https://github.com/mwouts/jupytext/issues/1124">#1124</a>,
<a
href="https://github.com/jupyterlab/jupyter-collaboration/issues/214">jupyter-collaboration
214</a>).</li>
<li>We have added the <code>require_hash</code> argument on the Jupytext
contents manager. The hash of a paired file is the concatenation of the
hash of the text file and the hash for the <code>.ipynb</code> file (<a
href="https://github.com/mwouts/jupytext/issues/1165">#1165</a>)</li>
<li>The <code>rst2md</code> tests have been fixed by requiring
<code>sphinx&lt;8</code> (<a
href="https://github.com/mwouts/jupytext/issues/1266">#1266</a>)</li>
<li>Some dependencies of the JupyterLab extensions were updated (<a
href="https://github.com/mwouts/jupytext/issues/1272">#1272</a>,
<a
href="https://github.com/mwouts/jupytext/issues/1273">#1273</a>,
<a
href="https://github.com/mwouts/jupytext/issues/1280">#1280</a>,
<a
href="https://github.com/mwouts/jupytext/issues/1285">#1285</a>,
<a
href="https://github.com/mwouts/jupytext/issues/1290">#1290</a>)</li>
<li>The pre-commit hook is now compatible with log.showsignature=True
(<a
href="https://github.com/mwouts/jupytext/issues/1281">#1281</a>).
Thanks to <a href="https://github.com/jlec">Justin Lecher</a> for this
fix.</li>
</ul>
<p><strong>Added</strong></p>
<ul>
<li>Jupytext is now tested with Python 3.13 (<a
href="https://github.com/mwouts/jupytext/issues/1242">#1242</a>).
Thanks to <a href="https://github.com/jamesjer">Jerry James</a> for the
suggested fixes!</li>
<li>The extension of a notebook piped into stdin will be taken in the
notebook metadata (<a
href="https://github.com/mwouts/jupytext/issues/1282">#1282</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/mwouts/jupytext/blob/main/CHANGELOG.md">jupytext's
changelog</a>.</em></p>
<blockquote>
<h2>1.16.5 (2024-12-15)</h2>
<p><strong>Fixed</strong></p>
<ul>
<li>We have fixed a notebook corruption issue when using Jupytext with
Jupyter-Collaboration (<a
href="https://github.com/mwouts/jupytext/issues/1124">#1124</a>,
<a
href="https://github.com/jupyterlab/jupyter-collaboration/issues/214">jupyter-collaboration
214</a>).</li>
<li>We have added the <code>require_hash</code> argument on the Jupytext
contents manager. The hash of a paired file is the concatenation of the
hash of the text file and the hash for the <code>.ipynb</code> file (<a
href="https://github.com/mwouts/jupytext/issues/1165">#1165</a>)</li>
<li>The <code>rst2md</code> tests have been fixed by requiring
<code>sphinx&lt;8</code> (<a
href="https://github.com/mwouts/jupytext/issues/1266">#1266</a>)</li>
<li>Some dependencies of the JupyterLab extensions were updated (<a
href="https://github.com/mwouts/jupytext/issues/1272">#1272</a>,
<a
href="https://github.com/mwouts/jupytext/issues/1273">#1273</a>,
<a
href="https://github.com/mwouts/jupytext/issues/1280">#1280</a>,
<a
href="https://github.com/mwouts/jupytext/issues/1285">#1285</a>,
<a
href="https://github.com/mwouts/jupytext/issues/1290">#1290</a>)</li>
<li>The pre-commit hook is now compatible with log.showsignature=True
(<a
href="https://github.com/mwouts/jupytext/issues/1281">#1281</a>).
Thanks to <a href="https://github.com/jlec">Justin Lecher</a> for this
fix.</li>
</ul>
<p><strong>Added</strong></p>
<ul>
<li>Jupytext is now tested with Python 3.13 (<a
href="https://github.com/mwouts/jupytext/issues/1242">#1242</a>).
Thanks to <a href="https://github.com/jamesjer">Jerry James</a> for the
suggested fixes!</li>
<li>The extension of a notebook piped into stdin will be taken in the
notebook metadata (<a
href="https://github.com/mwouts/jupytext/issues/1282">#1282</a>)</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/mwouts/jupytext/commit/d0e5b7a193d29549628880c4f4124d75a9a6f557"><code>d0e5b7a</code></a>
Implement <code>require_hash</code></li>
<li><a
href="https://github.com/mwouts/jupytext/commit/7ecc40613356793b353fc9602d1e96a532c9d782"><code>7ecc406</code></a>
Add a MIT badge</li>
<li><a
href="https://github.com/mwouts/jupytext/commit/f2e1b9d077f9b2abff5af109072a70b7a588a2ae"><code>f2e1b9d</code></a>
Ensure that we get the text as text (not json)</li>
<li><a
href="https://github.com/mwouts/jupytext/commit/8dccab4137e654223af67963eeef76085adc1dac"><code>8dccab4</code></a>
Update CHANGELOG</li>
<li><a
href="https://github.com/mwouts/jupytext/commit/4d95e36e2a3725427b9850553200a3067d73514c"><code>4d95e36</code></a>
Use metadata to determine the extension of notebooks coming from
stdin</li>
<li><a
href="https://github.com/mwouts/jupytext/commit/4f9b8beffbc4ef51a9b1eb84b2621a70f21551ee"><code>4f9b8be</code></a>
Remove defaults channel</li>
<li><a
href="https://github.com/mwouts/jupytext/commit/b3c5b973c0b9fd09adc95e38bdcad6c6ebca6aaf"><code>b3c5b97</code></a>
Update CHANGELOG.md</li>
<li><a
href="https://github.com/mwouts/jupytext/commit/1c812f59b1b9fd64028641aafd3a683398d50cdc"><code>1c812f5</code></a>
fix: <a
href="https://github.com/mwouts/jupytext/issues/1281">#1281</a>
pre-commit fails with log.showsignature=True</li>
<li><a
href="https://github.com/mwouts/jupytext/commit/57751911aaea48ea6d430ed0c4309d5b386e9fde"><code>5775191</code></a>
Skip the test with 'pre' versions</li>
<li><a
href="https://github.com/mwouts/jupytext/commit/36ddbb1586cc51eb5fee6c3e58159c448106b886"><code>36ddbb1</code></a>
List the versions of the Jupyter components</li>
<li>Additional commits viewable in <a
href="https://github.com/mwouts/jupytext/compare/v1.16.4...v1.16.5">compare
view</a></li>
</ul>
</details>
<br />


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