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73 changes: 51 additions & 22 deletions devel/CHANGELOG/index.html
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<li>Add new backend implementations for influence computation
to account for block-diagonal approximations
<a href="https://github.com/aai-institute/pyDVL/pull/582">PR #582</a></li>
<li>Extend <code>DirectInfluence</code> with block-diagonal and Gauss-Newton
approximation
<a href="https://github.com/aai-institute/pyDVL/pull/591">PR #591</a></li>
</ul>
<h2 id="changed">Changed<a class="headerlink" href="#changed" title="Permanent link">&para;</a></h2>
<ul>
<li><strong>Breaking Changes</strong></li>
<li>Rename parameter <code>hessian_regularization</code> of <code>DirectInfluence</code>
to <code>regularization</code> and change the type annotation to allow
for block-wise regularization parameters
<a href="https://github.com/aai-institute/pyDVL/pull/591">PR #591</a></li>
</ul>
<h2 id="092-bug-fixes-logging-improvement">0.9.2 - 🏗 Bug fixes, logging improvement<a class="headerlink" href="#092-bug-fixes-logging-improvement" title="Permanent link">&para;</a></h2>
<h3 id="added_1">Added<a class="headerlink" href="#added_1" title="Permanent link">&para;</a></h3>
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depending on OS)
<a href="https://github.com/aai-institute/pyDVL/pull/579">PR #579</a></li>
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<ul>
<li>Changed logging behavior of iterative methods <code>LissaInfluence</code> and
<code>CgInfluence</code> to warn on not achieving desired tolerance within <code>maxiter</code>,
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are available through <code>pydvl.utils.cache</code>
<a href="https://github.com/aai-institute/pyDVL/pull/509">PR #509</a> </li>
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<li>Add property <code>model_dtype</code> to instances of type <code>TorchInfluenceFunctionModel</code></li>
<li>Bump versions of CI actions to avoid warnings
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<li>Fixed bug with checking for converged values in semivalues
<a href="https://github.com/appliedAI-Initiative/pyDVL/pull/341">PR #341</a></li>
</ul>
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<li>Add applications of data valuation section, display examples more prominently,
make all sections visible in table of contents, use mkdocs material cards
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<li>Adapt notebooks to new influence abstractions
<a href="https://github.com/aai-institute/pyDVL/issues/430">PR #430</a></li>
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<li>Refactor and simplify caching implementation
<a href="https://github.com/aai-institute/pyDVL/pull/458">PR #458</a></li>
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<li>Fix initialization of <code>data_names</code> in <code>ValuationResult.zeros()</code>
<a href="https://github.com/aai-institute/pyDVL/pull/443">PR #443</a></li>
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<li>No longer using docker within tests to start a memcached server
<a href="https://github.com/aai-institute/pyDVL/pull/444">PR #444</a></li>
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[https://arxiv.org/abs/2211.06800]
<a href="https://github.com/aai-institute/pyDVL/pull/338">PR #338</a></li>
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<li>Replaced sphinx with mkdocs for documentation. Major overhaul of documentation
<a href="https://github.com/aai-institute/pyDVL/pull/352">PR #352</a></li>
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minor additions to <code>update_docs.py</code>.
- Parallelization of exact combinatorial Shapley.
- Integrated KNN shapley into the main interface <code>compute_shapley_values</code>.</p>
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<h3 id="changed_7">Changed<a class="headerlink" href="#changed_7" title="Permanent link">&para;</a></h3>
<p>In <a href="https://github.com/aai-institute/pyDVL/pull/161">PR #161</a>:
- Improved main docs and Shapley notebooks. Added or fixed many docstrings,
readme and documentation for contributors. Typos, grammar and style in code,
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<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-iso_date">2024-05-29</span>
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<span class="md-icon" title="Created">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1-2.1-2M12.5 7v5.2l4 2.4-1 1L11 13V7h1.5M11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2v1.8Z"/></svg>
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<span class="md-icon" title="Created">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3h-2Z"/></svg>
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<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-iso_date">2024-06-10</span>
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