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<li class="toctree-l1 has-children"><a class="reference internal" href="fft.html">FFT</a><details><summary><span class="toctree-toggle" role="presentation"><i class="fa-solid fa-chevron-down"></i></span></summary><ul>
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<h1>Tree Utils</h1>
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<section id="tree-utils">
<span id="utils"></span><h1>Tree Utils<a class="headerlink" href="#tree-utils" title="Link to this heading">#</a></h1>
<p>In MLX we consider a python tree to be an arbitrarily nested collection of
dictionaries, lists and tuples without cycles. Functions in this module that
return python trees will be using the default python <code class="docutils literal notranslate"><span class="pre">dict</span></code>, <code class="docutils literal notranslate"><span class="pre">list</span></code> and
<code class="docutils literal notranslate"><span class="pre">tuple</span></code> but they can usually process objects that inherit from any of these.</p>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>Dictionaries should have keys that are valid python identifiers.</p>
</div>
<div class="pst-scrollable-table-container"><table class="autosummary longtable table autosummary">
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="_autosummary/mlx.utils.tree_flatten.html#mlx.utils.tree_flatten" title="mlx.utils.tree_flatten"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tree_flatten</span></code></a>(tree[, prefix, is_leaf])</p></td>
<td><p>Flattens a Python tree to a list of key, value tuples.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_autosummary/mlx.utils.tree_unflatten.html#mlx.utils.tree_unflatten" title="mlx.utils.tree_unflatten"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tree_unflatten</span></code></a>(tree)</p></td>
<td><p>Recreate a Python tree from its flat representation.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="_autosummary/mlx.utils.tree_map.html#mlx.utils.tree_map" title="mlx.utils.tree_map"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tree_map</span></code></a>(fn, tree, *rest[, is_leaf])</p></td>
<td><p>Applies <code class="docutils literal notranslate"><span class="pre">fn</span></code> to the leaves of the Python tree <code class="docutils literal notranslate"><span class="pre">tree</span></code> and returns a new collection with the results.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="_autosummary/mlx.utils.tree_map_with_path.html#mlx.utils.tree_map_with_path" title="mlx.utils.tree_map_with_path"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tree_map_with_path</span></code></a>(fn, tree, *rest[, ...])</p></td>
<td><p>Applies <code class="docutils literal notranslate"><span class="pre">fn</span></code> to the path and leaves of the Python tree <code class="docutils literal notranslate"><span class="pre">tree</span></code> and returns a new collection with the results.</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="_autosummary/mlx.utils.tree_reduce.html#mlx.utils.tree_reduce" title="mlx.utils.tree_reduce"><code class="xref py py-obj docutils literal notranslate"><span class="pre">tree_reduce</span></code></a>(fn, tree[, initializer, is_leaf])</p></td>
<td><p>Applies a reduction to the leaves of a Python tree.</p></td>
</tr>
</tbody>
</table>
</div>
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