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<h2>Basics<a class="headerlink" href="#basics" title="Permalink to this heading"></a></h2>
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<h2>Basics<a class="headerlink" href="#basics" title="Permalink to this heading">#</a></h2>
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<p>Import <code class="docutils literal notranslate"><span class="pre">mlx.core</span></code> and make an <a class="reference internal" href="python/_autosummary/mlx.core.array.html#mlx.core.array" title="mlx.core.array"><code class="xref py py-class docutils literal notranslate"><span class="pre">array</span></code></a>:</p>
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<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="o">>></span> <span class="kn">import</span> <span class="nn">mlx.core</span> <span class="k">as</span> <span class="nn">mx</span>
|
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<span class="o">>></span> <span class="n">a</span> <span class="o">=</span> <span class="n">mx</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">4</span><span class="p">])</span>
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@@ -167,7 +585,7 @@ automatically evaluate the array.</p>
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<h2>Function and Graph Transformations<a class="headerlink" href="#function-and-graph-transformations" title="Permalink to this heading"></a></h2>
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<h2>Function and Graph Transformations<a class="headerlink" href="#function-and-graph-transformations" title="Permalink to this heading">#</a></h2>
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<p>MLX has standard function transformations like <a class="reference internal" href="python/_autosummary/mlx.core.grad.html#mlx.core.grad" title="mlx.core.grad"><code class="xref py py-func docutils literal notranslate"><span class="pre">grad()</span></code></a> and <a class="reference internal" href="python/_autosummary/mlx.core.vmap.html#mlx.core.vmap" title="mlx.core.vmap"><code class="xref py py-func docutils literal notranslate"><span class="pre">vmap()</span></code></a>.
|
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Transformations can be composed arbitrarily. For example
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<code class="docutils literal notranslate"><span class="pre">grad(vmap(grad(fn)))</span></code> (or any other composition) is allowed.</p>
|
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@@ -186,39 +604,109 @@ and <a class="reference internal" href="python/_autosummary/mlx.core.jvp.html#ml
|
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gradient with respect to the function’s input.</p>
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