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<a href="linalg_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno"> 1</span><span class="comment">// Copyright © 2023 Apple Inc.</span></div>
<div class="line"><a id="l00002" name="l00002"></a><span class="lineno"> 2</span> </div>
<div class="line"><a id="l00003" name="l00003"></a><span class="lineno"> 3</span><span class="preprocessor">#pragma once</span></div>
<div class="line"><a id="l00004" name="l00004"></a><span class="lineno"> 4</span> </div>
<div class="line"><a id="l00005" name="l00005"></a><span class="lineno"> 5</span><span class="preprocessor">#include &lt;optional&gt;</span></div>
<div class="line"><a id="l00006" name="l00006"></a><span class="lineno"> 6</span> </div>
<div class="line"><a id="l00007" name="l00007"></a><span class="lineno"> 7</span><span class="preprocessor">#include &quot;<a class="code" href="array_8h.html">mlx/array.h</a>&quot;</span></div>
<div class="line"><a id="l00008" name="l00008"></a><span class="lineno"> 8</span><span class="preprocessor">#include &quot;<a class="code" href="device_8h.html">mlx/device.h</a>&quot;</span></div>
<div class="line"><a id="l00009" name="l00009"></a><span class="lineno"> 9</span><span class="preprocessor">#include &quot;<a class="code" href="ops_8h.html">mlx/ops.h</a>&quot;</span></div>
<div class="line"><a id="l00010" name="l00010"></a><span class="lineno"> 10</span><span class="preprocessor">#include &quot;<a class="code" href="stream_8h.html">mlx/stream.h</a>&quot;</span></div>
<div class="line"><a id="l00011" name="l00011"></a><span class="lineno"> 11</span> </div>
<div class="foldopen" id="foldopen00012" data-start="{" data-end="}">
<div class="line"><a id="l00012" name="l00012"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html"> 12</a></span><span class="keyword">namespace </span><a class="code hl_namespace" href="namespacemlx_1_1core_1_1linalg.html">mlx::core::linalg</a> {</div>
<div class="line"><a id="l00013" name="l00013"></a><span class="lineno"> 13</span></div>
<div class="line"><a id="l00025" name="l00025"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#aba765b8e95e9a1d33d31f727a185919d"> 25</a></span><a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a> <a class="code hl_function" href="namespacemlx_1_1core_1_1linalg.html#aba765b8e95e9a1d33d31f727a185919d">norm</a>(</div>
<div class="line"><a id="l00026" name="l00026"></a><span class="lineno"> 26</span> <span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a,</div>
<div class="line"><a id="l00027" name="l00027"></a><span class="lineno"> 27</span> <span class="keyword">const</span> <span class="keywordtype">double</span> ord,</div>
<div class="line"><a id="l00028" name="l00028"></a><span class="lineno"> 28</span> <span class="keyword">const</span> std::optional&lt;std::vector&lt;int&gt;&gt;&amp; axis = std::nullopt,</div>
<div class="line"><a id="l00029" name="l00029"></a><span class="lineno"> 29</span> <span class="keywordtype">bool</span> keepdims = <span class="keyword">false</span>,</div>
<div class="line"><a id="l00030" name="l00030"></a><span class="lineno"> 30</span> <a class="code hl_typedef" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s = {});</div>
<div class="foldopen" id="foldopen00031" data-start="{" data-end="}">
<div class="line"><a id="l00031" name="l00031"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#acaa85b4146821c268abecec2422c02d2"> 31</a></span><span class="keyword">inline</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a> <a class="code hl_function" href="namespacemlx_1_1core_1_1linalg.html#aba765b8e95e9a1d33d31f727a185919d">norm</a>(</div>
<div class="line"><a id="l00032" name="l00032"></a><span class="lineno"> 32</span> <span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a,</div>
<div class="line"><a id="l00033" name="l00033"></a><span class="lineno"> 33</span> <span class="keyword">const</span> <span class="keywordtype">double</span> ord,</div>
<div class="line"><a id="l00034" name="l00034"></a><span class="lineno"> 34</span> <span class="keywordtype">int</span> axis,</div>
<div class="line"><a id="l00035" name="l00035"></a><span class="lineno"> 35</span> <span class="keywordtype">bool</span> keepdims = <span class="keyword">false</span>,</div>
<div class="line"><a id="l00036" name="l00036"></a><span class="lineno"> 36</span> <a class="code hl_typedef" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s = {}) {</div>
<div class="line"><a id="l00037" name="l00037"></a><span class="lineno"> 37</span> <span class="keywordflow">return</span> <a class="code hl_function" href="namespacemlx_1_1core_1_1linalg.html#aba765b8e95e9a1d33d31f727a185919d">norm</a>(a, ord, std::vector&lt;int&gt;{axis}, keepdims, s);</div>
<div class="line"><a id="l00038" name="l00038"></a><span class="lineno"> 38</span>}</div>
</div>
<div class="line"><a id="l00039" name="l00039"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#af1ebe0c6dcba9a1c49b5e397dddf3264"> 39</a></span><a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a> <a class="code hl_function" href="namespacemlx_1_1core_1_1linalg.html#aba765b8e95e9a1d33d31f727a185919d">norm</a>(</div>
<div class="line"><a id="l00040" name="l00040"></a><span class="lineno"> 40</span> <span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a,</div>
<div class="line"><a id="l00041" name="l00041"></a><span class="lineno"> 41</span> <span class="keyword">const</span> std::string&amp; ord,</div>
<div class="line"><a id="l00042" name="l00042"></a><span class="lineno"> 42</span> <span class="keyword">const</span> std::optional&lt;std::vector&lt;int&gt;&gt;&amp; axis = std::nullopt,</div>
<div class="line"><a id="l00043" name="l00043"></a><span class="lineno"> 43</span> <span class="keywordtype">bool</span> keepdims = <span class="keyword">false</span>,</div>
<div class="line"><a id="l00044" name="l00044"></a><span class="lineno"> 44</span> <a class="code hl_typedef" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s = {});</div>
<div class="foldopen" id="foldopen00045" data-start="{" data-end="}">
<div class="line"><a id="l00045" name="l00045"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#ae8da67e4c6e073f93889f1051203cd9e"> 45</a></span><span class="keyword">inline</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a> <a class="code hl_function" href="namespacemlx_1_1core_1_1linalg.html#aba765b8e95e9a1d33d31f727a185919d">norm</a>(</div>
<div class="line"><a id="l00046" name="l00046"></a><span class="lineno"> 46</span> <span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a,</div>
<div class="line"><a id="l00047" name="l00047"></a><span class="lineno"> 47</span> <span class="keyword">const</span> std::string&amp; ord,</div>
<div class="line"><a id="l00048" name="l00048"></a><span class="lineno"> 48</span> <span class="keywordtype">int</span> axis,</div>
<div class="line"><a id="l00049" name="l00049"></a><span class="lineno"> 49</span> <span class="keywordtype">bool</span> keepdims = <span class="keyword">false</span>,</div>
<div class="line"><a id="l00050" name="l00050"></a><span class="lineno"> 50</span> <a class="code hl_typedef" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s = {}) {</div>
<div class="line"><a id="l00051" name="l00051"></a><span class="lineno"> 51</span> <span class="keywordflow">return</span> <a class="code hl_function" href="namespacemlx_1_1core_1_1linalg.html#aba765b8e95e9a1d33d31f727a185919d">norm</a>(a, ord, std::vector&lt;int&gt;{axis}, keepdims, s);</div>
<div class="line"><a id="l00052" name="l00052"></a><span class="lineno"> 52</span>}</div>
</div>
<div class="line"><a id="l00053" name="l00053"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#a229018071d5602e38d6248230f334a10"> 53</a></span><a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a> <a class="code hl_function" href="namespacemlx_1_1core_1_1linalg.html#aba765b8e95e9a1d33d31f727a185919d">norm</a>(</div>
<div class="line"><a id="l00054" name="l00054"></a><span class="lineno"> 54</span> <span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a,</div>
<div class="line"><a id="l00055" name="l00055"></a><span class="lineno"> 55</span> <span class="keyword">const</span> std::optional&lt;std::vector&lt;int&gt;&gt;&amp; axis = std::nullopt,</div>
<div class="line"><a id="l00056" name="l00056"></a><span class="lineno"> 56</span> <span class="keywordtype">bool</span> keepdims = <span class="keyword">false</span>,</div>
<div class="line"><a id="l00057" name="l00057"></a><span class="lineno"> 57</span> <a class="code hl_typedef" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s = {});</div>
<div class="line"><a id="l00058" name="l00058"></a><span class="lineno"> 58</span><span class="keyword">inline</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a></div>
<div class="foldopen" id="foldopen00059" data-start="{" data-end="}">
<div class="line"><a id="l00059" name="l00059"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#a44250cff34238f01471fd61e76036f03"> 59</a></span><a class="code hl_function" href="namespacemlx_1_1core_1_1linalg.html#aba765b8e95e9a1d33d31f727a185919d">norm</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a, <span class="keywordtype">int</span> axis, <span class="keywordtype">bool</span> keepdims = <span class="keyword">false</span>, <a class="code hl_typedef" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s = {}) {</div>
<div class="line"><a id="l00060" name="l00060"></a><span class="lineno"> 60</span> <span class="keywordflow">return</span> <a class="code hl_function" href="namespacemlx_1_1core_1_1linalg.html#aba765b8e95e9a1d33d31f727a185919d">norm</a>(a, std::vector&lt;int&gt;{axis}, keepdims, s);</div>
<div class="line"><a id="l00061" name="l00061"></a><span class="lineno"> 61</span>}</div>
</div>
<div class="line"><a id="l00062" name="l00062"></a><span class="lineno"> 62</span> </div>
<div class="line"><a id="l00063" name="l00063"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#ae6d97829459353fe3b31c8a0867c0ca2"> 63</a></span>std::pair&lt;array, array&gt; <a class="code hl_function" href="namespacemlx_1_1core_1_1linalg.html#ae6d97829459353fe3b31c8a0867c0ca2">qr</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a, <a class="code hl_typedef" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s = {});</div>
<div class="line"><a id="l00064" name="l00064"></a><span class="lineno"> 64</span> </div>
<div class="line"><a id="l00065" name="l00065"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#a64364b880e99914cf47bf756fa8dbaf0"> 65</a></span>std::vector&lt;array&gt; <a class="code hl_function" href="namespacemlx_1_1core_1_1linalg.html#a64364b880e99914cf47bf756fa8dbaf0">svd</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a, <a class="code hl_typedef" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s = {});</div>
<div class="line"><a id="l00066" name="l00066"></a><span class="lineno"> 66</span> </div>
<div class="line"><a id="l00067" name="l00067"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#ad966a0b6bff176c9f933534ed62389a2"> 67</a></span><a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a> <a class="code hl_function" href="namespacemlx_1_1core_1_1linalg.html#ad966a0b6bff176c9f933534ed62389a2">inv</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a, <a class="code hl_typedef" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s = {});</div>
<div class="line"><a id="l00068" name="l00068"></a><span class="lineno"> 68</span> </div>
<div class="line"><a id="l00069" name="l00069"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#aba1994571326326717b5b5e38c2e0661"> 69</a></span><a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a> <a class="code hl_function" href="namespacemlx_1_1core_1_1linalg.html#aba1994571326326717b5b5e38c2e0661">tri_inv</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a, <span class="keywordtype">bool</span> upper = <span class="keyword">false</span>, <a class="code hl_typedef" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s = {});</div>
<div class="line"><a id="l00070" name="l00070"></a><span class="lineno"> 70</span> </div>
<div class="line"><a id="l00071" name="l00071"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#a46c8a4f806f0a97a4323e91189aa512b"> 71</a></span><a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a> <a class="code hl_function" href="namespacemlx_1_1core_1_1linalg.html#a46c8a4f806f0a97a4323e91189aa512b">cholesky</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a, <span class="keywordtype">bool</span> upper = <span class="keyword">false</span>, <a class="code hl_typedef" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s = {});</div>
<div class="line"><a id="l00072" name="l00072"></a><span class="lineno"> 72</span> </div>
<div class="line"><a id="l00073" name="l00073"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#ad9f8348091e5ff4f74ad456e9fbd3e01"> 73</a></span><a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a> <a class="code hl_function" href="namespacemlx_1_1core_1_1linalg.html#ad9f8348091e5ff4f74ad456e9fbd3e01">pinv</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a, <a class="code hl_typedef" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s = {});</div>
<div class="line"><a id="l00074" name="l00074"></a><span class="lineno"> 74</span> </div>
<div class="line"><a id="l00075" name="l00075"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#aef0fe4894c5cf98792d59859c6d20511"> 75</a></span><a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a> <a class="code hl_function" href="namespacemlx_1_1core_1_1linalg.html#aef0fe4894c5cf98792d59859c6d20511">cholesky_inv</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a, <span class="keywordtype">bool</span> upper = <span class="keyword">false</span>, <a class="code hl_typedef" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s = {});</div>
<div class="line"><a id="l00076" name="l00076"></a><span class="lineno"> 76</span></div>
<div class="line"><a id="l00080" name="l00080"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#abcda3fbda45183c21e7f27aa0dde64e6"> 80</a></span><a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a> <a class="code hl_function" href="namespacemlx_1_1core_1_1linalg.html#abcda3fbda45183c21e7f27aa0dde64e6">cross</a>(</div>
<div class="line"><a id="l00081" name="l00081"></a><span class="lineno"> 81</span> <span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a,</div>
<div class="line"><a id="l00082" name="l00082"></a><span class="lineno"> 82</span> <span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; b,</div>
<div class="line"><a id="l00083" name="l00083"></a><span class="lineno"> 83</span> <span class="keywordtype">int</span> axis = -1,</div>
<div class="line"><a id="l00084" name="l00084"></a><span class="lineno"> 84</span> <a class="code hl_typedef" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s = {});</div>
<div class="line"><a id="l00085" name="l00085"></a><span class="lineno"> 85</span> </div>
<div class="line"><a id="l00086" name="l00086"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#a00c8e24432b0773dac64b8602bd142ba"> 86</a></span><a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a> <a class="code hl_function" href="namespacemlx_1_1core_1_1linalg.html#a00c8e24432b0773dac64b8602bd142ba">eigvalsh</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a, std::string UPLO = <span class="stringliteral">&quot;L&quot;</span>, <a class="code hl_typedef" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s = {});</div>
<div class="line"><a id="l00087" name="l00087"></a><span class="lineno"> 87</span> </div>
<div class="line"><a id="l00088" name="l00088"></a><span class="lineno"> 88</span>std::pair&lt;array, array&gt;</div>
<div class="line"><a id="l00089" name="l00089"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#a2180be504f639fd471ea622641c1b0ca"> 89</a></span><a class="code hl_function" href="namespacemlx_1_1core_1_1linalg.html#a2180be504f639fd471ea622641c1b0ca">eigh</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a, std::string UPLO = <span class="stringliteral">&quot;L&quot;</span>, <a class="code hl_typedef" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s = {});</div>
<div class="line"><a id="l00090" name="l00090"></a><span class="lineno"> 90</span> </div>
<div class="line"><a id="l00091" name="l00091"></a><span class="lineno"> 91</span>} <span class="comment">// namespace mlx::core::linalg</span></div>
</div>
<div class="ttc" id="aarray_8h_html"><div class="ttname"><a href="array_8h.html">array.h</a></div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1array_html"><div class="ttname"><a href="classmlx_1_1core_1_1array.html">mlx::core::array</a></div><div class="ttdef"><b>Definition</b> array.h:24</div></div>
<div class="ttc" id="adevice_8h_html"><div class="ttname"><a href="device_8h.html">device.h</a></div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1linalg_html"><div class="ttname"><a href="namespacemlx_1_1core_1_1linalg.html">mlx::core::linalg</a></div><div class="ttdef"><b>Definition</b> linalg.h:12</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1linalg_html_a00c8e24432b0773dac64b8602bd142ba"><div class="ttname"><a href="namespacemlx_1_1core_1_1linalg.html#a00c8e24432b0773dac64b8602bd142ba">mlx::core::linalg::eigvalsh</a></div><div class="ttdeci">array eigvalsh(const array &amp;a, std::string UPLO=&quot;L&quot;, StreamOrDevice s={})</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1linalg_html_a2180be504f639fd471ea622641c1b0ca"><div class="ttname"><a href="namespacemlx_1_1core_1_1linalg.html#a2180be504f639fd471ea622641c1b0ca">mlx::core::linalg::eigh</a></div><div class="ttdeci">std::pair&lt; array, array &gt; eigh(const array &amp;a, std::string UPLO=&quot;L&quot;, StreamOrDevice s={})</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1linalg_html_a46c8a4f806f0a97a4323e91189aa512b"><div class="ttname"><a href="namespacemlx_1_1core_1_1linalg.html#a46c8a4f806f0a97a4323e91189aa512b">mlx::core::linalg::cholesky</a></div><div class="ttdeci">array cholesky(const array &amp;a, bool upper=false, StreamOrDevice s={})</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1linalg_html_a64364b880e99914cf47bf756fa8dbaf0"><div class="ttname"><a href="namespacemlx_1_1core_1_1linalg.html#a64364b880e99914cf47bf756fa8dbaf0">mlx::core::linalg::svd</a></div><div class="ttdeci">std::vector&lt; array &gt; svd(const array &amp;a, StreamOrDevice s={})</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1linalg_html_aba1994571326326717b5b5e38c2e0661"><div class="ttname"><a href="namespacemlx_1_1core_1_1linalg.html#aba1994571326326717b5b5e38c2e0661">mlx::core::linalg::tri_inv</a></div><div class="ttdeci">array tri_inv(const array &amp;a, bool upper=false, StreamOrDevice s={})</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1linalg_html_aba765b8e95e9a1d33d31f727a185919d"><div class="ttname"><a href="namespacemlx_1_1core_1_1linalg.html#aba765b8e95e9a1d33d31f727a185919d">mlx::core::linalg::norm</a></div><div class="ttdeci">array norm(const array &amp;a, const double ord, const std::optional&lt; std::vector&lt; int &gt; &gt; &amp;axis=std::nullopt, bool keepdims=false, StreamOrDevice s={})</div><div class="ttdoc">Compute vector or matrix norms.</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1linalg_html_abcda3fbda45183c21e7f27aa0dde64e6"><div class="ttname"><a href="namespacemlx_1_1core_1_1linalg.html#abcda3fbda45183c21e7f27aa0dde64e6">mlx::core::linalg::cross</a></div><div class="ttdeci">array cross(const array &amp;a, const array &amp;b, int axis=-1, StreamOrDevice s={})</div><div class="ttdoc">Compute the cross product of two arrays along the given axis.</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1linalg_html_ad966a0b6bff176c9f933534ed62389a2"><div class="ttname"><a href="namespacemlx_1_1core_1_1linalg.html#ad966a0b6bff176c9f933534ed62389a2">mlx::core::linalg::inv</a></div><div class="ttdeci">array inv(const array &amp;a, StreamOrDevice s={})</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1linalg_html_ad9f8348091e5ff4f74ad456e9fbd3e01"><div class="ttname"><a href="namespacemlx_1_1core_1_1linalg.html#ad9f8348091e5ff4f74ad456e9fbd3e01">mlx::core::linalg::pinv</a></div><div class="ttdeci">array pinv(const array &amp;a, StreamOrDevice s={})</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1linalg_html_ae6d97829459353fe3b31c8a0867c0ca2"><div class="ttname"><a href="namespacemlx_1_1core_1_1linalg.html#ae6d97829459353fe3b31c8a0867c0ca2">mlx::core::linalg::qr</a></div><div class="ttdeci">std::pair&lt; array, array &gt; qr(const array &amp;a, StreamOrDevice s={})</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1linalg_html_aef0fe4894c5cf98792d59859c6d20511"><div class="ttname"><a href="namespacemlx_1_1core_1_1linalg.html#aef0fe4894c5cf98792d59859c6d20511">mlx::core::linalg::cholesky_inv</a></div><div class="ttdeci">array cholesky_inv(const array &amp;a, bool upper=false, StreamOrDevice s={})</div></div>
<div class="ttc" id="anamespacemlx_1_1core_html_a95fc1013cc48fbfee0c54310711a5e58"><div class="ttname"><a href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">mlx::core::StreamOrDevice</a></div><div class="ttdeci">std::variant&lt; std::monostate, Stream, Device &gt; StreamOrDevice</div><div class="ttdef"><b>Definition</b> utils.h:15</div></div>
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<div class="ttc" id="astream_8h_html"><div class="ttname"><a href="stream_8h.html">stream.h</a></div></div>
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