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748 changed files with 24254 additions and 13906 deletions

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@@ -176,19 +176,31 @@ $(function(){initNavTree('linalg_8h_source.html',''); initResizable(true); });
<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 class="line"><a id="l00076" name="l00076"></a><span class="lineno"> 76</span> </div>
<div class="line"><a id="l00077" name="l00077"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#a7a426a92cb02c0d125e41f8915e66f7f"> 77</a></span>std::vector&lt;array&gt; <a class="code hl_function" href="namespacemlx_1_1core_1_1linalg.html#a7a426a92cb02c0d125e41f8915e66f7f">lu</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="l00078" name="l00078"></a><span class="lineno"> 78</span> </div>
<div class="line"><a id="l00079" name="l00079"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#abf10561bef3450b83a45aef161ee8b6e"> 79</a></span>std::pair&lt;array, array&gt; <a class="code hl_function" href="namespacemlx_1_1core_1_1linalg.html#abf10561bef3450b83a45aef161ee8b6e">lu_factor</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="l00080" name="l00080"></a><span class="lineno"> 80</span> </div>
<div class="line"><a id="l00081" name="l00081"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#a66590bfcec381e952b27630da0a31953"> 81</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#a66590bfcec381e952b27630da0a31953">solve</a>(<span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; a, <span class="keyword">const</span> <a class="code hl_class" href="classmlx_1_1core_1_1array.html">array</a>&amp; b, <a class="code hl_typedef" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s = {});</div>
<div class="line"><a id="l00082" name="l00082"></a><span class="lineno"> 82</span> </div>
<div class="line"><a id="l00083" name="l00083"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#a5e6e53f7a04688baa1329d166511febe"> 83</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#a5e6e53f7a04688baa1329d166511febe">solve_triangular</a>(</div>
<div class="line"><a id="l00084" name="l00084"></a><span class="lineno"> 84</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="l00085" name="l00085"></a><span class="lineno"> 85</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="l00086" name="l00086"></a><span class="lineno"> 86</span> <span class="keywordtype">bool</span> upper = <span class="keyword">false</span>,</div>
<div class="line"><a id="l00087" name="l00087"></a><span class="lineno"> 87</span> <a class="code hl_typedef" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s = {});</div>
<div class="line"><a id="l00088" name="l00088"></a><span class="lineno"> 88</span></div>
<div class="line"><a id="l00092" name="l00092"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#abcda3fbda45183c21e7f27aa0dde64e6"> 92</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="l00093" name="l00093"></a><span class="lineno"> 93</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="l00094" name="l00094"></a><span class="lineno"> 94</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="l00095" name="l00095"></a><span class="lineno"> 95</span> <span class="keywordtype">int</span> axis = -1,</div>
<div class="line"><a id="l00096" name="l00096"></a><span class="lineno"> 96</span> <a class="code hl_typedef" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s = {});</div>
<div class="line"><a id="l00097" name="l00097"></a><span class="lineno"> 97</span> </div>
<div class="line"><a id="l00098" name="l00098"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#a00c8e24432b0773dac64b8602bd142ba"> 98</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="l00099" name="l00099"></a><span class="lineno"> 99</span> </div>
<div class="line"><a id="l00100" name="l00100"></a><span class="lineno"> 100</span>std::pair&lt;array, array&gt;</div>
<div class="line"><a id="l00101" name="l00101"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1linalg.html#a2180be504f639fd471ea622641c1b0ca"> 101</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="l00102" name="l00102"></a><span class="lineno"> 102</span> </div>
<div class="line"><a id="l00103" name="l00103"></a><span class="lineno"> 103</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>
@@ -197,10 +209,14 @@ $(function(){initNavTree('linalg_8h_source.html',''); initResizable(true); });
<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_a5e6e53f7a04688baa1329d166511febe"><div class="ttname"><a href="namespacemlx_1_1core_1_1linalg.html#a5e6e53f7a04688baa1329d166511febe">mlx::core::linalg::solve_triangular</a></div><div class="ttdeci">array solve_triangular(const array &amp;a, const array &amp;b, 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_a66590bfcec381e952b27630da0a31953"><div class="ttname"><a href="namespacemlx_1_1core_1_1linalg.html#a66590bfcec381e952b27630da0a31953">mlx::core::linalg::solve</a></div><div class="ttdeci">array solve(const array &amp;a, const array &amp;b, StreamOrDevice s={})</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1linalg_html_a7a426a92cb02c0d125e41f8915e66f7f"><div class="ttname"><a href="namespacemlx_1_1core_1_1linalg.html#a7a426a92cb02c0d125e41f8915e66f7f">mlx::core::linalg::lu</a></div><div class="ttdeci">std::vector&lt; array &gt; lu(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_abf10561bef3450b83a45aef161ee8b6e"><div class="ttname"><a href="namespacemlx_1_1core_1_1linalg.html#abf10561bef3450b83a45aef161ee8b6e">mlx::core::linalg::lu_factor</a></div><div class="ttdeci">std::pair&lt; array, array &gt; lu_factor(const array &amp;a, StreamOrDevice s={})</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>