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<h1>Source code for geomstats.algebra_utils</h1><div class="highlight"><pre>
<span></span><span class="sd">&quot;&quot;&quot;Utility module of reusable algebra routines.&quot;&quot;&quot;</span>

<span class="kn">import</span> <span class="nn">math</span>

<span class="kn">import</span> <span class="nn">geomstats.backend</span> <span class="k">as</span> <span class="nn">gs</span>
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Expand Down Expand Up @@ -432,6 +432,7 @@ <h1>Source code for geomstats.geometry.discrete_surfaces</h1><div class="highlig

<span class="sd">Lead authors: Emmanuel Hartman, Adele Myers.</span>
<span class="sd">&quot;&quot;&quot;</span>

<span class="kn">import</span> <span class="nn">math</span>

<span class="kn">import</span> <span class="nn">geomstats.backend</span> <span class="k">as</span> <span class="nn">gs</span>
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Expand Down Expand Up @@ -432,6 +432,7 @@ <h1>Source code for geomstats.geometry.hermitian_matrices</h1><div class="highli

<span class="sd">Lead author: Yann Cabanes.</span>
<span class="sd">&quot;&quot;&quot;</span>

<span class="kn">import</span> <span class="nn">logging</span>

<span class="kn">import</span> <span class="nn">geomstats.backend</span> <span class="k">as</span> <span class="nn">gs</span>
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Expand Down Expand Up @@ -763,12 +763,8 @@ <h1>Source code for geomstats.geometry.hyperboloid</h1><div class="highlight"><p
<span class="sd"> &quot;&quot;&quot;</span>
<span class="n">angle</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">dist</span><span class="p">(</span><span class="n">base_point</span><span class="p">,</span> <span class="n">point</span><span class="p">)</span>

<span class="n">coef_1_</span> <span class="o">=</span> <span class="n">utils</span><span class="o">.</span><span class="n">taylor_exp_even_func</span><span class="p">(</span>
<span class="n">angle</span><span class="o">**</span><span class="mi">2</span><span class="p">,</span> <span class="n">utils</span><span class="o">.</span><span class="n">inv_sinch_close_0</span><span class="p">,</span> <span class="n">order</span><span class="o">=</span><span class="mi">4</span>
<span class="p">)</span>
<span class="n">coef_2_</span> <span class="o">=</span> <span class="n">utils</span><span class="o">.</span><span class="n">taylor_exp_even_func</span><span class="p">(</span>
<span class="n">angle</span><span class="o">**</span><span class="mi">2</span><span class="p">,</span> <span class="n">utils</span><span class="o">.</span><span class="n">inv_tanh_close_0</span><span class="p">,</span> <span class="n">order</span><span class="o">=</span><span class="mi">4</span>
<span class="p">)</span>
<span class="n">coef_1_</span> <span class="o">=</span> <span class="n">utils</span><span class="o">.</span><span class="n">taylor_exp_even_func</span><span class="p">(</span><span class="n">angle</span><span class="o">**</span><span class="mi">2</span><span class="p">,</span> <span class="n">utils</span><span class="o">.</span><span class="n">inv_sinch_close_0</span><span class="p">,</span> <span class="n">order</span><span class="o">=</span><span class="mi">4</span><span class="p">)</span>
<span class="n">coef_2_</span> <span class="o">=</span> <span class="n">utils</span><span class="o">.</span><span class="n">taylor_exp_even_func</span><span class="p">(</span><span class="n">angle</span><span class="o">**</span><span class="mi">2</span><span class="p">,</span> <span class="n">utils</span><span class="o">.</span><span class="n">inv_tanh_close_0</span><span class="p">,</span> <span class="n">order</span><span class="o">=</span><span class="mi">4</span><span class="p">)</span>

<span class="n">log_term_1</span> <span class="o">=</span> <span class="n">gs</span><span class="o">.</span><span class="n">einsum</span><span class="p">(</span><span class="s2">&quot;...,...j-&gt;...j&quot;</span><span class="p">,</span> <span class="n">coef_1_</span><span class="p">,</span> <span class="n">point</span><span class="p">)</span>
<span class="n">log_term_2</span> <span class="o">=</span> <span class="o">-</span><span class="n">gs</span><span class="o">.</span><span class="n">einsum</span><span class="p">(</span><span class="s2">&quot;...,...j-&gt;...j&quot;</span><span class="p">,</span> <span class="n">coef_2_</span><span class="p">,</span> <span class="n">base_point</span><span class="p">)</span>
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<h1>Source code for geomstats.geometry.matrices</h1><div class="highlight"><pre>
<span></span><span class="sd">&quot;&quot;&quot;Module exposing the `Matrices` and `MatricesMetric` class.&quot;&quot;&quot;</span>

<span class="kn">import</span> <span class="nn">logging</span>
<span class="kn">import</span> <span class="nn">math</span>
<span class="kn">from</span> <span class="nn">functools</span> <span class="kn">import</span> <span class="n">reduce</span>
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