diff --git a/.ipynb_checkpoints/kan-checkpoint.html b/.ipynb_checkpoints/kan-checkpoint.html
index 4390cfd1..e1c60f34 100644
--- a/.ipynb_checkpoints/kan-checkpoint.html
+++ b/.ipynb_checkpoints/kan-checkpoint.html
@@ -2236,7 +2236,7 @@ <h3>Example<a class="headerlink" href="#id131" title="Link to this heading"><
 
 <dl class="py function">
 <dt class="sig sig-object py" id="kan.utils.batch_jacobian">
-<span class="sig-prename descclassname"><span class="pre">kan.utils.</span></span><span class="sig-name descname"><span class="pre">batch_jacobian</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">func</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">create_graph</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#kan.utils.batch_jacobian" title="Link to this definition"></a></dt>
+<span class="sig-prename descclassname"><span class="pre">kan.utils.</span></span><span class="sig-name descname"><span class="pre">batch_jacobian</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">func</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">create_graph</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mode</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'scalar'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#kan.utils.batch_jacobian" title="Link to this definition"></a></dt>
 <dd><p>jacobian</p>
 <section id="id132">
 <h3>Args:<a class="headerlink" href="#id132" title="Link to this heading"></a></h3>
diff --git a/kan.html b/kan.html
index 2b7112db..ccbfd1cd 100644
--- a/kan.html
+++ b/kan.html
@@ -2316,7 +2316,7 @@ <h3>Example<a class="headerlink" href="#id131" title="Link to this heading"><
 
 <dl class="py function">
 <dt class="sig sig-object py" id="kan.utils.batch_jacobian">
-<span class="sig-prename descclassname"><span class="pre">kan.utils.</span></span><span class="sig-name descname"><span class="pre">batch_jacobian</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">func</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">create_graph</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#kan.utils.batch_jacobian" title="Link to this definition"></a></dt>
+<span class="sig-prename descclassname"><span class="pre">kan.utils.</span></span><span class="sig-name descname"><span class="pre">batch_jacobian</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">func</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">create_graph</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mode</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'scalar'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#kan.utils.batch_jacobian" title="Link to this definition"></a></dt>
 <dd><p>jacobian</p>
 <section id="id132">
 <h3>Args:<a class="headerlink" href="#id132" title="Link to this heading"></a></h3>
diff --git a/searchindex.js b/searchindex.js
index 1c7188e1..b927ee41 100644
--- a/searchindex.js
+++ b/searchindex.js
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