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jkitchin · Jul 7, 2024 · 3d50326 · 3d50326
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diff --git a/blog/basic-python.html b/blog/basic-python.html
@@ -1096,7 +1096,7 @@ <h2>Lambda Lambda Lambda<a class="headerlink" href="#lambda-lambda-lambda" title
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;function &lt;lambda&gt; at 0x7feda8eee480&gt;
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;function &lt;lambda&gt; at 0x7f89a03ae480&gt;
 4
 </pre></div>
 </div>
@@ -1112,7 +1112,7 @@ <h2>Lambda Lambda Lambda<a class="headerlink" href="#lambda-lambda-lambda" title
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;function &lt;lambda&gt; at 0x7feda8e82160&gt;
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;function &lt;lambda&gt; at 0x7f89a03ae020&gt;
 5
 </pre></div>
 </div>
@@ -1129,7 +1129,7 @@ <h2>Lambda Lambda Lambda<a class="headerlink" href="#lambda-lambda-lambda" title
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;function &lt;lambda&gt; at 0x7feda8eedf80&gt;
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;function &lt;lambda&gt; at 0x7f89a03adf80&gt;
 5
 5
 </pre></div>
@@ -1150,7 +1150,7 @@ <h2>Lambda Lambda Lambda<a class="headerlink" href="#lambda-lambda-lambda" title
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;function &lt;lambda&gt; at 0x7feda8eedd00&gt;
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;function &lt;lambda&gt; at 0x7f89a03ae2a0&gt;
 1
 3
 6
@@ -1326,7 +1326,7 @@ <h2>Creating arrays in python<a class="headerlink" href="#creating-arrays-in-pyt
  [4 5 6]]
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_1843/3002503601.py:4: DeprecationWarning: `row_stack` alias is deprecated. Use `np.vstack` directly.
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_1854/3002503601.py:4: DeprecationWarning: `row_stack` alias is deprecated. Use `np.vstack` directly.
   print(np.row_stack([a, b]))
 </pre></div>
 </div>
@@ -1779,7 +1779,7 @@ <h2>Indexing vectors and arrays in Python<a class="headerlink" href="#indexing-v
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>-1.7950016288086892
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_1843/518394352.py:3: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_1854/518394352.py:3: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
   print(np.trapz( x[x &gt; 2], y[x &gt; 2]))
 </pre></div>
 </div>
@@ -1876,17 +1876,17 @@ <h3>3D arrays<a class="headerlink" href="#id2" title="Link to this heading">#</a
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[[[0.80321106 0.44641335 0.61280867]
-  [0.08561714 0.48916264 0.12148204]
-  [0.67663477 0.08682434 0.75214321]]
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[[[0.48002794 0.97868829 0.88642924]
+  [0.51873709 0.59485089 0.46198812]
+  [0.20065208 0.80558278 0.40429193]]
 
- [[0.05188889 0.83731674 0.53269215]
-  [0.68939332 0.41800378 0.9449533 ]
-  [0.37003968 0.94434034 0.18078264]]
+ [[0.77306348 0.02738732 0.3228694 ]
+  [0.43175158 0.1070621  0.56649795]
+  [0.82474244 0.29901801 0.1160524 ]]
 
- [[0.6152774  0.34896826 0.39407928]
-  [0.56752324 0.35240605 0.32444222]
-  [0.30024248 0.49098965 0.78413294]]]
+ [[0.47549009 0.34115665 0.90873334]
+  [0.66160365 0.46052865 0.0972723 ]
+  [0.54247246 0.39699709 0.24047473]]]
 </pre></div>
 </div>
 </div>
@@ -1900,11 +1900,11 @@ <h3>3D arrays<a class="headerlink" href="#id2" title="Link to this heading">#</a
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[[0.80321106 0.08561714 0.67663477]
- [0.05188889 0.68939332 0.37003968]
- [0.6152774  0.56752324 0.30024248]]
-[0.80321106 0.05188889 0.6152774 ]
-[0.53269215 0.9449533  0.18078264]
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[[0.48002794 0.51873709 0.20065208]
+ [0.77306348 0.43175158 0.82474244]
+ [0.47549009 0.66160365 0.54247246]]
+[0.48002794 0.77306348 0.47549009]
+[0.3228694  0.56649795 0.1160524 ]
 </pre></div>
 </div>
 </div>

diff --git a/blog/data-analysis.html b/blog/data-analysis.html
@@ -697,11 +697,33 @@ <h2>Linear regression with confidence intervals (updated)<a class="headerlink" h
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[[ 4.90747573e-02  5.09057619e-02]
- [-3.49867290e-04 -2.45825350e-04]
- [ 5.40268319e-07  2.14670135e-06]
- [-7.67338629e-09  7.03689494e-10]
- [-3.23368759e-12  1.06276267e-11]]
+<div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span><span class="gt">---------------------------------------------------------------------------</span>
+<span class="ne">ModuleNotFoundError</span><span class="g g-Whitespace">                       </span>Traceback (most recent call last)
+<span class="n">Cell</span> <span class="n">In</span><span class="p">[</span><span class="mi">5</span><span class="p">],</span> <span class="n">line</span> <span class="mi">1</span>
+<span class="ne">----&gt; </span><span class="mi">1</span> <span class="kn">from</span> <span class="nn">pycse</span> <span class="kn">import</span> <span class="n">regress</span>
+<span class="g g-Whitespace">      </span><span class="mi">2</span> <span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="g g-Whitespace">      </span><span class="mi">3</span> <span class="n">time</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="mf">0.0</span><span class="p">,</span> <span class="mf">50.0</span><span class="p">,</span> <span class="mf">100.0</span><span class="p">,</span> <span class="mf">150.0</span><span class="p">,</span> <span class="mf">200.0</span><span class="p">,</span> <span class="mf">250.0</span><span class="p">,</span> <span class="mf">300.0</span><span class="p">])</span>
+
+<span class="n">File</span> <span class="o">/</span><span class="n">opt</span><span class="o">/</span><span class="n">hostedtoolcache</span><span class="o">/</span><span class="n">Python</span><span class="o">/</span><span class="mf">3.11.9</span><span class="o">/</span><span class="n">x64</span><span class="o">/</span><span class="n">lib</span><span class="o">/</span><span class="n">python3</span><span class="mf">.11</span><span class="o">/</span><span class="n">site</span><span class="o">-</span><span class="n">packages</span><span class="o">/</span><span class="n">pycse</span><span class="o">/</span><span class="fm">__init__</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">24</span>
+<span class="g g-Whitespace">     </span><span class="mi">12</span> <span class="kn">from</span> <span class="nn">.PYCSE</span> <span class="kn">import</span> <span class="p">(</span>
+<span class="g g-Whitespace">     </span><span class="mi">13</span>     <span class="n">polyfit</span><span class="p">,</span>
+<span class="g g-Whitespace">     </span><span class="mi">14</span>     <span class="n">regress</span><span class="p">,</span>
+   <span class="p">(</span><span class="o">...</span><span class="p">)</span>
+<span class="g g-Whitespace">     </span><span class="mi">20</span>     <span class="n">lbic</span><span class="p">,</span>
+<span class="g g-Whitespace">     </span><span class="mi">21</span> <span class="p">)</span>
+<span class="g g-Whitespace">     </span><span class="mi">22</span> <span class="kn">from</span> <span class="nn">.utils</span> <span class="kn">import</span> <span class="n">feq</span><span class="p">,</span> <span class="n">flt</span><span class="p">,</span> <span class="n">fgt</span><span class="p">,</span> <span class="n">fle</span><span class="p">,</span> <span class="n">fge</span><span class="p">,</span> <span class="n">read_gsheet</span>
+<span class="ne">---&gt; </span><span class="mi">24</span> <span class="kn">from</span> <span class="nn">.hashcache</span> <span class="kn">import</span> <span class="n">hashcache</span>
+<span class="g g-Whitespace">     </span><span class="mi">26</span> <span class="c1"># from .beginner import *</span>
+<span class="g g-Whitespace">     </span><span class="mi">29</span> <span class="kn">from</span> <span class="nn">IPython</span> <span class="kn">import</span> <span class="n">get_ipython</span>
+
+<span class="n">File</span> <span class="o">/</span><span class="n">opt</span><span class="o">/</span><span class="n">hostedtoolcache</span><span class="o">/</span><span class="n">Python</span><span class="o">/</span><span class="mf">3.11.9</span><span class="o">/</span><span class="n">x64</span><span class="o">/</span><span class="n">lib</span><span class="o">/</span><span class="n">python3</span><span class="mf">.11</span><span class="o">/</span><span class="n">site</span><span class="o">-</span><span class="n">packages</span><span class="o">/</span><span class="n">pycse</span><span class="o">/</span><span class="n">hashcache</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">84</span>
+<span class="g g-Whitespace">     </span><span class="mi">82</span> <span class="kn">import</span> <span class="nn">inspect</span>
+<span class="g g-Whitespace">     </span><span class="mi">83</span> <span class="kn">import</span> <span class="nn">joblib</span>
+<span class="ne">---&gt; </span><span class="mi">84</span> <span class="kn">import</span> <span class="nn">orjson</span>
+<span class="g g-Whitespace">     </span><span class="mi">85</span> <span class="kn">import</span> <span class="nn">os</span>
+<span class="g g-Whitespace">     </span><span class="mi">86</span> <span class="kn">from</span> <span class="nn">pathlib</span> <span class="kn">import</span> <span class="n">Path</span>
+
+<span class="ne">ModuleNotFoundError</span>: No module named &#39;orjson&#39;
 </pre></div>
 </div>
 </div>

diff --git a/blog/differential-equations.html b/blog/differential-equations.html
@@ -1618,7 +1618,7 @@ <h3>Linear algebra approaches to solving systems of constant coefficient ODEs<a
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_1898/2289625004.py:4: DeprecationWarning: `row_stack` alias is deprecated. Use `np.vstack` directly.
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_1913/2289625004.py:4: DeprecationWarning: `row_stack` alias is deprecated. Use `np.vstack` directly.
   T = np.row_stack([t, t])
 </pre></div>
 </div>

diff --git a/blog/interpolation.html b/blog/interpolation.html
@@ -916,9 +916,9 @@ <h2>Interpolation with splines<a class="headerlink" href="#interpolation-with-sp
          Function evaluations: 24
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_1928/1138919460.py:26: DeprecationWarning: Conversion of an array with ndim &gt; 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_1943/1138919460.py:26: DeprecationWarning: Conversion of an array with ndim &gt; 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)
   plt.title(&#39;Max point = ({0:1.2f}, {1:1.2f})&#39;.format(float(xmax),
-/tmp/ipykernel_1928/1138919460.py:27: DeprecationWarning: Conversion of an array with ndim &gt; 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)
+/tmp/ipykernel_1943/1138919460.py:27: DeprecationWarning: Conversion of an array with ndim &gt; 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)
   float(f(xmax))));
 </pre></div>
 </div>

diff --git a/blog/linear-algebra.html b/blog/linear-algebra.html
@@ -1178,7 +1178,7 @@ <h2>Determining linear independence of a set of vectors<a class="headerlink" hre
 2
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_1955/3718588497.py:6: DeprecationWarning: `row_stack` alias is deprecated. Use `np.vstack` directly.
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_1968/3718588497.py:6: DeprecationWarning: `row_stack` alias is deprecated. Use `np.vstack` directly.
   A = np.row_stack([v1, v2, v3])
 </pre></div>
 </div>
@@ -1231,7 +1231,7 @@ <h3>Another example<a class="headerlink" href="#id2" title="Link to this heading
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[7.57773162 5.99149259]
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_1955/73961882.py:7: DeprecationWarning: `row_stack` alias is deprecated. Use `np.vstack` directly.
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_1968/73961882.py:7: DeprecationWarning: `row_stack` alias is deprecated. Use `np.vstack` directly.
   A = np.row_stack([v1, v2])
 </pre></div>
 </div>