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jkitchin · Jul 8, 2024 · 25f1884 · 25f1884
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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 0x7ff543fb6480&gt;
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;function &lt;lambda&gt; at 0x7efc1ae1b920&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 0x7ff543f4a0c0&gt;
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;function &lt;lambda&gt; at 0x7efc1ae1bce0&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 0x7ff543fb62a0&gt;
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;function &lt;lambda&gt; at 0x7efc1af620c0&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 0x7ff543fb6200&gt;
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;function &lt;lambda&gt; at 0x7efc1ae1b920&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_1846/3002503601.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_1927/3002503601.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_1846/518394352.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_1927/518394352.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>[[[0.43615886 0.13605706 0.05297671]
-  [0.35305927 0.29357532 0.49733565]
-  [0.38172968 0.07665701 0.5449612 ]]
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[[[0.38539438 0.11231027 0.40790904]
+  [0.08412152 0.21880168 0.90380847]
+  [0.11389821 0.47825366 0.36913078]]
 
- [[0.49819208 0.5947304  0.5798703 ]
-  [0.08390736 0.36638886 0.81145878]
-  [0.58993414 0.69823151 0.02000972]]
+ [[0.13520422 0.94558297 0.3489036 ]
+  [0.28555128 0.52922711 0.33190157]
+  [0.21311647 0.05928239 0.4696106 ]]
 
- [[0.62070431 0.69793003 0.95113255]
-  [0.60793599 0.23134862 0.79939542]
-  [0.64336982 0.32286496 0.76583464]]]
+ [[0.81299699 0.68237323 0.90055802]
+  [0.07279773 0.92884477 0.54403059]
+  [0.69365596 0.13691994 0.02003016]]]
 </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>[[0.43615886 0.35305927 0.38172968]
- [0.49819208 0.08390736 0.58993414]
- [0.62070431 0.60793599 0.64336982]]
-[0.43615886 0.49819208 0.62070431]
-[0.5798703  0.81145878 0.02000972]
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[[0.38539438 0.08412152 0.11389821]
+ [0.13520422 0.28555128 0.21311647]
+ [0.81299699 0.07279773 0.69365596]]
+[0.38539438 0.13520422 0.81299699]
+[0.3489036  0.33190157 0.4696106 ]
 </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_1899/2289625004.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_1982/2289625004.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_1932/1138919460.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_2011/1138919460.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_1932/1138919460.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_2011/1138919460.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_1957/3718588497.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_2036/3718588497.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_1957/73961882.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_2036/73961882.py:7: DeprecationWarning: `row_stack` alias is deprecated. Use `np.vstack` directly.
   A = np.row_stack([v1, v2])
 </pre></div>
 </div>

diff --git a/blog/math.html b/blog/math.html
@@ -673,9 +673,9 @@ <h2>Numeric derivatives by differences<a class="headerlink" href="#numeric-deriv
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span> Forward difference took 0.000218 seconds
- Backward difference took 0.000195 seconds
- Centered difference took 0.000258 seconds
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span> Forward difference took 0.000215 seconds
+ Backward difference took 0.000199 seconds
+ Centered difference took 0.000234 seconds
 </pre></div>
 </div>
 <img alt="../_images/e82a955efa2e01fb55f09524ce9405030516d0ae15614c934dfaf2d14380e228.png" src="../_images/e82a955efa2e01fb55f09524ce9405030516d0ae15614c934dfaf2d14380e228.png" />
@@ -775,7 +775,7 @@ <h2>2-point vs. 4-point numerical derivatives<a class="headerlink" href="#point-
 </div>
 </div>
 <div class="cell_output docutils container">
-<img alt="../_images/fd1c4dd607192f735e593fedf2e148c1e2e0d8d6627ddc937a5e9bce97dc2680.png" src="../_images/fd1c4dd607192f735e593fedf2e148c1e2e0d8d6627ddc937a5e9bce97dc2680.png" />
+<img alt="../_images/98b5742cbf2a1fd2d1365f69ae04a9b6459adc8c01de2dfebdc1689c8ce54e8d.png" src="../_images/98b5742cbf2a1fd2d1365f69ae04a9b6459adc8c01de2dfebdc1689c8ce54e8d.png" />
 </div>
 </div>
 </section>
@@ -900,7 +900,7 @@ <h2>Derivatives by FFT<a class="headerlink" href="#derivatives-by-fft" title="Li
 </div>
 </div>
 <div class="cell_output docutils container">
-<img alt="../_images/6cbf84e4a4a103ee3949de06e753be27d8a8507dc7a703fe0ff8bb6ec03c5c4d.png" src="../_images/6cbf84e4a4a103ee3949de06e753be27d8a8507dc7a703fe0ff8bb6ec03c5c4d.png" />
+<img alt="../_images/7d92bcc8ea06aea71bb368638523605c3e942f43163dbf4a64c0988650bff5db.png" src="../_images/7d92bcc8ea06aea71bb368638523605c3e942f43163dbf4a64c0988650bff5db.png" />
 </div>
 </div>
 </section>
@@ -1280,7 +1280,7 @@ <h3>Numerical data integration<a class="headerlink" href="#numerical-data-integr
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>4.25 0.0625
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_1982/1388173814.py:6: 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_2062/1388173814.py:6: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
   i2 = np.trapz(y, x)
 </pre></div>
 </div>
@@ -1323,7 +1323,7 @@ <h3>Numerical data integration<a class="headerlink" href="#numerical-data-integr
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>4.000408121620243
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_1982/1343167527.py:6: 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_2062/1343167527.py:6: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
   print(np.trapz(y2, x2))
 </pre></div>
 </div>
@@ -1363,7 +1363,7 @@ <h3>Combining numerical data with quad<a class="headerlink" href="#combining-num
 2.5312499999999987
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_1982/1681875887.py:13: 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_2062/1681875887.py:13: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
   print(np.trapz(yfine, xfine))
 </pre></div>
 </div>
@@ -1774,7 +1774,7 @@ <h2>The trapezoidal method of integration<a class="headerlink" href="#the-trapez
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>time elapsed = 0.0007112026214599609 sec
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>time elapsed = 0.0007185935974121094 sec
 1.9999983517708524
 </pre></div>
 </div>
@@ -1795,7 +1795,7 @@ <h2>The trapezoidal method of integration<a class="headerlink" href="#the-trapez
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>time elapsed = 0.00022554397583007812 sec
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>time elapsed = 0.0002205371856689453 sec
 1.9999934070923728
 </pre></div>
 </div>
@@ -1814,7 +1814,7 @@ <h2>The trapezoidal method of integration<a class="headerlink" href="#the-trapez
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>time elapsed = 8.726119995117188e-05 sec
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>time elapsed = 8.535385131835938e-05 sec
 1.999993407092373
 </pre></div>
 </div>
@@ -2009,7 +2009,7 @@ <h2>Function integration by the Romberg method<a class="headerlink" href="#funct
 0.2928932188134519
 </pre></div>
 </div>
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_1982/1760157840.py:9: DeprecationWarning: `scipy.integrate.romberg` is deprecated as of SciPy 1.12.0and will be removed in SciPy 1.15.0. Please use`scipy.integrate.quad` instead.
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_2062/1760157840.py:9: DeprecationWarning: `scipy.integrate.romberg` is deprecated as of SciPy 1.12.0and will be removed in SciPy 1.15.0. Please use`scipy.integrate.quad` instead.
   print(romberg(np.sin, a, b))
 </pre></div>
 </div>

diff --git a/blog/nonlinear-algebra.html b/blog/nonlinear-algebra.html
@@ -765,10 +765,10 @@ <h2>Method of continuity for nonlinear equation solving<a class="headerlink" hre
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_2010/4022852329.py:19: RuntimeWarning: The iteration is not making good progress, as measured by the 
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_2091/4022852329.py:19: RuntimeWarning: The iteration is not making good progress, as measured by the 
   improvement from the last ten iterations.
   y1, = fsolve(tmp, x0)
-/tmp/ipykernel_2010/4022852329.py:19: RuntimeWarning: The iteration is not making good progress, as measured by the 
+/tmp/ipykernel_2091/4022852329.py:19: RuntimeWarning: The iteration is not making good progress, as measured by the 
   improvement from the last five Jacobian evaluations.
   y1, = fsolve(tmp, x0)
 </pre></div>

diff --git a/blog/plotting.html b/blog/plotting.html
@@ -1173,7 +1173,7 @@ <h2>Peak annotation in matplotlib<a class="headerlink" href="#peak-annotation-in
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_2066/256016704.py:19: 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_2145/256016704.py:19: DeprecationWarning: `trapz` is deprecated. Use `trapezoid` instead, or one of the numerical integration functions in `scipy.integrate`.
   area = np.trapz(i[ind], w[ind])
 </pre></div>
 </div>

diff --git a/blog/programming.html b/blog/programming.html
@@ -795,7 +795,7 @@ <h2>Unique entries in a vector<a class="headerlink" href="#unique-entries-in-a-v
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&#39;c&#39;, &#39;a&#39;, &#39;b&#39;, &#39;d&#39;, &#39;abracadabra&#39;]
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&#39;a&#39;, &#39;c&#39;, &#39;d&#39;, &#39;b&#39;, &#39;abracadabra&#39;]
 </pre></div>
 </div>
 </div>
@@ -1168,11 +1168,11 @@ <h2>About your python<a class="headerlink" href="#about-your-python" title="Link
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>uname_result(system=&#39;Linux&#39;, node=&#39;fv-az1788-775&#39;, release=&#39;6.5.0-1022-azure&#39;, version=&#39;#23~22.04.1-Ubuntu SMP Thu May  9 17:59:24 UTC 2024&#39;, machine=&#39;x86_64&#39;)
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>uname_result(system=&#39;Linux&#39;, node=&#39;fv-az1437-408&#39;, release=&#39;6.5.0-1022-azure&#39;, version=&#39;#23~22.04.1-Ubuntu SMP Thu May  9 17:59:24 UTC 2024&#39;, machine=&#39;x86_64&#39;)
 Linux
 (&#39;64bit&#39;, &#39;ELF&#39;)
 x86_64
-fv-az1788-775
+fv-az1437-408
 Linux-6.5.0-1022-azure-x86_64-with-glibc2.35
 x86_64
 (&#39;main&#39;, &#39;Jun 25 2024 18:25:01&#39;)