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36 changes: 18 additions & 18 deletions blog/basic-python.html
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Expand Up @@ -1287,7 +1287,7 @@ <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 0x7f7dcd0228b0&gt;
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;function &lt;lambda&gt; at 0x7f717a4a6c10&gt;
4
</pre></div>
</div>
Expand All @@ -1303,7 +1303,7 @@ <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 0x7f7dcd022790&gt;
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;function &lt;lambda&gt; at 0x7f717a4a6ca0&gt;
5
</pre></div>
</div>
Expand All @@ -1320,7 +1320,7 @@ <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 0x7f7dcd022940&gt;
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;function &lt;lambda&gt; at 0x7f717a4a6af0&gt;
5
5
</pre></div>
Expand All @@ -1341,7 +1341,7 @@ <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 0x7f7dcd022790&gt;
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;function &lt;lambda&gt; at 0x7f717a4a6ca0&gt;
1
3
6
Expand Down Expand Up @@ -2056,17 +2056,17 @@ <h3>3D arrays<a class="headerlink" href="#id2" title="Permalink to this headline
</div>
</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[[[0.18669699 0.69502029 0.20986348]
[0.06565541 0.8897072 0.82854029]
[0.12783519 0.18019604 0.23314986]]
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[[[0.69067002 0.86820391 0.41095462]
[0.23928262 0.20461901 0.03553114]
[0.88706366 0.3710132 0.06225455]]

[[0.48427686 0.53829178 0.1844265 ]
[0.97268936 0.22409093 0.44207862]
[0.9302502 0.81610388 0.18952069]]
[[0.27877735 0.05310288 0.54372247]
[0.15003476 0.84749068 0.98777467]
[0.01347093 0.73399905 0.67387383]]

[[0.78955714 0.38903201 0.08592092]
[0.92595708 0.86614371 0.55991708]
[0.52178892 0.29528652 0.27736734]]]
[[0.61569248 0.21575585 0.68368726]
[0.93352501 0.88384495 0.0229938 ]
[0.55291725 0.79120462 0.09756184]]]
</pre></div>
</div>
</div>
Expand All @@ -2080,11 +2080,11 @@ <h3>3D arrays<a class="headerlink" href="#id2" title="Permalink to this headline
</div>
</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[[0.18669699 0.06565541 0.12783519]
[0.48427686 0.97268936 0.9302502 ]
[0.78955714 0.92595708 0.52178892]]
[0.18669699 0.48427686 0.78955714]
[0.1844265 0.44207862 0.18952069]
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[[0.69067002 0.23928262 0.88706366]
[0.27877735 0.15003476 0.01347093]
[0.61569248 0.93352501 0.55291725]]
[0.69067002 0.27877735 0.61569248]
[0.54372247 0.98777467 0.67387383]
</pre></div>
</div>
</div>
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6 changes: 2 additions & 4 deletions blog/linear-algebra.html
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Expand Up @@ -1386,7 +1386,7 @@ <h2>Determining linear independence of a set of vectors<a class="headerlink" hre
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[ 2. -3.]
</pre></div>
</div>
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_2114/1461910281.py:2: FutureWarning: `rcond` parameter will change to the default of machine precision times ``max(M, N)`` where M and N are the input matrix dimensions.
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_2145/1461910281.py:2: FutureWarning: `rcond` parameter will change to the default of machine precision times ``max(M, N)`` where M and N are the input matrix dimensions.
To use the future default and silence this warning we advise to pass `rcond=None`, to keep using the old, explicitly pass `rcond=-1`.
x = np.linalg.lstsq(A, v3)
</pre></div>
Expand Down Expand Up @@ -1492,9 +1492,7 @@ <h3>Application to independent chemical reactions.<a class="headerlink" href="#a
</pre></div>
</div>
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Matrix([[1, 0, 0, 2, -2], [0, 1, 0, 1, -1], [0, 0, 1, -2, 0], [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], [0, 0, 0, 0, 0]])
</pre></div>
</div>
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0 = +1H2 +2Br -2HBr
0 = +1H2 +2Br -2HBr
0 = +1H +1Br -1HBr
0 = +1Br2 -2Br
</pre></div>
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12 changes: 6 additions & 6 deletions blog/math.html
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Expand Up @@ -929,9 +929,9 @@ <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 0.000216 seconds
Backward difference took 0.000204 seconds
Centered difference took 0.000231 seconds
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span> Forward difference took 0.000226 seconds
Backward difference took 0.000194 seconds
Centered difference took 0.000226 seconds
</pre></div>
</div>
<img alt="../_images/math_3_1.png" src="../_images/math_3_1.png" />
Expand Down Expand Up @@ -2020,7 +2020,7 @@ <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 = 0.0007581710815429688 sec
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>time elapsed = 0.0007703304290771484 sec
1.9999983517708524
</pre></div>
</div>
Expand All @@ -2041,7 +2041,7 @@ <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 = 0.00023865699768066406 sec
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>time elapsed = 0.00023031234741210938 sec
1.9999934070923728
</pre></div>
</div>
Expand All @@ -2060,7 +2060,7 @@ <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 = 7.43865966796875e-05 sec
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>time elapsed = 7.605552673339844e-05 sec
1.999993407092373
</pre></div>
</div>
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11 changes: 7 additions & 4 deletions blog/programming.html
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Expand Up @@ -863,7 +863,7 @@ <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;a&#39;, &#39;abracadabra&#39;, &#39;c&#39;, &#39;b&#39;, &#39;d&#39;]
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&#39;b&#39;, &#39;c&#39;, &#39;a&#39;, &#39;abracadabra&#39;, &#39;d&#39;]
</pre></div>
</div>
</div>
Expand Down Expand Up @@ -1040,6 +1040,9 @@ <h2>Working with lists<a class="headerlink" href="#working-with-lists" title="Pe
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&#39;As&#39;, &#39;we&#39;, &#39;have&#39;, &#39;seen,&#39;, &#39;handling&#39;, &#39;units&#39;, &#39;with&#39;, &#39;third&#39;, &#39;party&#39;, &#39;functions&#39;, &#39;is&#39;, &#39;fragile,&#39;, &#39;and&#39;, &#39;often&#39;, &#39;requires&#39;, &#39;additional&#39;, &#39;code&#39;, &#39;to&#39;, &#39;wrap&#39;, &#39;the&#39;, &#39;function&#39;, &#39;to&#39;, &#39;handle&#39;, &#39;the&#39;, &#39;units.&#39;, &#39;An&#39;, &#39;alternative&#39;, &#39;approach&#39;, &#39;that&#39;, &#39;avoids&#39;, &#39;the&#39;, &#39;wrapping&#39;, &#39;is&#39;, &#39;to&#39;, &#39;rescale&#39;, &#39;the&#39;, &#39;equations&#39;, &#39;so&#39;, &#39;they&#39;, &#39;are&#39;, &#39;dimensionless.&#39;, &#39;Then,&#39;, &#39;we&#39;, &#39;should&#39;, &#39;be&#39;, &#39;able&#39;, &#39;to&#39;, &#39;use&#39;, &#39;all&#39;, &#39;the&#39;, &#39;standard&#39;, &#39;external&#39;, &#39;functions&#39;, &#39;without&#39;, &#39;modification.&#39;, &#39;We&#39;, &#39;obtain&#39;, &#39;the&#39;, &#39;final&#39;, &#39;solutions&#39;, &#39;by&#39;, &#39;rescaling&#39;, &#39;back&#39;, &#39;to&#39;, &#39;the&#39;, &#39;answers&#39;, &#39;we&#39;, &#39;want.&#39;, &#39;Before&#39;, &#39;doing&#39;, &#39;the&#39;, &#39;examples,&#39;, &#39;let&#39;, &#39;us&#39;, &#39;consider&#39;, &#39;how&#39;, &#39;the&#39;, &#39;quantities&#39;, &#39;package&#39;, &#39;handles&#39;, &#39;dimensionless&#39;, &#39;numbers.&#39;, &#39;import&#39;, &#39;quantities&#39;, &#39;as&#39;, &#39;u&#39;, &#39;a&#39;, &#39;=&#39;, &#39;5&#39;, &#39;*&#39;, &#39;u.m&#39;, &#39;L&#39;, &#39;=&#39;, &#39;10&#39;, &#39;*&#39;, &#39;u.m&#39;, &#39;#&#39;, &#39;characteristic&#39;, &#39;length&#39;, &#39;print&#39;, &#39;a/L&#39;, &#39;print&#39;, &#39;type(a/L)&#39;]
</pre></div>
</div>
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>
</pre></div>
</div>
</div>
</div>
<p>Let us get the length of each word.</p>
Expand Down Expand Up @@ -1239,11 +1242,11 @@ <h2>About your python<a class="headerlink" href="#about-your-python" title="Perm
</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-az692-848&#39;, release=&#39;6.2.0-1018-azure&#39;, version=&#39;#18~22.04.1-Ubuntu SMP Tue Nov 21 19:25:02 UTC 2023&#39;, machine=&#39;x86_64&#39;, processor=&#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-az1055-919&#39;, release=&#39;6.2.0-1018-azure&#39;, version=&#39;#18~22.04.1-Ubuntu SMP Tue Nov 21 19:25:02 UTC 2023&#39;, machine=&#39;x86_64&#39;, processor=&#39;x86_64&#39;)
Linux
(&#39;64bit&#39;, &#39;ELF&#39;)
x86_64
fv-az692-848
fv-az1055-919
Linux-6.2.0-1018-azure-x86_64-with-glibc2.34
x86_64
(&#39;default&#39;, &#39;Aug 28 2023 08:27:22&#39;)
Expand Down Expand Up @@ -1309,7 +1312,7 @@ <h2>About your python<a class="headerlink" href="#about-your-python" title="Perm
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>initially inside /home/runner/work/pycse/pycse/pycse-jb/pycse___python_computations_in_science_and_engineering/blog
inside /home/runner/work/pycse/pycse/pycse-jb/pycse___python_computations_in_science_and_engineering/blog/data
[&#39;antoine_data.dat&#39;, &#39;example.xlsx&#39;, &#39;testdata.txt&#39;, &#39;gc-data-21.txt&#39;, &#39;debug-3.txt&#39;, &#39;debug-2.txt&#39;, &#39;example3.xls&#39;, &#39;antoine_database.mat&#39;, &#39;debug.txt&#39;, &#39;PT.txt&#39;, &#39;test.docx&#39;, &#39;debug-4.txt&#39;, &#39;raman.txt&#39;, &#39;example2.xls&#39;, &#39;example4.xlsx&#39;, &#39;example4.xls&#39;]
[&#39;test.docx&#39;, &#39;raman.txt&#39;, &#39;gc-data-21.txt&#39;, &#39;debug-2.txt&#39;, &#39;example.xlsx&#39;, &#39;PT.txt&#39;, &#39;example3.xls&#39;, &#39;debug.txt&#39;, &#39;example2.xls&#39;, &#39;antoine_database.mat&#39;, &#39;antoine_data.dat&#39;, &#39;debug-4.txt&#39;, &#39;debug-3.txt&#39;, &#39;example4.xls&#39;, &#39;example4.xlsx&#39;, &#39;testdata.txt&#39;]
Exception caught: &lt;class &#39;Exception&#39;&gt;
Running final code
finally inside /home/runner/work/pycse/pycse/pycse-jb/pycse___python_computations_in_science_and_engineering/blog
Expand Down
36 changes: 18 additions & 18 deletions blog/statistics.html
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Expand Up @@ -1271,8 +1271,8 @@ <h3>Addition and subtraction<a class="headerlink" href="#addition-and-subtractio
</div>
<div class="cell_output docutils container">
<img alt="../_images/statistics_50_0.png" src="../_images/statistics_50_0.png" />
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.49958035005958623
0.49719666157077885
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.5002963024203956
0.5017002891037566
0.5
</pre></div>
</div>
Expand All @@ -1296,7 +1296,7 @@ <h3>Multiplication<a class="headerlink" href="#multiplication" title="Permalink
</div>
</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>11.914369596501157
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>11.92702620090524
11.872657663724665
</pre></div>
</div>
Expand All @@ -1315,7 +1315,7 @@ <h3>Division<a class="headerlink" href="#division" title="Permalink to this head
</div>
</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.2926529226324141
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.2951788596090843
0.2898598062432779
</pre></div>
</div>
Expand All @@ -1340,7 +1340,7 @@ <h3>exponents<a class="headerlink" href="#exponents" title="Permalink to this he
</div>
</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>1.7062862600259128
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>1.7330166468349855
1.7236544062149992
</pre></div>
</div>
Expand All @@ -1354,7 +1354,7 @@ <h3>exponents<a class="headerlink" href="#exponents" title="Permalink to this he
</div>
</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.007480883695650007
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.007594664182720656
0.007483647387490024
</pre></div>
</div>
Expand Down Expand Up @@ -1382,7 +1382,7 @@ <h3>the chain rule in error propagation<a class="headerlink" href="#the-chain-ru
</div>
</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>3.6368871852241944
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>3.6494025016355645
3.6180105030251086
</pre></div>
</div>
Expand Down Expand Up @@ -1640,7 +1640,7 @@ <h2>Another approach to error propagation<a class="headerlink" href="#another-ap
</div>
</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Ca(exit) = 0.00501123152759861+/-0.00016922285043578688
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Ca(exit) = 0.005009354673454926+/-0.00016829761756190892
</pre></div>
</div>
</div>
Expand Down Expand Up @@ -1672,7 +1672,7 @@ <h2>Random thoughts<a class="headerlink" href="#random-thoughts" title="Permalin
</div>
</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>n = 0.9695214297391912
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>n = 0.7461741244429879
You win!
</pre></div>
</div>
Expand All @@ -1697,7 +1697,7 @@ <h2>Random thoughts<a class="headerlink" href="#random-thoughts" title="Permalin
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>You won 5187 times (51.870000%)
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>You won 5146 times (51.460000%)
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<img alt="../_images/statistics_89_1.png" src="../_images/statistics_89_1.png" />
Expand All @@ -1716,10 +1716,10 @@ <h2>Random thoughts<a class="headerlink" href="#random-thoughts" title="Permalin
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>26
[77 60 77]
[[23 93]
[40 61]]
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>84
[89 48 10]
[[60 25]
[22 55]]
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Expand All @@ -1737,8 +1737,8 @@ <h2>Random thoughts<a class="headerlink" href="#random-thoughts" title="Permalin
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.5109273050705958
[1.26983078 1.45291518]
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>1.1250742762409103
[1.18949345 0.37863001]
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Expand Down Expand Up @@ -1784,8 +1784,8 @@ <h2>Random thoughts<a class="headerlink" href="#random-thoughts" title="Permalin
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>68.760000% of samples are within +- 1 standard deviations of the mean
95.760000% of samples are within +- 2 standard deviations of the mean
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>67.640000% of samples are within +- 1 standard deviations of the mean
95.200000% of samples are within +- 2 standard deviations of the mean
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