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Guillaume 2020-04-10 17:28:58 +02:00
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6
blog/Statistics_10days-day0.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Basics" />
@ -151,7 +151,7 @@ For a continuous probability distribution, the median is the value such that a n
<div class="highlight"><pre><span></span><span class="n">L</span> <span class="o">=</span> <span class="p">[</span><span class="mi">64630</span><span class="p">,</span><span class="mi">11735</span><span class="p">,</span><span class="mi">14216</span><span class="p">,</span><span class="mi">99233</span><span class="p">,</span><span class="mi">14470</span><span class="p">,</span><span class="mi">4978</span><span class="p">,</span><span class="mi">73429</span><span class="p">,</span><span class="mi">38120</span><span class="p">,</span><span class="mi">51135</span><span class="p">,</span><span class="mi">67060</span><span class="p">,</span> <span class="mi">4978</span><span class="p">,</span> <span class="mi">73429</span><span class="p">]</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Sample : </span><span class="si">{L}</span><span class="se">\n</span><span class="s2">Mean : {mean(L)}, Median : {median(L)}, Mode : {mode(L)}&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Sample : </span><span class="si">{</span><span class="n">L</span><span class="si">}</span><span class="se">\n</span><span class="s2">Mean : </span><span class="si">{</span><span class="n">mean</span><span class="p">(</span><span class="n">L</span><span class="p">)</span><span class="si">}</span><span class="s2">, Median : </span><span class="si">{</span><span class="n">median</span><span class="p">(</span><span class="n">L</span><span class="p">)</span><span class="si">}</span><span class="s2">, Mode : </span><span class="si">{</span><span class="n">mode</span><span class="p">(</span><span class="n">L</span><span class="p">)</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
@ -185,7 +185,7 @@ For a continuous probability distribution, the median is the value such that a n
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

10
blog/Statistics_10days-day1.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Basics" />
@ -161,7 +161,7 @@
<div class="highlight"><pre><span></span><span class="n">L</span> <span class="o">=</span> <span class="p">[</span><span class="mi">3</span><span class="p">,</span><span class="mi">7</span><span class="p">,</span><span class="mi">8</span><span class="p">,</span><span class="mi">5</span><span class="p">,</span><span class="mi">12</span><span class="p">,</span><span class="mi">14</span><span class="p">,</span><span class="mi">21</span><span class="p">,</span><span class="mi">13</span><span class="p">,</span><span class="mi">18</span><span class="p">]</span>
<span class="n">Q1</span><span class="p">,</span> <span class="n">Q2</span><span class="p">,</span> <span class="n">Q3</span> <span class="o">=</span> <span class="n">quartiles</span><span class="p">(</span><span class="n">L</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Sample : </span><span class="si">{L}</span><span class="se">\n</span><span class="s2">Q1 : </span><span class="si">{Q1}</span><span class="s2">, Q2 : </span><span class="si">{Q2}</span><span class="s2">, Q3 : </span><span class="si">{Q3}</span><span class="s2">&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Sample : </span><span class="si">{</span><span class="n">L</span><span class="si">}</span><span class="se">\n</span><span class="s2">Q1 : </span><span class="si">{</span><span class="n">Q1</span><span class="si">}</span><span class="s2">, Q2 : </span><span class="si">{</span><span class="n">Q2</span><span class="si">}</span><span class="s2">, Q3 : </span><span class="si">{</span><span class="n">Q3</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
@ -174,7 +174,7 @@
<h3>Definition</h3>
<p>The interquartile range of an array is the difference between its first (Q1) and third (Q3) quartiles. Hence the interquartile range is Q3-Q1</p>
<h3>Implementation in python without using the scientific libraries</h3>
<div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Interquatile range : {Q3-Q1}&quot;</span><span class="p">)</span>
<div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Interquatile range : </span><span class="si">{</span><span class="n">Q3</span><span class="o">-</span><span class="n">Q1</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
@ -199,7 +199,7 @@
<span class="n">std</span> <span class="o">=</span> <span class="n">math</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span>
<span class="nb">sum</span><span class="p">(</span><span class="n">X</span><span class="p">)</span><span class="o">/</span><span class="nb">len</span><span class="p">(</span><span class="n">X</span><span class="p">)</span>
<span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;The distribution </span><span class="si">{X}</span><span class="s2"> has a standard deviation of </span><span class="si">{std}</span><span class="s2">&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;The distribution </span><span class="si">{</span><span class="n">X</span><span class="si">}</span><span class="s2"> has a standard deviation of </span><span class="si">{</span><span class="n">std</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
@ -219,7 +219,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

8
blog/Statistics_10days-day2.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Basics" />
@ -136,11 +136,11 @@
vertical-align: middle;
}</p>
<div class="highlight"><pre><span></span><span class="na">.dataframe</span> <span class="no">tbody</span> <span class="no">tr</span> <span class="no">th</span> <span class="err">{</span>
<span class="nl">vertical-align:</span> <span class="nf">top</span><span class="c">;</span>
<span class="nl">vertical-align:</span> <span class="nf">top</span><span class="c1">;</span>
<span class="err">}</span>
<span class="na">.dataframe</span> <span class="no">thead</span> <span class="no">th</span> <span class="err">{</span>
<span class="nl">text-align:</span> <span class="nf">right</span><span class="c">;</span>
<span class="nl">text-align:</span> <span class="nf">right</span><span class="c1">;</span>
<span class="err">}</span>
</pre></div>
@ -429,7 +429,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

8
blog/Statistics_10days-day3.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Basics" />
@ -136,11 +136,11 @@
vertical-align: middle;
}</p>
<div class="highlight"><pre><span></span><span class="na">.dataframe</span> <span class="no">tbody</span> <span class="no">tr</span> <span class="no">th</span> <span class="err">{</span>
<span class="nl">vertical-align:</span> <span class="nf">top</span><span class="c">;</span>
<span class="nl">vertical-align:</span> <span class="nf">top</span><span class="c1">;</span>
<span class="err">}</span>
<span class="na">.dataframe</span> <span class="no">thead</span> <span class="no">th</span> <span class="err">{</span>
<span class="nl">text-align:</span> <span class="nf">right</span><span class="c">;</span>
<span class="nl">text-align:</span> <span class="nf">right</span><span class="c1">;</span>
<span class="err">}</span>
</pre></div>
@ -256,7 +256,7 @@ we call B the event "a blue ball is drawn" and R the event "a red ball is drawn"
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

16
blog/Statistics_10days-day4.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Basics" />
@ -140,7 +140,7 @@
<div class="highlight"><pre><span></span><span class="n">r</span> <span class="o">=</span> <span class="mf">1.09</span>
<span class="n">p_b</span><span class="o">=</span><span class="n">r</span><span class="o">/</span><span class="p">(</span><span class="n">r</span><span class="o">+</span><span class="mi">1</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;The probability of having a boy is p=</span><span class="si">{p_b:3f}</span><span class="s2">&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;The probability of having a boy is p=</span><span class="si">{</span><span class="n">p_b</span><span class="si">:</span><span class="s2">3f</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
@ -163,7 +163,7 @@
<span class="n">b</span><span class="p">,</span> <span class="n">p</span><span class="p">,</span> <span class="n">n</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span> <span class="n">p_b</span><span class="p">,</span> <span class="mi">6</span>
<span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">3</span><span class="p">,</span><span class="mi">7</span><span class="p">):</span>
<span class="n">b</span> <span class="o">+=</span> <span class="n">bi_dist</span><span class="p">(</span><span class="n">i</span><span class="p">,</span> <span class="n">n</span><span class="p">,</span> <span class="n">p</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;probability of getting at least 3 boys in a family with exactly 6 children : </span><span class="si">{b:.3f}</span><span class="s2">&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;probability of getting at least 3 boys in a family with exactly 6 children : </span><span class="si">{</span><span class="n">b</span><span class="si">:</span><span class="s2">.3f</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
@ -184,7 +184,7 @@
<div class="highlight"><pre><span></span><span class="n">b</span><span class="p">,</span> <span class="n">p</span><span class="p">,</span> <span class="n">n</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">12</span><span class="o">/</span><span class="mi">100</span><span class="p">,</span> <span class="mi">10</span>
<span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="mi">3</span><span class="p">):</span>
<span class="n">b</span> <span class="o">+=</span> <span class="n">bi_dist</span><span class="p">(</span><span class="n">i</span><span class="p">,</span> <span class="n">n</span><span class="p">,</span> <span class="n">p</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;The probability of getting less than 2 faulty pistons in a batch is : </span><span class="si">{b:.3f}</span><span class="s2">&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;The probability of getting less than 2 faulty pistons in a batch is : </span><span class="si">{</span><span class="n">b</span><span class="si">:</span><span class="s2">.3f</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
@ -199,7 +199,7 @@
<div class="highlight"><pre><span></span><span class="n">b</span><span class="p">,</span> <span class="n">p</span><span class="p">,</span> <span class="n">n</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">12</span><span class="o">/</span><span class="mi">100</span><span class="p">,</span> <span class="mi">10</span>
<span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span><span class="mi">11</span><span class="p">):</span>
<span class="n">b</span> <span class="o">+=</span> <span class="n">bi_dist</span><span class="p">(</span><span class="n">i</span><span class="p">,</span> <span class="n">n</span><span class="p">,</span> <span class="n">p</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;The probability of getting at least 2 faulty pistons in a batch is : </span><span class="si">{b:.3f}</span><span class="s2">&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;The probability of getting at least 2 faulty pistons in a batch is : </span><span class="si">{</span><span class="n">b</span><span class="si">:</span><span class="s2">.3f</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
@ -215,7 +215,7 @@
* <span class="math">\(n=5\)</span>
* <span class="math">\(p=\frac{1}{3}\)</span></p>
<p>Hence, the probability that the first defect is found during the fith inspection is <span class="math">\(g(n=5,p=1/3)\)</span></p>
<div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;The probability that the first defect is found during the fith inspection is {round(((1-p)**(n-1)) * p, 3)}&quot;</span><span class="p">)</span>
<div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;The probability that the first defect is found during the fith inspection is </span><span class="si">{</span><span class="nb">round</span><span class="p">(((</span><span class="mi">1</span><span class="o">-</span><span class="n">p</span><span class="p">)</span><span class="o">**</span><span class="p">(</span><span class="n">n</span><span class="o">-</span><span class="mi">1</span><span class="p">))</span> <span class="o">*</span> <span class="n">p</span><span class="p">,</span> <span class="mi">3</span><span class="p">)</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
@ -235,7 +235,7 @@
<span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span><span class="n">n</span><span class="o">+</span><span class="mi">1</span><span class="p">):</span>
<span class="n">p_x5</span><span class="o">+=</span><span class="p">(</span><span class="mi">1</span><span class="o">-</span><span class="n">p</span><span class="p">)</span><span class="o">**</span><span class="p">(</span><span class="n">i</span><span class="o">-</span><span class="mi">1</span><span class="p">)</span> <span class="o">*</span> <span class="n">p</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;The probability that the first defect is found during the first 5 inspection is {round(p_x5, 3)}&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;The probability that the first defect is found during the first 5 inspection is </span><span class="si">{</span><span class="nb">round</span><span class="p">(</span><span class="n">p_x5</span><span class="p">,</span> <span class="mi">3</span><span class="p">)</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
@ -311,7 +311,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

20
blog/Statistics_10days-day5.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Basics" />
@ -143,7 +143,7 @@
<span class="n">l</span> <span class="o">=</span> <span class="mf">2.5</span>
<span class="n">k</span> <span class="o">=</span> <span class="mi">5</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Probability that a random variable X following a Poisson distribution of mean </span><span class="si">{l}</span><span class="s1"> equals </span><span class="si">{k}</span><span class="s1"> : {round(poisson(l,k),3)}&#39;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Probability that a random variable X following a Poisson distribution of mean </span><span class="si">{</span><span class="n">l</span><span class="si">}</span><span class="s1"> equals </span><span class="si">{</span><span class="n">k</span><span class="si">}</span><span class="s1"> : </span><span class="si">{</span><span class="nb">round</span><span class="p">(</span><span class="n">poisson</span><span class="p">(</span><span class="n">l</span><span class="p">,</span><span class="n">k</span><span class="p">),</span><span class="mi">3</span><span class="p">)</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">)</span>
</pre></div>
@ -174,8 +174,8 @@ Since the expectation is a linear operator :
<span class="n">CostX</span> <span class="o">=</span> <span class="mi">160</span> <span class="o">+</span> <span class="mi">40</span><span class="o">*</span><span class="p">(</span><span class="n">averageX</span> <span class="o">+</span> <span class="n">averageX</span><span class="o">**</span><span class="mi">2</span><span class="p">)</span>
<span class="n">CostY</span> <span class="o">=</span> <span class="mi">128</span> <span class="o">+</span> <span class="mi">40</span><span class="o">*</span><span class="p">(</span><span class="n">averageY</span> <span class="o">+</span> <span class="n">averageY</span><span class="o">**</span><span class="mi">2</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Expected cost to run machine A : {round(CostX, 3)}&#39;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Expected cost to run machine A : {round(CostY, 3)}&#39;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Expected cost to run machine A : </span><span class="si">{</span><span class="nb">round</span><span class="p">(</span><span class="n">CostX</span><span class="p">,</span> <span class="mi">3</span><span class="p">)</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Expected cost to run machine A : </span><span class="si">{</span><span class="nb">round</span><span class="p">(</span><span class="n">CostY</span><span class="p">,</span> <span class="mi">3</span><span class="p">)</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">)</span>
</pre></div>
@ -202,7 +202,7 @@ Between 20 and 22 hours?</p>
<span class="n">mean</span> <span class="o">=</span> <span class="mi">20</span>
<span class="n">sd</span> <span class="o">=</span> <span class="mi">2</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Probability that the car is built in less than 19.5 hours : {round(cumulative(19.5,mean,sd),3)}&#39;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Probability that the car is built in less than 19.5 hours : </span><span class="si">{</span><span class="nb">round</span><span class="p">(</span><span class="n">cumulative</span><span class="p">(</span><span class="mf">19.5</span><span class="p">,</span><span class="n">mean</span><span class="p">,</span><span class="n">sd</span><span class="p">),</span><span class="mi">3</span><span class="p">)</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">)</span>
</pre></div>
@ -212,7 +212,7 @@ Between 20 and 22 hours?</p>
<p>Similarly, the probability that a car is built between 20 and 22hours can be computed thanks to the cumulative density function:</p>
<div class="math">$$P(20\leq x\leq 22) = F_X(22)-F_X(20)$$</div>
<div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Probability that the car is built between 20 and 22 hours : {round(cumulative(22,mean,sd)-cumulative(20,mean,sd),3)}&#39;</span><span class="p">)</span>
<div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Probability that the car is built between 20 and 22 hours : </span><span class="si">{</span><span class="nb">round</span><span class="p">(</span><span class="n">cumulative</span><span class="p">(</span><span class="mi">22</span><span class="p">,</span><span class="n">mean</span><span class="p">,</span><span class="n">sd</span><span class="p">)</span><span class="o">-</span><span class="n">cumulative</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span><span class="n">mean</span><span class="p">,</span><span class="n">sd</span><span class="p">),</span><span class="mi">3</span><span class="p">)</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">)</span>
</pre></div>
@ -233,7 +233,7 @@ Between 20 and 22 hours?</p>
<div class="math">$$P(X\gt80) = 1- F_X(80)$$</div>
<div class="highlight"><pre><span></span><span class="n">mean</span> <span class="o">=</span> <span class="mi">70</span>
<span class="n">sd</span> <span class="o">=</span> <span class="mi">10</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Probability that the the student scored higher than 80 : {round(1- cumulative(80,mean,sd),3)}&#39;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Probability that the the student scored higher than 80 : </span><span class="si">{</span><span class="nb">round</span><span class="p">(</span><span class="mi">1</span><span class="o">-</span> <span class="n">cumulative</span><span class="p">(</span><span class="mi">80</span><span class="p">,</span><span class="n">mean</span><span class="p">,</span><span class="n">sd</span><span class="p">),</span><span class="mi">3</span><span class="p">)</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">)</span>
</pre></div>
@ -245,7 +245,7 @@ Between 20 and 22 hours?</p>
</p>
<div class="math">$$P(X\gt60) = 1- P(X\lt60)$$</div>
<div class="math">$$P(X\gt80) = 1- F_X(60)$$</div>
<div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Probability that the the student passed the test : {round(1- cumulative(60,mean,sd),3)}&#39;</span><span class="p">)</span>
<div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Probability that the the student passed the test : </span><span class="si">{</span><span class="nb">round</span><span class="p">(</span><span class="mi">1</span><span class="o">-</span> <span class="n">cumulative</span><span class="p">(</span><span class="mi">60</span><span class="p">,</span><span class="n">mean</span><span class="p">,</span><span class="n">sd</span><span class="p">),</span><span class="mi">3</span><span class="p">)</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">)</span>
</pre></div>
@ -255,7 +255,7 @@ Between 20 and 22 hours?</p>
<p>Probability that they failed : </p>
<div class="math">$$P(X\lt60) = F_X(60)$$</div>
<div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Probability that the student failed the test: {round(cumulative(60,mean,sd),3)}&#39;</span><span class="p">)</span>
<div class="highlight"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Probability that the student failed the test: </span><span class="si">{</span><span class="nb">round</span><span class="p">(</span><span class="n">cumulative</span><span class="p">(</span><span class="mi">60</span><span class="p">,</span><span class="n">mean</span><span class="p">,</span><span class="n">sd</span><span class="p">),</span><span class="mi">3</span><span class="p">)</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">)</span>
</pre></div>
@ -331,7 +331,7 @@ Between 20 and 22 hours?</p>
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

8
blog/Statistics_10days-day6.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Basics" />
@ -148,7 +148,7 @@
<span class="n">mu_group</span> <span class="o">=</span> <span class="n">n</span><span class="o">*</span><span class="n">mu</span>
<span class="n">st_dev_group</span> <span class="o">=</span> <span class="n">st_dev</span><span class="o">*</span><span class="n">math</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="n">n</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Probability that all the boxes can be lifted by the elevator : {cumulative(max_load, mu_group, st_dev_group)}&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Probability that all the boxes can be lifted by the elevator : </span><span class="si">{</span><span class="n">cumulative</span><span class="p">(</span><span class="n">max_load</span><span class="p">,</span> <span class="n">mu_group</span><span class="p">,</span> <span class="n">st_dev_group</span><span class="p">)</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
@ -171,7 +171,7 @@ The total number of tickets bought follows a normal distribution of mean <span c
<span class="n">mu_group</span> <span class="o">=</span> <span class="n">n_students</span><span class="o">*</span><span class="n">mu</span>
<span class="n">st_dev_group</span> <span class="o">=</span> <span class="n">st_dev</span><span class="o">*</span><span class="n">math</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="n">n_students</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Probability that all the students can purchase tickets : {cumulative(ticket_supply, mu_group, st_dev_group)}&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Probability that all the students can purchase tickets : </span><span class="si">{</span><span class="n">cumulative</span><span class="p">(</span><span class="n">ticket_supply</span><span class="p">,</span> <span class="n">mu_group</span><span class="p">,</span> <span class="n">st_dev_group</span><span class="p">)</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
@ -270,7 +270,7 @@ The total number of tickets bought follows a normal distribution of mean <span c
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
blog/Statistics_10days-day7.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Basics" />
@ -272,7 +272,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

6
blog/Statistics_10days-day8.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Basics" />
@ -157,7 +157,7 @@
<span class="n">b</span> <span class="o">=</span> <span class="n">pearson_1</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">Y</span><span class="p">,</span> <span class="n">n</span><span class="p">)</span><span class="o">*</span><span class="n">stdv</span><span class="p">(</span><span class="n">Y</span><span class="p">,</span> <span class="nb">sum</span><span class="p">(</span><span class="n">Y</span><span class="p">)</span><span class="o">/</span><span class="n">n</span><span class="p">,</span> <span class="n">n</span><span class="p">)</span><span class="o">/</span><span class="n">stdv</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="nb">sum</span><span class="p">(</span><span class="n">X</span><span class="p">)</span><span class="o">/</span><span class="n">n</span><span class="p">,</span> <span class="n">n</span><span class="p">)</span>
<span class="n">a</span> <span class="o">=</span> <span class="nb">sum</span><span class="p">(</span><span class="n">Y</span><span class="p">)</span><span class="o">/</span><span class="n">n</span> <span class="o">-</span> <span class="n">b</span><span class="o">*</span><span class="nb">sum</span><span class="p">(</span><span class="n">X</span><span class="p">)</span><span class="o">/</span><span class="n">n</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;If a student scored 80 on the math test, he would most likely score a {round(a+80*b,3)} in statistics&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;If a student scored 80 on the math test, he would most likely score a </span><span class="si">{</span><span class="nb">round</span><span class="p">(</span><span class="n">a</span><span class="o">+</span><span class="mi">80</span><span class="o">*</span><span class="n">b</span><span class="p">,</span><span class="mi">3</span><span class="p">)</span><span class="si">}</span><span class="s2"> in statistics&quot;</span><span class="p">)</span>
</pre></div>
@ -277,7 +277,7 @@ $$</div>
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
blog/Statistics_10days-day9.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Basics" />
@ -275,7 +275,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
blog/Time_Series_anomaly_detection.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Basics" />
@ -227,7 +227,7 @@ Questions for feature extraction (collective, contextual or point like):</p>
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
cryptocurrencies/Installing_bitcoind_on_raspberry_pi.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Bitcoin" />
@ -286,7 +286,7 @@ maxuploadtarget=5000
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
cryptocurrencies/blockchain_bad.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Forks/airdrops" />
@ -161,7 +161,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

8
cryptocurrencies/mayer_multiple.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Visualization" />
@ -318,8 +318,8 @@
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Mayer Mutliple over time&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Mayer Mutliple&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Time&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Mayer multiple </span><span class="si">{mayer_multiple.iloc[-1][&#39;High&#39;]}</span><span class="s2">&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Mayer multiple average {mayer_multiple.mean()[&#39;High&#39;]}&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Mayer multiple </span><span class="si">{</span><span class="n">mayer_multiple</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="s1">&#39;High&#39;</span><span class="p">]</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Mayer multiple average </span><span class="si">{</span><span class="n">mayer_multiple</span><span class="o">.</span><span class="n">mean</span><span class="p">()[</span><span class="s1">&#39;High&#39;</span><span class="p">]</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
@ -365,7 +365,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
dl/csv_logger_keras.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="basics" />
@ -279,7 +279,7 @@ Let's first import some libraries</p>
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
dl/keras_info.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="basics" />
@ -161,7 +161,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
dl/keras_input.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="basics" />
@ -149,7 +149,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
dl/keras_install.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="basics" />
@ -152,7 +152,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
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4
dl/keras_load.html
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@ -32,7 +32,7 @@
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4
dl/model_checkpoint_keras.html
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@ -32,7 +32,7 @@
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@ -235,7 +235,7 @@ Let's first import some libraries</p>
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8
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@ -32,7 +32,7 @@
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@ -185,7 +185,7 @@
<p>During the training we can see the process, including the loss and the accuracy in the output.</p>
<div class="highlight"><pre><span></span><span class="n">test_loss</span><span class="p">,</span> <span class="n">test_acc</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">evaluate</span><span class="p">(</span><span class="n">test_images</span><span class="p">,</span> <span class="n">test_labels</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Test accuracy : </span><span class="si">{test_acc}</span><span class="s2">&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Test accuracy : </span><span class="si">{</span><span class="n">test_acc</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
@ -218,7 +218,7 @@
<p>After having imported our data and defined our model, we specify a log directory where the training information will get written to. </p>
<div class="highlight"><pre><span></span><span class="c1">#keep in mind that we already imported the data and defined the model.</span>
<span class="n">tensorboard</span> <span class="o">=</span> <span class="n">TensorBoard</span><span class="p">(</span><span class="n">log_dir</span><span class="o">=</span><span class="sa">f</span><span class="s2">&quot;logs/{time()}&quot;</span><span class="p">)</span>
<span class="n">tensorboard</span> <span class="o">=</span> <span class="n">TensorBoard</span><span class="p">(</span><span class="n">log_dir</span><span class="o">=</span><span class="sa">f</span><span class="s2">&quot;logs/</span><span class="si">{</span><span class="n">time</span><span class="p">()</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
@ -280,7 +280,7 @@
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4
dl/tqdm_keras.html
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@ -32,7 +32,7 @@
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@ -188,7 +188,7 @@ Let's first import some libraries</p>
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index.html
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@ -591,6 +591,7 @@
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@ -619,6 +620,19 @@
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<h1>
What's inside my .bashr_aliases ?
</h1>
<ol class="breadcrumb">
<li>
<time class="published" datetime="2020-04-10T17:14:00+02:00">
10 avril 2020
</time>
</li>
<li>Linux</li>
<li>Bash</li>
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<div class='article_content'>
<div class="highlight"><pre><span></span><span class="nb">alias</span> <span class="nv">maj</span><span class="o">=</span><span class="s1">&#39;sudo apt update &amp;&amp; sudo apt upgrade -y&#39;</span>
<span class="nb">alias</span> <span class="nv">ms</span><span class="o">=</span><span class="s1">&#39;ls&#39;</span>
<span class="nb">alias</span> <span class="nv">nvtop</span><span class="o">=</span><span class="s1">&#39;watch nvidia-smi&#39;</span>
<span class="nb">alias</span> <span class="nv">h</span><span class="o">=</span><span class="s1">&#39;history|grep &#39;</span>
<span class="nb">alias</span> <span class="nv">f</span><span class="o">=</span><span class="s1">&#39;find . |grep &#39;</span>
<span class="nb">alias</span> <span class="nv">where</span><span class="o">=</span><span class="s1">&#39;which&#39;</span>
<span class="nb">alias</span> <span class="nv">p</span><span class="o">=</span><span class="s1">&#39;function _p(){ ps aux | grep $1 | grep -v grep;};_p&#39;</span>
<span class="nb">alias</span> <span class="nv">wget</span><span class="o">=</span><span class="s1">&#39;wget -c&#39;</span>
<span class="nb">alias</span> <span class="nv">calc</span><span class="o">=</span><span class="s1">&#39;python -ic &quot;from __future__ import division; from math import *&quot;&#39;</span>
<span class="c1">## pass options to free ##</span>
<span class="nb">alias</span> <span class="nv">meminfo</span><span class="o">=</span><span class="s1">&#39;free -m -l -t&#39;</span>
<span class="c1">## Get cpu info ##</span>
<span class="nb">alias</span> <span class="nv">cpuinfo</span><span class="o">=</span><span class="s1">&#39;lscpu&#39;</span>
<span class="c1">## get top process eating memory</span>
<span class="nb">alias</span> <span class="nv">psmem</span><span class="o">=</span><span class="s1">&#39;ps auxf | sort -nr -k 4&#39;</span>
<span class="nb">alias</span> <span class="nv">psmem10</span><span class="o">=</span><span class="s1">&#39;ps auxf | sort -nr -k 4 | head -10&#39;</span>
<span class="c1">## get top process eating cpu ##</span>
<span class="nb">alias</span> <span class="nv">pscpu</span><span class="o">=</span><span class="s1">&#39;ps auxf | sort -nr -k 3&#39;</span>
<span class="nb">alias</span> <span class="nv">pscpu10</span><span class="o">=</span><span class="s1">&#39;ps auxf | sort -nr -k 3 | head -10&#39;</span>
</pre></div>
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<div class="highlight"><pre><span></span><span class="c1">############</span>
<span class="c1"># Anaconda #</span>
<span class="c1">############</span>
<div class="highlight"><pre><span></span><span class="c1"># ~/.bashrc: executed by bash(1) for non-login shells.</span>
<span class="c1"># see /usr/share/doc/bash/examples/startup-files (in the package bash-doc)</span>
<span class="c1"># for examples</span>
<span class="nb">export</span> <span class="nv">PATH</span><span class="o">=</span><span class="s2">&quot;/station/guillaume/anaconda3/bin:</span><span class="nv">$PATH</span><span class="s2">&quot;</span>
<span class="nb">alias</span> <span class="nv">python</span><span class="o">=</span><span class="s1">&#39;/station/guillaume/anaconda3/bin/python&#39;</span>
<span class="c1"># If not running interactively, don&#39;t do anything</span>
<span class="k">case</span> <span class="nv">$-</span> in
*i*<span class="o">)</span> <span class="p">;;</span>
*<span class="o">)</span> <span class="k">return</span><span class="p">;;</span>
<span class="k">esac</span>
<span class="c1"># don&#39;t put duplicate lines or lines starting with space in the history.</span>
<span class="c1"># See bash(1) for more options</span>
<span class="nv">HISTCONTROL</span><span class="o">=</span>ignoreboth
<span class="c1">#########</span>
<span class="c1"># Alias #</span>
<span class="c1">#########</span>
<span class="c1"># append to the history file, don&#39;t overwrite it</span>
<span class="nb">shopt</span> -s histappend
<span class="c1"># for setting history length see HISTSIZE and HISTFILESIZE in bash(1)</span>
<span class="nv">HISTSIZE</span><span class="o">=</span><span class="m">1000</span>
<span class="nv">HISTFILESIZE</span><span class="o">=</span><span class="m">2000</span>
<span class="c1"># check the window size after each command and, if necessary,</span>
<span class="c1"># update the values of LINES and COLUMNS.</span>
<span class="nb">shopt</span> -s checkwinsize
<span class="nb">alias</span> <span class="nv">ding</span><span class="o">=</span><span class="s1">&#39;echo -e &quot;\a&quot;&#39;</span>
<span class="nb">alias</span> <span class="nv">calc</span><span class="o">=</span><span class="s1">&#39;python -ic &quot;from __future__ import division; from math import *&quot;&#39;</span>
<span class="nb">alias</span> <span class="nv">h</span><span class="o">=</span><span class="s2">&quot;history|grep &quot;</span>
<span class="nb">alias</span> <span class="nv">f</span><span class="o">=</span><span class="s2">&quot;find . |grep &quot;</span>
<span class="nb">alias</span> <span class="nv">p</span><span class="o">=</span><span class="s2">&quot;ps aux |grep &quot;</span>
<span class="nb">alias</span> <span class="nv">cdl</span><span class="o">=</span><span class="s2">&quot;cd /data/guillaume&quot;</span>
<span class="nb">alias</span> <span class="nv">cp</span><span class="o">=</span><span class="s2">&quot;rsync -avz --progress&quot;</span>
<span class="nb">alias</span> <span class="nv">grep</span><span class="o">=</span><span class="s2">&quot;grep --color=auto&quot;</span>
<span class="nb">alias</span> <span class="nv">ls</span><span class="o">=</span><span class="s2">&quot;ls -hN --color=auto --group-directories-first&quot;</span>
<span class="nb">alias</span> <span class="nv">ll</span><span class="o">=</span><span class="s2">&quot;ls -hal&quot;</span>
<span class="nb">alias</span> <span class="nv">sv</span><span class="o">=</span><span class="s2">&quot;ssh compute_cluster&quot;</span>
<span class="nb">alias</span> <span class="nv">ms</span><span class="o">=</span><span class="s2">&quot;ls&quot;</span>
<span class="c1"># If set, the pattern &quot;**&quot; used in a pathname expansion context will</span>
<span class="c1"># match all files and zero or more directories and subdirectories.</span>
<span class="c1">#shopt -s globstar</span>
<span class="nb">alias</span> <span class="nv">jl</span><span class="o">=</span><span class="s2">&quot;jupyter lab&quot;</span>
<span class="nb">alias</span> <span class="nv">lst</span><span class="o">=</span><span class="s2">&quot;jupyter notebook list&quot;</span>
<span class="c1"># make less more friendly for non-text input files, see lesspipe(1)</span>
<span class="o">[</span> -x /usr/bin/lesspipe <span class="o">]</span> <span class="o">&amp;&amp;</span> <span class="nb">eval</span> <span class="s2">&quot;</span><span class="k">$(</span><span class="nv">SHELL</span><span class="o">=</span>/bin/sh lesspipe<span class="k">)</span><span class="s2">&quot;</span>
<span class="c1"># set variable identifying the chroot you work in (used in the prompt below)</span>
<span class="k">if</span> <span class="o">[</span> -z <span class="s2">&quot;</span><span class="si">${</span><span class="nv">debian_chroot</span><span class="k">:-</span><span class="si">}</span><span class="s2">&quot;</span> <span class="o">]</span> <span class="o">&amp;&amp;</span> <span class="o">[</span> -r /etc/debian_chroot <span class="o">]</span><span class="p">;</span> <span class="k">then</span>
<span class="nv">debian_chroot</span><span class="o">=</span><span class="k">$(</span>cat /etc/debian_chroot<span class="k">)</span>
<span class="k">fi</span>
<span class="c1"># set a fancy prompt (non-color, unless we know we &quot;want&quot; color)</span>
<span class="k">case</span> <span class="s2">&quot;</span><span class="nv">$TERM</span><span class="s2">&quot;</span> in
xterm-color<span class="p">|</span>*-256color<span class="o">)</span> <span class="nv">color_prompt</span><span class="o">=</span>yes<span class="p">;;</span>
<span class="k">esac</span>
<span class="c1">##########################</span>
<span class="c1"># bashrc personnalisation#</span>
<span class="c1">##########################</span>
<span class="c1"># uncomment for a colored prompt, if the terminal has the capability; turned</span>
<span class="c1"># off by default to not distract the user: the focus in a terminal window</span>
<span class="c1"># should be on the output of commands, not on the prompt</span>
<span class="nv">force_color_prompt</span><span class="o">=</span>yes
<span class="nb">export</span> <span class="nv">EDITOR</span><span class="o">=</span>nano
<span class="nb">export</span> <span class="nv">BROWSER</span><span class="o">=</span><span class="s2">&quot;firefox &#39;%s&#39; &amp;&quot;</span>
<span class="k">if</span> <span class="o">[</span> -n <span class="s2">&quot;</span><span class="nv">$force_color_prompt</span><span class="s2">&quot;</span> <span class="o">]</span><span class="p">;</span> <span class="k">then</span>
<span class="k">if</span> <span class="o">[</span> -x /usr/bin/tput <span class="o">]</span> <span class="o">&amp;&amp;</span> tput setaf <span class="m">1</span> &gt;<span class="p">&amp;</span>/dev/null<span class="p">;</span> <span class="k">then</span>
<span class="c1"># We have color support; assume it&#39;s compliant with Ecma-48</span>
<span class="c1"># (ISO/IEC-6429). (Lack of such support is extremely rare, and such</span>
<span class="c1"># a case would tend to support setf rather than setaf.)</span>
<span class="nv">color_prompt</span><span class="o">=</span>yes
<span class="c1"># We have color support; assume it&#39;s compliant with Ecma-48</span>
<span class="c1"># (ISO/IEC-6429). (Lack of such support is extremely rare, and such</span>
<span class="c1"># a case would tend to support setf rather than setaf.)</span>
<span class="nv">color_prompt</span><span class="o">=</span>yes
<span class="k">else</span>
<span class="nv">color_prompt</span><span class="o">=</span>
<span class="nv">color_prompt</span><span class="o">=</span>
<span class="k">fi</span>
<span class="k">fi</span>
<span class="k">if</span> <span class="o">[</span> <span class="s2">&quot;</span><span class="nv">$color_prompt</span><span class="s2">&quot;</span> <span class="o">=</span> yes <span class="o">]</span><span class="p">;</span> <span class="k">then</span>
<span class="c1">#\h : hostname</span>
<span class="c1">#\u : user</span>
<span class="c1">#\w : current working directory</span>
<span class="c1">#\d : date</span>
<span class="c1">#\t : time</span>
<span class="nv">PS1</span><span class="o">=</span><span class="s1">&#39;${debian_chroot:+($debian_chroot)}\[\033[01;32m\]\u@\h\[\033[00m\]:\[\033[01;34m\]\w\[\033[00m\]\$ &#39;</span>
<span class="k">else</span>
<span class="nv">PS1</span><span class="o">=</span><span class="s1">&#39;${debian_chroot:+($debian_chroot)}\u@\h:\w\$ &#39;</span>
<span class="k">fi</span>
<span class="nb">unset</span> color_prompt force_color_prompt
<span class="nv">yellow</span><span class="o">=</span><span class="m">226</span>
<span class="nv">green</span><span class="o">=</span><span class="m">83</span>
<span class="nv">pink</span><span class="o">=</span><span class="m">198</span>
<span class="nv">blue</span><span class="o">=</span><span class="m">34</span>
<span class="c1"># If this is an xterm set the title to user@host:dir</span>
<span class="k">case</span> <span class="s2">&quot;</span><span class="nv">$TERM</span><span class="s2">&quot;</span> in
xterm*<span class="p">|</span>rxvt*<span class="o">)</span>
<span class="nv">PS1</span><span class="o">=</span><span class="s2">&quot;\[\e]0;</span><span class="si">${</span><span class="nv">debian_chroot</span><span class="p">:+(</span><span class="nv">$debian_chroot</span><span class="p">)</span><span class="si">}</span><span class="s2">\u@\h: \w\a\]</span><span class="nv">$PS1</span><span class="s2">&quot;</span>
<span class="p">;;</span>
*<span class="o">)</span>
<span class="p">;;</span>
<span class="k">esac</span>
<span class="nv">PS1</span><span class="o">=</span><span class="s2">&quot;\[\033[38;5;22m\]\u\[</span><span class="k">$(</span>tput sgr0<span class="k">)</span><span class="s2">\]\[\033[38;5;163m\]@\[</span><span class="k">$(</span>tput sgr0<span class="k">)</span><span class="s2">\]\[\033[38;5;22m\]\h\[</span><span class="k">$(</span>tput sgr0<span class="k">)</span><span class="s2">\]\[\033[38;5;162m\]:\[</span><span class="k">$(</span>tput sgr0<span class="k">)</span><span class="s2">\]\[\033[38;5;172m\]{\[</span><span class="k">$(</span>tput sgr0<span class="k">)</span><span class="s2">\]\[\033[38;5;39m\]\w\[</span><span class="k">$(</span>tput sgr0<span class="k">)</span><span class="s2">\]\[\033[38;5;172m\]}\[</span><span class="k">$(</span>tput sgr0<span class="k">)</span><span class="s2">\]\[\033[38;5;162m\]&gt;\[</span><span class="k">$(</span>tput sgr0<span class="k">)</span><span class="s2">\]&quot;</span>
<span class="c1"># enable color support of ls and also add handy aliases</span>
<span class="k">if</span> <span class="o">[</span> -x /usr/bin/dircolors <span class="o">]</span><span class="p">;</span> <span class="k">then</span>
<span class="nb">test</span> -r ~/.dircolors <span class="o">&amp;&amp;</span> <span class="nb">eval</span> <span class="s2">&quot;</span><span class="k">$(</span>dircolors -b ~/.dircolors<span class="k">)</span><span class="s2">&quot;</span> <span class="o">||</span> <span class="nb">eval</span> <span class="s2">&quot;</span><span class="k">$(</span>dircolors -b<span class="k">)</span><span class="s2">&quot;</span>
<span class="nb">alias</span> <span class="nv">ls</span><span class="o">=</span><span class="s1">&#39;ls --color=auto&#39;</span>
<span class="c1">#alias dir=&#39;dir --color=auto&#39;</span>
<span class="c1">#alias vdir=&#39;vdir --color=auto&#39;</span>
<span class="nb">alias</span> <span class="nv">grep</span><span class="o">=</span><span class="s1">&#39;grep --color=auto&#39;</span>
<span class="nb">alias</span> <span class="nv">fgrep</span><span class="o">=</span><span class="s1">&#39;fgrep --color=auto&#39;</span>
<span class="nb">alias</span> <span class="nv">egrep</span><span class="o">=</span><span class="s1">&#39;egrep --color=auto&#39;</span>
<span class="k">fi</span>
<span class="c1"># colored GCC warnings and errors</span>
<span class="c1">#export GCC_COLORS=&#39;error=01;31:warning=01;35:note=01;36:caret=01;32:locus=01:quote=01&#39;</span>
<span class="c1"># some more ls aliases</span>
<span class="nb">alias</span> <span class="nv">ll</span><span class="o">=</span><span class="s1">&#39;ls -alF&#39;</span>
<span class="nb">alias</span> <span class="nv">la</span><span class="o">=</span><span class="s1">&#39;ls -A&#39;</span>
<span class="nb">alias</span> <span class="nv">l</span><span class="o">=</span><span class="s1">&#39;ls -CF&#39;</span>
<span class="c1"># Add an &quot;alert&quot; alias for long running commands. Use like so:</span>
<span class="c1"># sleep 10; alert</span>
<span class="nb">alias</span> <span class="nv">alert</span><span class="o">=</span><span class="s1">&#39;notify-send --urgency=low -i &quot;$([ $? = 0 ] &amp;&amp; echo terminal || echo error)&quot; &quot;$(history|tail -n1|sed -e &#39;</span><span class="se">\&#39;</span><span class="s1">&#39;s/^\s*[0-9]\+\s*//;s/[;&amp;|]\s*alert$//&#39;</span><span class="se">\&#39;</span><span class="s1">&#39;)&quot;&#39;</span>
<span class="c1"># Alias definitions.</span>
<span class="c1"># You may want to put all your additions into a separate file like</span>
<span class="c1"># ~/.bash_aliases, instead of adding them here directly.</span>
<span class="c1"># See /usr/share/doc/bash-doc/examples in the bash-doc package.</span>
<span class="k">if</span> <span class="o">[</span> -f ~/.bash_aliases <span class="o">]</span><span class="p">;</span> <span class="k">then</span>
. ~/.bash_aliases
<span class="k">fi</span>
<span class="c1"># enable programmable completion features (you don&#39;t need to enable</span>
<span class="c1"># this, if it&#39;s already enabled in /etc/bash.bashrc and /etc/profile</span>
<span class="c1"># sources /etc/bash.bashrc).</span>
<span class="k">if</span> ! <span class="nb">shopt</span> -oq posix<span class="p">;</span> <span class="k">then</span>
<span class="k">if</span> <span class="o">[</span> -f /usr/share/bash-completion/bash_completion <span class="o">]</span><span class="p">;</span> <span class="k">then</span>
. /usr/share/bash-completion/bash_completion
<span class="k">elif</span> <span class="o">[</span> -f /etc/bash_completion <span class="o">]</span><span class="p">;</span> <span class="k">then</span>
. /etc/bash_completion
<span class="k">fi</span>
<span class="k">fi</span>
<span class="c1"># export PATH=&quot;/home/guillaume/anaconda3/bin:$PATH&quot; # commented out by conda initialize</span>
<span class="c1">#source activate base</span>
<span class="c1"># &gt;&gt;&gt; conda initialize &gt;&gt;&gt;</span>
<span class="c1"># !! Contents within this block are managed by &#39;conda init&#39; !!</span>
<span class="nv">__conda_setup</span><span class="o">=</span><span class="s2">&quot;</span><span class="k">$(</span><span class="s1">&#39;/home/guillaume/anaconda3/bin/conda&#39;</span> <span class="s1">&#39;shell.bash&#39;</span> <span class="s1">&#39;hook&#39;</span> <span class="m">2</span>&gt; /dev/null<span class="k">)</span><span class="s2">&quot;</span>
<span class="k">if</span> <span class="o">[</span> <span class="nv">$?</span> -eq <span class="m">0</span> <span class="o">]</span><span class="p">;</span> <span class="k">then</span>
<span class="nb">eval</span> <span class="s2">&quot;</span><span class="nv">$__conda_setup</span><span class="s2">&quot;</span>
<span class="k">else</span>
<span class="k">if</span> <span class="o">[</span> -f <span class="s2">&quot;/home/guillaume/anaconda3/etc/profile.d/conda.sh&quot;</span> <span class="o">]</span><span class="p">;</span> <span class="k">then</span>
. <span class="s2">&quot;/home/guillaume/anaconda3/etc/profile.d/conda.sh&quot;</span>
<span class="k">else</span>
<span class="nb">export</span> <span class="nv">PATH</span><span class="o">=</span><span class="s2">&quot;/home/guillaume/anaconda3/bin:</span><span class="nv">$PATH</span><span class="s2">&quot;</span>
<span class="k">fi</span>
<span class="k">fi</span>
<span class="nb">unset</span> __conda_setup
<span class="c1"># &lt;&lt;&lt; conda initialize &lt;&lt;&lt;</span>
<span class="nb">source</span> activate base
</pre></div>
</div>
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@ -203,7 +276,7 @@
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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<time datetime="2018">2018</time>.

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<section id="content" class="body">
<header>
<h1>
Clear unused docker images
</h1>
<ol class="breadcrumb">
<li>
<time class="published" datetime="2020-04-10T17:10:00+02:00">
10 avril 2020
</time>
</li>
<li>Linux</li>
<li>Docker</li>
</ol>
</header>
<div class='article_content'>
<p>Run the following command to clean the unused docker images</p>
<div class="highlight"><pre><span></span>docker images -q <span class="p">|</span>xargs docker rmi
</pre></div>
<p>Before </p>
<div class="highlight"><pre><span></span>bitcoin latest 7b35f12891e7 <span class="m">18</span> minutes ago 167MB
&lt;none&gt; &lt;none&gt; 4b24b9dbbd9f <span class="m">26</span> minutes ago 167MB
&lt;none&gt; &lt;none&gt; 418b6137c28e <span class="m">35</span> minutes ago 167MB
debian stable-slim e7e5f8b110eb <span class="m">10</span> days ago <span class="m">69</span>.2MB
mempool/mempool v1.0 794703676c98 <span class="m">11</span> days ago <span class="m">1</span>.01GB
drone/drone latest f2e0470417c3 <span class="m">2</span> months ago <span class="m">67</span>.5MB
eps latest 9c7be9265c84 <span class="m">2</span> months ago 458MB
&lt;none&gt; &lt;none&gt; 54c483efd98e <span class="m">2</span> months ago 458MB
&lt;none&gt; &lt;none&gt; 306b5cda6db6 <span class="m">2</span> months ago 458MB
influxdb latest 15b283775653 <span class="m">4</span> months ago 311MB
mlflow latest 2390c1d0c9aa <span class="m">5</span> months ago 946MB
&lt;none&gt; &lt;none&gt; 5f54797bd3bc <span class="m">5</span> months ago 946MB
&lt;none&gt; &lt;none&gt; e0d050cd4f39 <span class="m">5</span> months ago 946MB
&lt;none&gt; &lt;none&gt; cb544a7cbbf4 <span class="m">5</span> months ago 946MB
&lt;none&gt; &lt;none&gt; 81d3d87e6e00 <span class="m">5</span> months ago 946MB
&lt;none&gt; &lt;none&gt; 76deb458df92 <span class="m">5</span> months ago 946MB
&lt;none&gt; &lt;none&gt; ff5c93f1c05e <span class="m">5</span> months ago 430MB
&lt;none&gt; &lt;none&gt; 3ccee6bb3930 <span class="m">5</span> months ago 638MB
&lt;none&gt; &lt;none&gt; 49104572fcb2 <span class="m">5</span> months ago 638MB
&lt;none&gt; &lt;none&gt; 18875f41afe1 <span class="m">5</span> months ago <span class="m">1</span>.22GB
&lt;none&gt; &lt;none&gt; 93c114c8870f <span class="m">5</span> months ago <span class="m">1</span>.22GB
&lt;none&gt; &lt;none&gt; 8e2959da3ce1 <span class="m">5</span> months ago <span class="m">1</span>.22GB
&lt;none&gt; &lt;none&gt; a392e8be4b98 <span class="m">5</span> months ago <span class="m">1</span>.22GB
&lt;none&gt; &lt;none&gt; 11241beda07a <span class="m">5</span> months ago <span class="m">1</span>.22GB
&lt;none&gt; &lt;none&gt; 23e94992e3e4 <span class="m">5</span> months ago <span class="m">1</span>.2GB
&lt;none&gt; &lt;none&gt; e22cc69bbfde <span class="m">5</span> months ago <span class="m">1</span>.2GB
&lt;none&gt; &lt;none&gt; 5d3b30cf7774 <span class="m">5</span> months ago <span class="m">1</span>.2GB
&lt;none&gt; &lt;none&gt; d055ea146c1e <span class="m">5</span> months ago <span class="m">1</span>.2GB
&lt;none&gt; &lt;none&gt; 8163fda4e56b <span class="m">5</span> months ago <span class="m">1</span>.2GB
&lt;none&gt; &lt;none&gt; b990dc02b0dc <span class="m">5</span> months ago <span class="m">1</span>.2GB
&lt;none&gt; &lt;none&gt; 7f3f8a79a336 <span class="m">5</span> months ago <span class="m">1</span>.2GB
&lt;none&gt; &lt;none&gt; 4bc4af0d6774 <span class="m">5</span> months ago <span class="m">1</span>.2GB
redis latest de25a81a5a0b <span class="m">5</span> months ago <span class="m">98</span>.2MB
gitea/gitea latest 9f07e22ee4b9 <span class="m">7</span> months ago 109MB
ruimarinho/bitcoin-core &lt;none&gt; 9a73f94058c2 <span class="m">7</span> months ago 168MB
python <span class="m">3</span>.7.0 a187104266fb <span class="m">18</span> months ago 922MB
</pre></div>
<p>After</p>
<div class="highlight"><pre><span></span>REPOSITORY TAG IMAGE ID CREATED SIZE
bitcoin latest 7b35f12891e7 <span class="m">30</span> minutes ago 167MB
debian stable-slim e7e5f8b110eb <span class="m">10</span> days ago <span class="m">69</span>.2MB
mempool/mempool v1.0 794703676c98 <span class="m">11</span> days ago <span class="m">1</span>.01GB
eps latest 9c7be9265c84 <span class="m">2</span> months ago 458MB
influxdb latest 15b283775653 <span class="m">4</span> months ago 311MB
mlflow latest 2390c1d0c9aa <span class="m">5</span> months ago 946MB
gitea/gitea latest 9f07e22ee4b9 <span class="m">7</span> months ago 109MB
</pre></div>
<div class="highlight"><pre><span></span>
</pre></div>
</div>
<aside>
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<h3>Find an error or bug? Have a suggestion?</h3>
<p>Everything on this site is avaliable on GitHub. Head on over and <a href='https://github.com/redoules/redoules.github.io/issues/new'>submit an issue.</a> You can also message me directly by <a href='mailto:guillaume.redoules@gadz.org'>email</a>.</p>
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4
linux/directory_size.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Bash" />
@ -148,7 +148,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
linux/free_disk_space_linux.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Bash" />
@ -167,7 +167,7 @@ none 0 0 0 - /config
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
linux/get_ip_linux.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Bash" />
@ -256,7 +256,7 @@ wifi0 Link encap:UNSPEC HWaddr 5C-51-4F-41-7A-AD-00-00-00-00-00-00-00-00-00
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
linux/linux_process_information.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Bash" />
@ -172,7 +172,7 @@ USER;PID;%CPU;%MEM;VSZ;RSS;TTY;STAT;START;TIME;COMMAND</p>
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
linux/md5_recursif.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Bash" />
@ -143,7 +143,7 @@ find -type f <span class="se">\(</span> -not -name <span class="s2">&quot;md5sum
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
linux/mount_nfs_share_fstab.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="rpi" />
@ -158,7 +158,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
linux/ramdisk.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Bash" />
@ -169,7 +169,7 @@ dd <span class="k">if</span><span class="o">=</span>/dev/zero <span class="nv">o
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
linux/sed.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Bash" />
@ -494,7 +494,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
linux/share_nfs_share.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Synology" />
@ -151,7 +151,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
linux/simple_bash_function.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Bash" />
@ -208,7 +208,7 @@ The secret number is 126
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
linux/version_kernel.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Bash" />
@ -160,7 +160,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

8
machine-learning/LeastSquareRegressionLine.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="linear" />
@ -154,8 +154,8 @@ Where :</p>
<span class="n">y</span> <span class="o">=</span> <span class="p">[</span><span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">4</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">5</span><span class="p">]</span>
<span class="n">lm</span> <span class="o">=</span> <span class="n">linear_model</span><span class="o">.</span><span class="n">LinearRegression</span><span class="p">()</span>
<span class="n">lm</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;a = </span><span class="si">{lm.intercept_}</span><span class="s1">&#39;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;b = </span><span class="si">{lm.coef_[0]}</span><span class="s1">&#39;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;a = </span><span class="si">{</span><span class="n">lm</span><span class="o">.</span><span class="n">intercept_</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;b = </span><span class="si">{</span><span class="n">lm</span><span class="o">.</span><span class="n">coef_</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;Where Y=a+b*X&quot;</span><span class="p">)</span>
</pre></div>
@ -234,7 +234,7 @@ Where :</p>
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
machine-learning/Log_experiments_mlflow.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Basics" />
@ -176,7 +176,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

6
machine-learning/Multiple_Linear_Regression.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="linear" />
@ -172,7 +172,7 @@ b_2\\
<span class="n">lm</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">)</span>
<span class="n">a</span> <span class="o">=</span> <span class="n">lm</span><span class="o">.</span><span class="n">intercept_</span>
<span class="n">b</span> <span class="o">=</span> <span class="n">lm</span><span class="o">.</span><span class="n">coef_</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Linear regression coefficients between Y and X : a=</span><span class="si">{a}</span><span class="s2">, b_0=</span><span class="si">{b[0]}</span><span class="s2">, b_1=</span><span class="si">{b[1]}</span><span class="s2">&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Linear regression coefficients between Y and X : a=</span><span class="si">{</span><span class="n">a</span><span class="si">}</span><span class="s2">, b_0=</span><span class="si">{</span><span class="n">b</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="si">}</span><span class="s2">, b_1=</span><span class="si">{</span><span class="n">b</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
@ -248,7 +248,7 @@ b_2\\
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
mathematics/Bayes.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Statistics" />
@ -196,7 +196,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
mathematics/Binomial.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Statistics" />
@ -256,7 +256,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
mathematics/Geometric.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Statistics" />
@ -233,7 +233,7 @@ So :
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
mathematics/KLD.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Statistics" />
@ -214,7 +214,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
mathematics/Number_edges_Complete_graph.html
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@ -32,7 +32,7 @@
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@ -195,7 +195,7 @@
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
mathematics/Premutations_and_combinations.html
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@ -32,7 +32,7 @@
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@ -203,7 +203,7 @@
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
mathematics/cond_prob.html
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@ -32,7 +32,7 @@
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@ -197,7 +197,7 @@ and B are considered to be independent if event A has no effect on the probabili
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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<time datetime="2018">2018</time>.

4
mathematics/normal.html
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@ -32,7 +32,7 @@
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@ -221,7 +221,7 @@ where <span class="math">\(erf\)</span> is the error function:
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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<time datetime="2018">2018</time>.

4
mathematics/pearson.html
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@ -32,7 +32,7 @@
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@ -206,7 +206,7 @@
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
mathematics/poisson.html
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@ -32,7 +32,7 @@
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@ -222,7 +222,7 @@
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
mathematics/spearman.html
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@ -32,7 +32,7 @@
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@ -223,7 +223,7 @@ $$</div>
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
pages/about.html
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@ -32,7 +32,7 @@
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@ -145,7 +145,7 @@
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

12
projects/get_traffic_data.html
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@ -32,7 +32,7 @@
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<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Data ingestion" />
<meta name="tags" content="web scrapping" />
@ -217,15 +217,15 @@ BeautifulSoup is a package we will use to parse the html of the webpage opened i
<span class="k">for</span> <span class="n">coordY</span> <span class="ow">in</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="n">lat_begin</span><span class="p">,</span> <span class="n">lat_end</span><span class="p">,</span> <span class="n">nb</span><span class="p">):</span>
<span class="n">url_journey1</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;https://www.google.com/maps/dir/</span><span class="si">{coordX}</span><span class="s2">,</span><span class="si">{coordY}</span><span class="s2">/@</span><span class="si">{longitudeDestination1}</span><span class="s2">,</span><span class="si">{latitudeDestination1}</span><span class="s2">,12z/data=!3m1!4b1!4m14!4m13!1m0!1m5!1m1!1s0x47e67bff078f6575:0x95df2619f9304bd7!2m2!1d2.1825421!2d48.778384!2m4!2b1!6e0!7e2!8j1570521600!3e0&quot;</span>
<span class="n">url_journey2</span> <span class="o">=</span> <span class="sa">f</span><span class="s1">&#39;https://www.google.com/maps/dir/</span><span class="si">{coordX}</span><span class="s1">,</span><span class="si">{coordY}</span><span class="s1">/@</span><span class="si">{longitudeDestination2}</span><span class="s1">,</span><span class="si">{latitudeDestination2}</span><span class="s1">,14z/data=!3m1!4b1!4m14!4m13!1m0!1m5!1m1!1s0x47e665df0cb0b919:0x5f513cdf2fe6d39d!2m2!1d2.2572779!2d48.9368666!2m4!2b1!6e0!7e2!8j1570521600!3e0&#39;</span>
<span class="n">url_journey1</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;https://www.google.com/maps/dir/</span><span class="si">{</span><span class="n">coordX</span><span class="si">}</span><span class="s2">,</span><span class="si">{</span><span class="n">coordY</span><span class="si">}</span><span class="s2">/@</span><span class="si">{</span><span class="n">longitudeDestination1</span><span class="si">}</span><span class="s2">,</span><span class="si">{</span><span class="n">latitudeDestination1</span><span class="si">}</span><span class="s2">,12z/data=!3m1!4b1!4m14!4m13!1m0!1m5!1m1!1s0x47e67bff078f6575:0x95df2619f9304bd7!2m2!1d2.1825421!2d48.778384!2m4!2b1!6e0!7e2!8j1570521600!3e0&quot;</span>
<span class="n">url_journey2</span> <span class="o">=</span> <span class="sa">f</span><span class="s1">&#39;https://www.google.com/maps/dir/</span><span class="si">{</span><span class="n">coordX</span><span class="si">}</span><span class="s1">,</span><span class="si">{</span><span class="n">coordY</span><span class="si">}</span><span class="s1">/@</span><span class="si">{</span><span class="n">longitudeDestination2</span><span class="si">}</span><span class="s1">,</span><span class="si">{</span><span class="n">latitudeDestination2</span><span class="si">}</span><span class="s1">,14z/data=!3m1!4b1!4m14!4m13!1m0!1m5!1m1!1s0x47e665df0cb0b919:0x5f513cdf2fe6d39d!2m2!1d2.2572779!2d48.9368666!2m4!2b1!6e0!7e2!8j1570521600!3e0&#39;</span>
<span class="n">temps_user1</span> <span class="o">=</span> <span class="n">get_travel_time</span><span class="p">(</span><span class="n">url_journey1</span><span class="p">,</span> <span class="n">driver</span><span class="p">)</span>
<span class="n">temps_user2</span> <span class="o">=</span> <span class="n">get_travel_time</span><span class="p">(</span><span class="n">url_journey2</span><span class="p">,</span> <span class="n">driver</span><span class="p">)</span>
<span class="n">ctn</span> <span class="o">+=</span> <span class="mi">1</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Downloaded : {ctn/(nb*nb)*100}%&#39;</span><span class="p">)</span>
<span class="n">time</span><span class="o">.</span><span class="n">append</span><span class="p">([</span><span class="n">coordX</span><span class="p">,</span> <span class="n">coordY</span><span class="p">,</span> <span class="n">temps_user1</span><span class="o">.</span><span class="n">text</span><span class="p">,</span> <span class="n">temps_user2</span><span class="o">.</span><span class="n">text</span><span class="p">,</span> <span class="sa">f</span><span class="s1">&#39;https://www.google.com/maps/place/</span><span class="si">{coordX}</span><span class="s1">,</span><span class="si">{coordY}</span><span class="s1">&#39;</span><span class="p">])</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Downloaded : </span><span class="si">{</span><span class="n">ctn</span><span class="o">/</span><span class="p">(</span><span class="n">nb</span><span class="o">*</span><span class="n">nb</span><span class="p">)</span><span class="o">*</span><span class="mi">100</span><span class="si">}</span><span class="s1">%&#39;</span><span class="p">)</span>
<span class="n">time</span><span class="o">.</span><span class="n">append</span><span class="p">([</span><span class="n">coordX</span><span class="p">,</span> <span class="n">coordY</span><span class="p">,</span> <span class="n">temps_user1</span><span class="o">.</span><span class="n">text</span><span class="p">,</span> <span class="n">temps_user2</span><span class="o">.</span><span class="n">text</span><span class="p">,</span> <span class="sa">f</span><span class="s1">&#39;https://www.google.com/maps/place/</span><span class="si">{</span><span class="n">coordX</span><span class="si">}</span><span class="s1">,</span><span class="si">{</span><span class="n">coordY</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">])</span>
</pre></div>
@ -524,7 +524,7 @@ And we do the same for he 10 points that minimize time for user 2, color them is
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4
python/Creating_a_sqlite_database.html
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@ -32,7 +32,7 @@
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@ -192,7 +192,7 @@
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
python/Efficient_extraction_of_eigenvalues_from_a_list_of_tensors.html
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@ -32,7 +32,7 @@
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<meta name="tags" content="Algorithms" />
@ -241,7 +241,7 @@
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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<time datetime="2018">2018</time>.

4
python/Iterating_over_a_dataframe.html
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@ -32,7 +32,7 @@
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@ -235,7 +235,7 @@
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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python/Moving_average_pandas.html
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@ -32,7 +32,7 @@
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@ -378,7 +378,7 @@
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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4
python/Opening_SQLite_database.html
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@ -32,7 +32,7 @@
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@ -168,7 +168,7 @@
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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4
python/Opening_file.html
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@ -32,7 +32,7 @@
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@ -192,7 +192,7 @@ If you try to open a non existing file in read mode 'r', a FileNotFoundError wil
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python/Optimized_numpy_random_intel.html
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@ -32,7 +32,7 @@
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@ -176,7 +176,7 @@ conda install numpy --channel intel --override-channels
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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python/Parula.html
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@ -32,7 +32,7 @@
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4
python/Reading_data_from_a_sql_database_with_pandas.html
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@ -32,7 +32,7 @@
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python/Saving_a_matplotlib_figure_with_a_high_resolution.html
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@ -32,7 +32,7 @@
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python/Setting_up_the_notebook_for_plotting_with_matplotlib.html
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@ -32,7 +32,7 @@
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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4
python/Use_the_pipe_function_for_fluent_pandas_api.html
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@ -32,7 +32,7 @@
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
python/Writing_data_to_a_sql_database_with_pandas.html
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@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Data Wrangling" />
@ -339,7 +339,7 @@ However, exporting to a sql database can prove very useful. Indeed, having a wel
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<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
python/case_config.html
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@ -32,7 +32,7 @@
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@ -146,7 +146,7 @@
<footer class="footer">
<div class="container">
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
python/compare_dict.html
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@ -32,7 +32,7 @@
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<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
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@ -165,7 +165,7 @@
<footer class="footer">
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
python/config_list.html
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@ -32,7 +32,7 @@
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<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
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<meta name="tags" content="Basics" />
@ -160,7 +160,7 @@ myvariable: 42
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
python/config_parse.html
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@ -32,7 +32,7 @@
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<meta name="tags" content="Basics" />
@ -169,7 +169,7 @@ myvariable: 42
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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<time datetime="2018">2018</time>.

12
python/counting.html
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@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
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<![endif]-->
<meta name="tags" content="Basics" />
@ -128,11 +128,11 @@
<h2>Using lists</h2>
<p>If you want to count the number of occurences of an element in a list you can use the .count() function of the list object</p>
<div class="highlight"><pre><span></span><span class="n">arr</span> <span class="o">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span><span class="mi">2</span><span class="p">,</span><span class="mi">3</span><span class="p">,</span><span class="mi">3</span><span class="p">,</span><span class="mi">4</span><span class="p">,</span><span class="mi">5</span><span class="p">,</span><span class="mi">3</span><span class="p">,</span><span class="mi">6</span><span class="p">,</span><span class="mi">7</span><span class="p">,</span><span class="mi">7</span><span class="p">]</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Array : </span><span class="si">{arr}</span><span class="se">\n</span><span class="s1">&#39;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;Array : </span><span class="si">{</span><span class="n">arr</span><span class="si">}</span><span class="se">\n</span><span class="s1">&#39;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;The number 3 appears {arr.count(3)} times in the list&#39;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;The number 7 appears {arr.count(7)} times in the list&#39;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;The number 4 appears {arr.count(4)} times in the list&#39;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;The number 3 appears </span><span class="si">{</span><span class="n">arr</span><span class="o">.</span><span class="n">count</span><span class="p">(</span><span class="mi">3</span><span class="p">)</span><span class="si">}</span><span class="s1"> times in the list&#39;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;The number 7 appears </span><span class="si">{</span><span class="n">arr</span><span class="o">.</span><span class="n">count</span><span class="p">(</span><span class="mi">7</span><span class="p">)</span><span class="si">}</span><span class="s1"> times in the list&#39;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;The number 4 appears </span><span class="si">{</span><span class="n">arr</span><span class="o">.</span><span class="n">count</span><span class="p">(</span><span class="mi">4</span><span class="p">)</span><span class="si">}</span><span class="s1"> times in the list&#39;</span><span class="p">)</span>
</pre></div>
@ -181,7 +181,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
python/dask_array.html
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@ -32,7 +32,7 @@
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<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Parallel" />
@ -370,7 +370,7 @@ If we try to compute the sum of all the elements of the array we won't get the r
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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<time datetime="2018">2018</time>.

4
python/dask_dataframes.html
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@ -32,7 +32,7 @@
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<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
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@ -700,7 +700,7 @@ Thanks to this operation, if we want to get some data contained between two indi
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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<time datetime="2018">2018</time>.

4
python/dask_distributed_parallelism.html
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@ -32,7 +32,7 @@
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@ -338,7 +338,7 @@ http://127.0.0.1:8787/status</p>
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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<time datetime="2018">2018</time>.

4
python/dask_infiniband.html
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@ -32,7 +32,7 @@
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<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
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@ -148,7 +148,7 @@
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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<time datetime="2018">2018</time>.

4
python/design_own_libs.html
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@ -32,7 +32,7 @@
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<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
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@ -232,7 +232,7 @@ The list of dependencies required to test, build and generate the doc are listed
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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<time datetime="2018">2018</time>.

4
python/dict_comprehension.html
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@ -32,7 +32,7 @@
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@ -164,7 +164,7 @@
<footer class="footer">
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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<time datetime="2018">2018</time>.

4
python/download_page.html
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@ -32,7 +32,7 @@
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<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
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@ -218,7 +218,7 @@
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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<time datetime="2018">2018</time>.

4
python/ensure_dir.html
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@ -32,7 +32,7 @@
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<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
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@ -177,7 +177,7 @@
<footer class="footer">
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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<time datetime="2018">2018</time>.

4
python/file_creation_date.html
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@ -32,7 +32,7 @@
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<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
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@ -151,7 +151,7 @@
<footer class="footer">
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

6
python/file_owner.html
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@ -32,7 +32,7 @@
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<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Other" />
@ -138,7 +138,7 @@
<span class="n">filename</span> <span class="o">=</span> <span class="s2">&quot;my.file&quot;</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;The owner of the file </span><span class="si">{filename}</span><span class="s2"> is {owner(filename)[0]}&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;The owner of the file </span><span class="si">{</span><span class="n">filename</span><span class="si">}</span><span class="s2"> is </span><span class="si">{</span><span class="n">owner</span><span class="p">(</span><span class="n">filename</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
@ -158,7 +158,7 @@
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<div class="container">
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
python/intersection_array.html
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@ -32,7 +32,7 @@
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<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Basics" />
@ -159,7 +159,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

6
python/iterate_dict.html
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@ -32,7 +32,7 @@
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<![endif]-->
<meta name="tags" content="Basics" />
@ -136,7 +136,7 @@
<div class="highlight"><pre><span></span><span class="k">for</span> <span class="n">key</span><span class="p">,</span> <span class="n">value</span> <span class="ow">in</span> <span class="n">d</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;</span><span class="si">{key}</span><span class="s1"> : </span><span class="si">{value}</span><span class="s1">&#39;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s1">&#39;</span><span class="si">{</span><span class="n">key</span><span class="si">}</span><span class="s1"> : </span><span class="si">{</span><span class="n">value</span><span class="si">}</span><span class="s1">&#39;</span><span class="p">)</span>
</pre></div>
@ -158,7 +158,7 @@
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<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
python/list_files_directory.html
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@ -32,7 +32,7 @@
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<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
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@ -213,7 +213,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
python/list_windows.html
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@ -32,7 +32,7 @@
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<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
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@ -217,7 +217,7 @@
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
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<time datetime="2018">2018</time>.

4
python/load_image_PIL.html
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@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Data Wrangling" />
@ -212,7 +212,7 @@
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
python/logplot.html
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@ -32,7 +32,7 @@
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<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
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@ -248,7 +248,7 @@
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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<time datetime="2018">2018</time>.

4
python/maximize_window.html
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@ -32,7 +32,7 @@
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<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
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@ -188,7 +188,7 @@
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<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
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<time datetime="2018">2018</time>.

4
python/natural_sort.html
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@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Other" />
@ -149,7 +149,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
python/numpy_save.html
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@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Data Wrangling" />
@ -164,7 +164,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
python/pandas_extended_types.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Data Wrangling" />
@ -181,7 +181,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

8
python/point_cloud_distance.html
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@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Data Wrangling" />
@ -135,8 +135,8 @@
<span class="n">pairwise</span> <span class="o">=</span> <span class="n">pdist</span><span class="p">(</span><span class="n">points</span><span class="p">)</span> <span class="c1"># compute the pairwise distance between those points</span>
<span class="c1">#compute the maximal and minimal distance</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;maximal distance : {np.max(pairwise)}&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;minimal distance : {np.min(pairwise)}&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;maximal distance : </span><span class="si">{</span><span class="n">np</span><span class="o">.</span><span class="n">max</span><span class="p">(</span><span class="n">pairwise</span><span class="p">)</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;minimal distance : </span><span class="si">{</span><span class="n">np</span><span class="o">.</span><span class="n">min</span><span class="p">(</span><span class="n">pairwise</span><span class="p">)</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
@ -202,7 +202,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
python/points_too_far_away.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Data Wrangling" />
@ -256,7 +256,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

4
python/quandl.html
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@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Web Scraping" />
@ -237,7 +237,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

6
python/randint.html
View File

@ -32,7 +32,7 @@
<script src="https://oss.maxcdn.com/html5shiv/3.7.2/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
<meta name="tags" content="Basics" />
@ -136,7 +136,7 @@
<span class="n">min_int</span> <span class="o">=</span> <span class="mi">126</span>
<span class="n">max_int</span> <span class="o">=</span> <span class="mi">211</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;My pseudo random number between </span><span class="si">{min_int}</span><span class="s2"> and </span><span class="si">{max_int}</span><span class="s2"> : {random.randint(min_int, max_int)}&quot;</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;My pseudo random number between </span><span class="si">{</span><span class="n">min_int</span><span class="si">}</span><span class="s2"> and </span><span class="si">{</span><span class="n">max_int</span><span class="si">}</span><span class="s2"> : </span><span class="si">{</span><span class="n">random</span><span class="o">.</span><span class="n">randint</span><span class="p">(</span><span class="n">min_int</span><span class="p">,</span> <span class="n">max_int</span><span class="p">)</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
</pre></div>
@ -156,7 +156,7 @@
<footer class="footer">
<div class="container">
<p class="text-muted">
<center>This project contains 115 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<center>This project contains 117 pages and is available on <a href="https://github.com/redoules/redoules.github.io">GitHub</a>.
<br/>
Copyright &copy; Guillaume Redoulès,
<time datetime="2018">2018</time>.

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