Cosmetic fixes

Author: rougier

04-code-vectorization.rst

@@ -287,9 +287,9 @@ cleared it.
 
 .. raw:: html
 
-         <video width="100%" controls>
-         <source src="data/game-of-life.mp4" type="video/mp4">
-         Your browser does not support the video tag. </video>
+   <video width="100%" class="bordered" controls>
+   <source src="data/game-of-life.mp4" type="video/mp4">
+   Your browser does not support the video tag. </video>
 
 
 
@@ -361,17 +361,17 @@ The figure below show some animation of the model for a specific set of paramete
 
 .. raw:: html
 
-         <video width="33%" controls>
-         <source src="data/gray-scott-1.mp4" type="video/mp4">
-         Your browser does not support the video tag. </video>
+   <video width="33%" controls>
+   <source src="data/gray-scott-1.mp4" type="video/mp4">
+   Your browser does not support the video tag. </video>
 
-         <video width="33%" controls>
-         <source src="data/gray-scott-2.mp4" type="video/mp4">
-         Your browser does not support the video tag. </video>
+   <video width="33%" controls>
+   <source src="data/gray-scott-2.mp4" type="video/mp4">
+   Your browser does not support the video tag. </video>
 
-         <video width="33%" controls>
-         <source src="data/gray-scott-3.mp4" type="video/mp4">
-         Your browser does not support the video tag. </video>
+   <video width="33%" controls>
+   <source src="data/gray-scott-3.mp4" type="video/mp4">
+   Your browser does not support the video tag. </video>
 
 
 

book.html

@@ -680,7 +680,7 @@ <h3><a class="toc-backref" href="#id2">Numpy implementation</a></h3>
 <p class="last">The Game of Life. Gray levels indicate how much a cell has been active in
 the past.</p>
 </div>
-<video width="100%" controls>
+<video width="100%" class="bordered" controls>
 <source src="data/game-of-life.mp4" type="video/mp4">
 Your browser does not support the video tag. </video></div>
 <div class="section" id="exercise">
@@ -2647,7 +2647,7 @@ <h2><a class="toc-backref" href="#id34">Scipy &amp; co</a></h2>
 additional packages for scipy. In fact, every domain of science probably has
 its own package and most of the examples we've been studying until now could
 have been solved in two or three calls to a method in the relevant package.
-But of course, it was not the goal an programming things yourself is generally
+But of course, it was not the goal and programming things yourself is generally
 a good exercise if you have some spare time. The biggest difficulty at this
 point is to find these relevant packages. Here is a very short list of packages
 that are well-maintained, well-tested and may simplify your scientific life
@@ -2715,7 +2715,7 @@ <h2><a class="toc-backref" href="#id34">Conclusion</a></h2>
 it in every situation. In this chapter, we've seen some alternatives (including
 Python itself) that are worth a look. As always, the choice belongs to you. You
 have to consider what is the best solution for you in term of development time,
-computation time and effort in maintenance. In one hand, if you design your
+computation time and effort in maintenance. On the one hand, if you design your
 own solution, you'll have to test it and to maintain it, but in exchange,
 you'll be free to design it the way you want. On the other hand, if you decide
 to rely on a third-party package, you'll save time in development and benefit