typos

doc/pub/week39/html/week39-bs.html

@@ -248,10 +248,10 @@ doconce format html week39.do.txt --html_style=bootstrap --pygments_html_style=d
                2,
                None,
                'same-code-but-now-with-momentum-gradient-descent'),
-              ("But noen of these can compete with Newton's method",
+              ("But none of these can compete with Newton's method",
                2,
                None,
-               'but-noen-of-these-can-compete-with-newton-s-method'),
+               'but-none-of-these-can-compete-with-newton-s-method'),
               ('Including Stochastic Gradient Descent with Autograd',
                2,
                None,
@@ -394,7 +394,7 @@ MathJax.Hub.Config({
      <!-- navigation toc: --> <li><a href="._week39-bs079.html#recommended-to-avoid" style="font-size: 80%;">Recommended to avoid</a></li>
      <!-- navigation toc: --> <li><a href="._week39-bs080.html#using-autograd-with-ols" style="font-size: 80%;">Using Autograd with OLS</a></li>
      <!-- navigation toc: --> <li><a href="._week39-bs084.html#same-code-but-now-with-momentum-gradient-descent" style="font-size: 80%;">Same code but now with momentum gradient descent</a></li>
-     <!-- navigation toc: --> <li><a href="._week39-bs082.html#but-noen-of-these-can-compete-with-newton-s-method" style="font-size: 80%;">But noen of these can compete with Newton's method</a></li>
+     <!-- navigation toc: --> <li><a href="._week39-bs082.html#but-none-of-these-can-compete-with-newton-s-method" style="font-size: 80%;">But none of these can compete with Newton's method</a></li>
      <!-- navigation toc: --> <li><a href="._week39-bs083.html#including-stochastic-gradient-descent-with-autograd" style="font-size: 80%;">Including Stochastic Gradient Descent with Autograd</a></li>
      <!-- navigation toc: --> <li><a href="._week39-bs084.html#same-code-but-now-with-momentum-gradient-descent" style="font-size: 80%;">Same code but now with momentum gradient descent</a></li>
      <!-- navigation toc: --> <li><a href="._week39-bs085.html#similar-second-order-function-now-problem-but-now-with-adagrad" style="font-size: 80%;">Similar (second order function now) problem but now with AdaGrad</a></li>

doc/pub/week39/html/week39-reveal.html

@@ -3294,7 +3294,7 @@ delta_momentum = <span style="color: #B452CD">0.3</span>
 </section>
 
 <section>
-<h2 id="but-noen-of-these-can-compete-with-newton-s-method">But noen of these can compete with Newton's method </h2>
+<h2 id="but-none-of-these-can-compete-with-newton-s-method">But none of these can compete with Newton's method </h2>
 
 
 <!-- code=python (!bc pycod) typeset with pygments style "perldoc" -->

doc/pub/week39/html/week39-solarized.html

@@ -275,10 +275,10 @@ div.toc p,a {
                2,
                None,
                'same-code-but-now-with-momentum-gradient-descent'),
-              ("But noen of these can compete with Newton's method",
+              ("But none of these can compete with Newton's method",
                2,
                None,
-               'but-noen-of-these-can-compete-with-newton-s-method'),
+               'but-none-of-these-can-compete-with-newton-s-method'),
               ('Including Stochastic Gradient Descent with Autograd',
                2,
                None,
@@ -3232,7 +3232,7 @@ delta_momentum = <span style="color: #B452CD">0.3</span>
 
 
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
-<h2 id="but-noen-of-these-can-compete-with-newton-s-method">But noen of these can compete with Newton's method </h2>
+<h2 id="but-none-of-these-can-compete-with-newton-s-method">But none of these can compete with Newton's method </h2>
 
 
 <!-- code=python (!bc pycod) typeset with pygments style "perldoc" -->

doc/pub/week39/html/week39.html

@@ -352,10 +352,10 @@ div.toc p,a {
                2,
                None,
                'same-code-but-now-with-momentum-gradient-descent'),
-              ("But noen of these can compete with Newton's method",
+              ("But none of these can compete with Newton's method",
                2,
                None,
-               'but-noen-of-these-can-compete-with-newton-s-method'),
+               'but-none-of-these-can-compete-with-newton-s-method'),
               ('Including Stochastic Gradient Descent with Autograd',
                2,
                None,
@@ -3309,7 +3309,7 @@ delta_momentum <span style="color: #666666">=</span> <span style="color: #666666
 
 
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
-<h2 id="but-noen-of-these-can-compete-with-newton-s-method">But noen of these can compete with Newton's method </h2>
+<h2 id="but-none-of-these-can-compete-with-newton-s-method">But none of these can compete with Newton's method </h2>
 
 
 <!-- code=python (!bc pycod) typeset with pygments style "default" -->

doc/src/week39/week39.do.txt

@@ -2272,7 +2272,7 @@ print(theta)
 !ec
 
 !split
-===== But noen of these can compete with Newton's method =====
+===== But none of these can compete with Newton's method =====
 
 !bc pycod
 # Using Newton's method