CLN Address comments

Author: thomasjpfan

doc/conf.py

@@ -309,8 +309,6 @@ def make_carousel_thumbs(app, exception):
 
 def setup(app):
     # to hide/show the prompt in code examples:
-    # app.add_javascript('js/copybutton.js')
-    # app.add_javascript('js/extra.js')
     app.connect('build-finished', make_carousel_thumbs)
 
 

doc/templates/documentation.html

@@ -1,5 +1,5 @@
 {% extends "layout.html" %}
-{% set title = 'Documentation scikit-learn: machine learning in Python' %}
+{% set title = 'Documentation of scikit-learn: machine learning in Python' %}
 {%- block extrahead %}
 <script>
     VERSION_SUBDIR = (function(groups) {
@@ -15,7 +15,7 @@ <h1 class="sk-documentation-index-header">Documentation of scikit-learn {{ versi
       <div class="card h-100 sk-documentation-index-card mx-md-2">
         <a href="{{ pathto('tutorial/basic/tutorial') }}" class="stretched-link sk-documentation-index-anchor"></a><h4 class="card-header">Quick Start</h4>
         <div class="card-body p-3">
-          <p class="card-text">A very short introduction into machine learning problems and how to solve them using scikit-learn. Presents basic concepts and conventions.</p>
+          <p class="card-text">A very short introduction to machine learning problems and how to solve them using scikit-learn. Presents basic concepts and conventions.</p>
         </div>
       </div>
     </div>
@@ -62,7 +62,7 @@ <h4 class="card-header">Other Versions</h4>
       <div class="card h-100 sk-documentation-index-card mx-md-2">
         <a href="{{ pathto('modules/classes') }}" class="stretched-link sk-documentation-index-anchor"></a><h4 class="card-header">API</h4>
         <div class="card-body p-3">
-          <p class="card-text">The exact API of all functions and classes, as given by the docstrings. The API documents expected types and allowed features for all functions, and all parameters available for the algorithms.</p>
+          <p class="card-text">The exact API of all functions and classes, as given by the docstrings. The API describes expected types and allowed features for all functions, and all parameters available for the algorithms.</p>
         </div>
       </div>
     </div>

doc/templates/index.html

@@ -29,7 +29,7 @@ <h4 class="sk-landing-subheader text-white font-italic mb-3">Machine Learning in
       <div class="card h-100">
         <div class="card-body">
           <a href="supervised_learning.html#supervised-learning"><h4 class="sk-card-title card-title">Classification</h4></a>
-          <p class="card-text">Identifying to which category an object belongs to.</p>
+          <p class="card-text">Identifying which category an object belongs to.</p>
           <p class="card-text"><strong>Applications:</strong> Spam detection, image recognition.</br>
           <strong>Algorithms:</strong>
           <a href="modules/svm.html#svm-classification">SVM</a>,
@@ -39,7 +39,7 @@ <h4 class="sk-landing-subheader text-white font-italic mb-3">Machine Learning in
         </div>
         <div class="overflow-hidden mx-2 text-center flex-fill">
           <a href="auto_examples/classification/plot_classifier_comparison.html"  aria-label="Classification">
-          <img src="_images/sphx_glr_plot_classifier_comparison_001_carousel.png" class="sk-index-img" style="width: unset;" alt="Classifier comparison">
+          <img src="_images/sphx_glr_plot_classifier_comparison_001_carousel.png" class="sk-index-img" style="width:initial;max-width:initial" alt="Classifier comparison">
           </a>
         </div>
           <a href="auto_examples/index.html#classification" class="sk-btn-primary btn text-white btn-block" role="button">Examples</a>

doc/themes/scikit-learn-modern/javascript.html

@@ -72,7 +72,7 @@
 	});
 
 {%- if pagename != 'index' and pagename != 'documentation' %}
-  /*** Had navbar when scrolling down ***/
+  /*** Hide navbar when scrolling down ***/
   // Returns true when headerlink target matches hash in url
   (function() {
     hashTargetOnTop = function() {

doc/themes/scikit-learn-modern/static/css/theme.css

@@ -73,6 +73,10 @@ a code {
   padding: 0;
 }
 
+img {
+   max-width: 100%;
+}
+
 div.highlight {
   padding: 0.2rem 0.5rem;
   border: 1px solid #ddd;

doc/themes/scikit-learn-modern/theme.conf

@@ -4,5 +4,5 @@ pygments_style = default
 stylesheet = css/theme.css
 
 [options]
-google_analytics = false
+google_analytics = true
 mathjax_path =