diff --git a/docs/index.html b/docs/index.html
index 017cc76e..f8a7bfbb 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -205,13 +205,13 @@ <h4 class="mb-4">Trace Graph</h4>
                     <!-- Tab Nav -->
                     <ul class="nav nav-pills square nav-fill flex-column vertical-tab" id="tab12" role="tablist">
                         <li class="nav-item">
-                            <a class="nav-link active" id="home-tab-3" data-toggle="tab" href="#tab-14" role="tab" aria-controls="tab-14" aria-selected="true"><span class="d-block"><i class="fab fa-python mr-2"></i>End-to-End Optimization</span></a>
+                            <a class="nav-link active" id="home-tab-3" data-toggle="tab" href="#tab-14" role="tab" aria-controls="tab-14" aria-selected="true"><span class="d-block"><i class="fas fa-cogs mr-2"></i>End-to-End Optimization</span></a>
                         </li>
                         <li class="nav-item">
-                            <a class="nav-link" id="profile-tab-3" data-toggle="tab" href="#tab-15" role="tab" aria-controls="tab-15" aria-selected="false"><span class="d-block"><i class="fas fa-project-diagram mr-2"></i>Native Python Support</span></a>
+                            <a class="nav-link" id="profile-tab-3" data-toggle="tab" href="#tab-15" role="tab" aria-controls="tab-15" aria-selected="false"><span class="d-block"><i class="fab fa-python mr-2"></i>Native Python Support</span></a>
                         </li>
                         <li class="nav-item">
-                            <a class="nav-link" id="contact-tab-3" data-toggle="tab" href="#tab-16" role="tab" aria-controls="tab-16" aria-selected="false"><span class="d-block"><i class="fas fa-cogs mr-2"></i>Trace Graph</span></a>
+                            <a class="nav-link" id="contact-tab-3" data-toggle="tab" href="#tab-16" role="tab" aria-controls="tab-16" aria-selected="false"><span class="d-block"><i class="fas fa-project-diagram mr-2"></i>Trace Graph</span></a>
                         </li>
                     </ul>
                     <!-- End of Tab Nav -->