diff --git a/archives.html b/archives.html
index 71b8c93..abf206a 100644
--- a/archives.html
+++ b/archives.html
@@ -6,18 +6,19 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content="">
         <meta name="keywords" content="">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title> - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +40,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -68,22 +69,22 @@
         <!-- Content -->
     <div class="archive-container">
         <div class="container content archive">
-            <h2><a href="/archives.html"></a></h2>
+            <h2><a href="https://bspeice.github.io/archives.html"></a></h2>
             <dl class="dl-horizontal">
             	<dt>Fri 26 February 2016</dt>
-            	<dd><a href="/profitability-using-the-investment-formula.html">Profitability using the Investment Formula</a></dd>
+            	<dd><a href="https://bspeice.github.io/profitability-using-the-investment-formula.html">Profitability using the Investment Formula</a></dd>
             	<dt>Wed 03 February 2016</dt>
-            	<dd><a href="/guaranteed-money-maker.html">Guaranteed Money Maker</a></dd>
+            	<dd><a href="https://bspeice.github.io/guaranteed-money-maker.html">Guaranteed Money Maker</a></dd>
             	<dt>Sat 23 January 2016</dt>
-            	<dd><a href="/cloudy-in-seattle.html">Cloudy in Seattle</a></dd>
+            	<dd><a href="https://bspeice.github.io/cloudy-in-seattle.html">Cloudy in Seattle</a></dd>
             	<dt>Fri 01 January 2016</dt>
-            	<dd><a href="/complaining-about-the-weather.html">Complaining about the Weather</a></dd>
+            	<dd><a href="https://bspeice.github.io/complaining-about-the-weather.html">Complaining about the Weather</a></dd>
             	<dt>Sat 26 December 2015</dt>
-            	<dd><a href="/testing-cramer.html">Testing Cramer</a></dd>
+            	<dd><a href="https://bspeice.github.io/testing-cramer.html">Testing Cramer</a></dd>
             	<dt>Fri 27 November 2015</dt>
-            	<dd><a href="/autocallable-bonds.html">Autocallable Bonds</a></dd>
+            	<dd><a href="https://bspeice.github.io/autocallable-bonds.html">Autocallable Bonds</a></dd>
             	<dt>Thu 19 November 2015</dt>
-            	<dd><a href="/welcome-and-an-algorithm.html">Welcome, and an algorithm</a></dd>
+            	<dd><a href="https://bspeice.github.io/welcome-and-an-algorithm.html">Welcome, and an algorithm</a></dd>
             </dl>
         </div>
     </div>
@@ -96,6 +97,7 @@
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/author/bradlee-speice.html b/author/bradlee-speice.html
index bab1334..5e04e86 100644
--- a/author/bradlee-speice.html
+++ b/author/bradlee-speice.html
@@ -6,18 +6,19 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content=" Bradlee Speice">
         <meta name="keywords" content="">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title> Bradlee Speice - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +40,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -68,22 +69,22 @@
         <!-- Content -->
     <div class="archive-container">
         <div class="container content archive">
-            <h2><a href="/author/bradlee-speice.html"></a></h2>
+            <h2><a href="https://bspeice.github.io/author/bradlee-speice.html"></a></h2>
             <dl class="dl-horizontal">
             	<dt>Fri 26 February 2016</dt>
-            	<dd><a href="/profitability-using-the-investment-formula.html">Profitability using the Investment Formula</a></dd>
+            	<dd><a href="https://bspeice.github.io/profitability-using-the-investment-formula.html">Profitability using the Investment Formula</a></dd>
             	<dt>Wed 03 February 2016</dt>
-            	<dd><a href="/guaranteed-money-maker.html">Guaranteed Money Maker</a></dd>
+            	<dd><a href="https://bspeice.github.io/guaranteed-money-maker.html">Guaranteed Money Maker</a></dd>
             	<dt>Sat 23 January 2016</dt>
-            	<dd><a href="/cloudy-in-seattle.html">Cloudy in Seattle</a></dd>
+            	<dd><a href="https://bspeice.github.io/cloudy-in-seattle.html">Cloudy in Seattle</a></dd>
             	<dt>Fri 01 January 2016</dt>
-            	<dd><a href="/complaining-about-the-weather.html">Complaining about the Weather</a></dd>
+            	<dd><a href="https://bspeice.github.io/complaining-about-the-weather.html">Complaining about the Weather</a></dd>
             	<dt>Sat 26 December 2015</dt>
-            	<dd><a href="/testing-cramer.html">Testing Cramer</a></dd>
+            	<dd><a href="https://bspeice.github.io/testing-cramer.html">Testing Cramer</a></dd>
             	<dt>Fri 27 November 2015</dt>
-            	<dd><a href="/autocallable-bonds.html">Autocallable Bonds</a></dd>
+            	<dd><a href="https://bspeice.github.io/autocallable-bonds.html">Autocallable Bonds</a></dd>
             	<dt>Thu 19 November 2015</dt>
-            	<dd><a href="/welcome-and-an-algorithm.html">Welcome, and an algorithm</a></dd>
+            	<dd><a href="https://bspeice.github.io/welcome-and-an-algorithm.html">Welcome, and an algorithm</a></dd>
             </dl>
         </div>
     </div>
@@ -96,6 +97,7 @@
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/authors.html b/authors.html
index d9522a7..c434ac2 100644
--- a/authors.html
+++ b/authors.html
@@ -6,18 +6,19 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content="">
         <meta name="keywords" content="">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title> - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +40,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -68,22 +69,22 @@
         <!-- Content -->
     <div class="archive-container">
         <div class="container content archive">
-            <h2><a href="/author/bradlee-speice.html">Bradlee Speice</a></h2>
+            <h2><a href="https://bspeice.github.io/author/bradlee-speice.html">Bradlee Speice</a></h2>
             <dl class="dl-horizontal">
             	<dt>Fri 26 February 2016</dt>
-            	<dd><a href="/profitability-using-the-investment-formula.html">Profitability using the Investment Formula</a></dd>
+            	<dd><a href="https://bspeice.github.io/profitability-using-the-investment-formula.html">Profitability using the Investment Formula</a></dd>
             	<dt>Wed 03 February 2016</dt>
-            	<dd><a href="/guaranteed-money-maker.html">Guaranteed Money Maker</a></dd>
+            	<dd><a href="https://bspeice.github.io/guaranteed-money-maker.html">Guaranteed Money Maker</a></dd>
             	<dt>Sat 23 January 2016</dt>
-            	<dd><a href="/cloudy-in-seattle.html">Cloudy in Seattle</a></dd>
+            	<dd><a href="https://bspeice.github.io/cloudy-in-seattle.html">Cloudy in Seattle</a></dd>
             	<dt>Fri 01 January 2016</dt>
-            	<dd><a href="/complaining-about-the-weather.html">Complaining about the Weather</a></dd>
+            	<dd><a href="https://bspeice.github.io/complaining-about-the-weather.html">Complaining about the Weather</a></dd>
             	<dt>Sat 26 December 2015</dt>
-            	<dd><a href="/testing-cramer.html">Testing Cramer</a></dd>
+            	<dd><a href="https://bspeice.github.io/testing-cramer.html">Testing Cramer</a></dd>
             	<dt>Fri 27 November 2015</dt>
-            	<dd><a href="/autocallable-bonds.html">Autocallable Bonds</a></dd>
+            	<dd><a href="https://bspeice.github.io/autocallable-bonds.html">Autocallable Bonds</a></dd>
             	<dt>Thu 19 November 2015</dt>
-            	<dd><a href="/welcome-and-an-algorithm.html">Welcome, and an algorithm</a></dd>
+            	<dd><a href="https://bspeice.github.io/welcome-and-an-algorithm.html">Welcome, and an algorithm</a></dd>
             </dl>
         </div>
     </div>
@@ -96,6 +97,7 @@
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/autocallable-bonds.html b/autocallable-bonds.html
index 6ee8b2e..e1a9000 100644
--- a/autocallable-bonds.html
+++ b/autocallable-bonds.html
@@ -6,18 +6,20 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content="MathJax.Hub.Config({tex2jax: {inlineMath: [[&#39;$&#39;,&#39;$&#39;], [&#39;\(&#39;,&#39;\)&#39;]]}}); My only non-core class this semester has been in Structure Products. We&#39;ve been surveying a wide variety of products, and the ...">
         <meta name="keywords" content="finance, monte carlo, simulation">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title>Autocallable Bonds - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
+        <link href="https://bspeice.github.io/feeds/blog.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Categories Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +41,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -54,12 +56,12 @@
               <div class="col-lg-12">
                   <div class="header-content">
                       <h1 class="header-title">Autocallable Bonds</h1>
-                      <p class="header-date"> <a href="/author/bradlee-speice.html">Bradlee Speice</a>, Fri 27 November 2015,  <a href="/category/blog.html">Blog</a></p>
+                      <p class="header-date"> <a href="https://bspeice.github.io/author/bradlee-speice.html">Bradlee Speice</a>, Fri 27 November 2015,  <a href="https://bspeice.github.io/category/blog.html">Blog</a></p>
                       <div class="header-underline"></div>
                       <div class="clearfix"></div>
                       <p class="pull-right header-tags">
                           <span class="glyphicon glyphicon-tags mr5" aria-hidden="true"></span>
-<a href="/tag/finance.html">finance</a>, <a href="/tag/monte-carlo.html">monte carlo</a>, <a href="/tag/simulation.html">simulation</a>                      </p>
+<a href="https://bspeice.github.io/tag/finance.html">finance</a>, <a href="https://bspeice.github.io/tag/monte-carlo.html">monte carlo</a>, <a href="https://bspeice.github.io/tag/simulation.html">simulation</a>                      </p>
                   </div>
               </div>
         </div>
@@ -3867,6 +3869,7 @@ Present value of Phoenix with memory note: $100.09</pre>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/categories.html b/categories.html
index 8a58c33..7c90ca7 100644
--- a/categories.html
+++ b/categories.html
@@ -6,18 +6,19 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content="">
         <meta name="keywords" content="">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title> - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +40,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -68,22 +69,22 @@
         <!-- Content -->
     <div class="archive-container">
         <div class="container content archive">
-            <h2><a href="/category/blog.html">Blog</a></h2>
+            <h2><a href="https://bspeice.github.io/category/blog.html">Blog</a></h2>
             <dl class="dl-horizontal">
             	<dt>Fri 26 February 2016</dt>
-            	<dd><a href="/profitability-using-the-investment-formula.html">Profitability using the Investment Formula</a></dd>
+            	<dd><a href="https://bspeice.github.io/profitability-using-the-investment-formula.html">Profitability using the Investment Formula</a></dd>
             	<dt>Wed 03 February 2016</dt>
-            	<dd><a href="/guaranteed-money-maker.html">Guaranteed Money Maker</a></dd>
+            	<dd><a href="https://bspeice.github.io/guaranteed-money-maker.html">Guaranteed Money Maker</a></dd>
             	<dt>Sat 23 January 2016</dt>
-            	<dd><a href="/cloudy-in-seattle.html">Cloudy in Seattle</a></dd>
+            	<dd><a href="https://bspeice.github.io/cloudy-in-seattle.html">Cloudy in Seattle</a></dd>
             	<dt>Fri 01 January 2016</dt>
-            	<dd><a href="/complaining-about-the-weather.html">Complaining about the Weather</a></dd>
+            	<dd><a href="https://bspeice.github.io/complaining-about-the-weather.html">Complaining about the Weather</a></dd>
             	<dt>Sat 26 December 2015</dt>
-            	<dd><a href="/testing-cramer.html">Testing Cramer</a></dd>
+            	<dd><a href="https://bspeice.github.io/testing-cramer.html">Testing Cramer</a></dd>
             	<dt>Fri 27 November 2015</dt>
-            	<dd><a href="/autocallable-bonds.html">Autocallable Bonds</a></dd>
+            	<dd><a href="https://bspeice.github.io/autocallable-bonds.html">Autocallable Bonds</a></dd>
             	<dt>Thu 19 November 2015</dt>
-            	<dd><a href="/welcome-and-an-algorithm.html">Welcome, and an algorithm</a></dd>
+            	<dd><a href="https://bspeice.github.io/welcome-and-an-algorithm.html">Welcome, and an algorithm</a></dd>
             </dl>
         </div>
     </div>
@@ -96,6 +97,7 @@
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/category/blog.html b/category/blog.html
index b371b7d..8b00a72 100644
--- a/category/blog.html
+++ b/category/blog.html
@@ -6,18 +6,20 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content=" Blog">
         <meta name="keywords" content="">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title> Blog - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
+        <link href="https://bspeice.github.io/feeds/blog.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Categories Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +41,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -68,22 +70,22 @@
         <!-- Content -->
     <div class="archive-container">
         <div class="container content archive">
-            <h2><a href="/category/blog.html">Blog</a></h2>
+            <h2><a href="https://bspeice.github.io/category/blog.html">Blog</a></h2>
             <dl class="dl-horizontal">
             	<dt>Fri 26 February 2016</dt>
-            	<dd><a href="/profitability-using-the-investment-formula.html">Profitability using the Investment Formula</a></dd>
+            	<dd><a href="https://bspeice.github.io/profitability-using-the-investment-formula.html">Profitability using the Investment Formula</a></dd>
             	<dt>Wed 03 February 2016</dt>
-            	<dd><a href="/guaranteed-money-maker.html">Guaranteed Money Maker</a></dd>
+            	<dd><a href="https://bspeice.github.io/guaranteed-money-maker.html">Guaranteed Money Maker</a></dd>
             	<dt>Sat 23 January 2016</dt>
-            	<dd><a href="/cloudy-in-seattle.html">Cloudy in Seattle</a></dd>
+            	<dd><a href="https://bspeice.github.io/cloudy-in-seattle.html">Cloudy in Seattle</a></dd>
             	<dt>Fri 01 January 2016</dt>
-            	<dd><a href="/complaining-about-the-weather.html">Complaining about the Weather</a></dd>
+            	<dd><a href="https://bspeice.github.io/complaining-about-the-weather.html">Complaining about the Weather</a></dd>
             	<dt>Sat 26 December 2015</dt>
-            	<dd><a href="/testing-cramer.html">Testing Cramer</a></dd>
+            	<dd><a href="https://bspeice.github.io/testing-cramer.html">Testing Cramer</a></dd>
             	<dt>Fri 27 November 2015</dt>
-            	<dd><a href="/autocallable-bonds.html">Autocallable Bonds</a></dd>
+            	<dd><a href="https://bspeice.github.io/autocallable-bonds.html">Autocallable Bonds</a></dd>
             	<dt>Thu 19 November 2015</dt>
-            	<dd><a href="/welcome-and-an-algorithm.html">Welcome, and an algorithm</a></dd>
+            	<dd><a href="https://bspeice.github.io/welcome-and-an-algorithm.html">Welcome, and an algorithm</a></dd>
             </dl>
         </div>
     </div>
@@ -96,6 +98,7 @@
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/cloudy-in-seattle.html b/cloudy-in-seattle.html
index 4519652..8500a28 100644
--- a/cloudy-in-seattle.html
+++ b/cloudy-in-seattle.html
@@ -6,18 +6,20 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content="MathJax.Hub.Config({tex2jax: {inlineMath: [[&#39;$&#39;,&#39;$&#39;], [&#39;\(&#39;,&#39;\)&#39;]]}}); In [1]: import pickle import pandas as pd import numpy as np from bokeh.plotting import output_notebook, figure, show from ...">
         <meta name="keywords" content="data science, weather">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title>Cloudy in Seattle - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
+        <link href="https://bspeice.github.io/feeds/blog.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Categories Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +41,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -54,12 +56,12 @@
               <div class="col-lg-12">
                   <div class="header-content">
                       <h1 class="header-title">Cloudy in Seattle</h1>
-                      <p class="header-date"> <a href="/author/bradlee-speice.html">Bradlee Speice</a>, Sat 23 January 2016,  <a href="/category/blog.html">Blog</a></p>
+                      <p class="header-date"> <a href="https://bspeice.github.io/author/bradlee-speice.html">Bradlee Speice</a>, Sat 23 January 2016,  <a href="https://bspeice.github.io/category/blog.html">Blog</a></p>
                       <div class="header-underline"></div>
                       <div class="clearfix"></div>
                       <p class="pull-right header-tags">
                           <span class="glyphicon glyphicon-tags mr5" aria-hidden="true"></span>
-<a href="/tag/data-science.html">data science</a>, <a href="/tag/weather.html">weather</a>                      </p>
+<a href="https://bspeice.github.io/tag/data-science.html">data science</a>, <a href="https://bspeice.github.io/tag/weather.html">weather</a>                      </p>
                   </div>
               </div>
         </div>
@@ -824,6 +826,7 @@ MathJax.Hub.Config({tex2jax: {inlineMath: [['$','$'], ['\(','\)']]}});
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/complaining-about-the-weather.html b/complaining-about-the-weather.html
index c26c97d..89aa8a2 100644
--- a/complaining-about-the-weather.html
+++ b/complaining-about-the-weather.html
@@ -6,18 +6,20 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content="MathJax.Hub.Config({tex2jax: {inlineMath: [[&#39;$&#39;,&#39;$&#39;], [&#39;\(&#39;,&#39;\)&#39;]]}}); In [1]: from bokeh.plotting import figure, output_notebook, show from bokeh.palettes import PuBuGn9 as Palette import pandas ...">
         <meta name="keywords" content="weather">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title>Complaining about the Weather - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
+        <link href="https://bspeice.github.io/feeds/blog.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Categories Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +41,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -54,12 +56,12 @@
               <div class="col-lg-12">
                   <div class="header-content">
                       <h1 class="header-title">Complaining about the Weather</h1>
-                      <p class="header-date"> <a href="/author/bradlee-speice.html">Bradlee Speice</a>, Fri 01 January 2016,  <a href="/category/blog.html">Blog</a></p>
+                      <p class="header-date"> <a href="https://bspeice.github.io/author/bradlee-speice.html">Bradlee Speice</a>, Fri 01 January 2016,  <a href="https://bspeice.github.io/category/blog.html">Blog</a></p>
                       <div class="header-underline"></div>
                       <div class="clearfix"></div>
                       <p class="pull-right header-tags">
                           <span class="glyphicon glyphicon-tags mr5" aria-hidden="true"></span>
-<a href="/tag/weather.html">weather</a>                      </p>
+<a href="https://bspeice.github.io/tag/weather.html">weather</a>                      </p>
                   </div>
               </div>
         </div>
@@ -844,6 +846,7 @@ MathJax.Hub.Config({tex2jax: {inlineMath: [['$','$'], ['\(','\)']]}});
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/guaranteed-money-maker.html b/guaranteed-money-maker.html
index 3c07199..5c85427 100644
--- a/guaranteed-money-maker.html
+++ b/guaranteed-money-maker.html
@@ -6,18 +6,20 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content="MathJax.Hub.Config({tex2jax: {inlineMath: [[&#39;$&#39;,&#39;$&#39;], [&#39;\(&#39;,&#39;\)&#39;]]}}); If you can see into the future, that is.¶My previous class in Stochastic Calculus covered a lot of interesting topics, and ...">
         <meta name="keywords" content="martingale, strategy">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title>Guaranteed Money Maker - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
+        <link href="https://bspeice.github.io/feeds/blog.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Categories Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +41,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -54,12 +56,12 @@
               <div class="col-lg-12">
                   <div class="header-content">
                       <h1 class="header-title">Guaranteed Money Maker</h1>
-                      <p class="header-date"> <a href="/author/bradlee-speice.html">Bradlee Speice</a>, Wed 03 February 2016,  <a href="/category/blog.html">Blog</a></p>
+                      <p class="header-date"> <a href="https://bspeice.github.io/author/bradlee-speice.html">Bradlee Speice</a>, Wed 03 February 2016,  <a href="https://bspeice.github.io/category/blog.html">Blog</a></p>
                       <div class="header-underline"></div>
                       <div class="clearfix"></div>
                       <p class="pull-right header-tags">
                           <span class="glyphicon glyphicon-tags mr5" aria-hidden="true"></span>
-<a href="/tag/martingale.html">martingale</a>, <a href="/tag/strategy.html">strategy</a>                      </p>
+<a href="https://bspeice.github.io/tag/martingale.html">martingale</a>, <a href="https://bspeice.github.io/tag/strategy.html">strategy</a>                      </p>
                   </div>
               </div>
         </div>
@@ -351,6 +353,7 @@ Profit: 0.08304813163696423
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/index.html b/index.html
index 2a924b1..44dd4b7 100644
--- a/index.html
+++ b/index.html
@@ -6,18 +6,19 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content="Bradlee Speice, ">
         <meta name="keywords" content="">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title> - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +40,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -69,22 +70,22 @@
     
     <div class="archive-container">
         <div class="container content archive">
-            <h2><a href="/index.html"> </a></h2>
+            <h2><a href="https://bspeice.github.io/index.html"> </a></h2>
             <dl class="dl-horizontal">
                 <dt>Fri 26 February 2016</dt>
-                <dd><a href="/profitability-using-the-investment-formula.html">Profitability using the Investment Formula</a></dd>
+                <dd><a href="https://bspeice.github.io/profitability-using-the-investment-formula.html">Profitability using the Investment Formula</a></dd>
                 <dt>Wed 03 February 2016</dt>
-                <dd><a href="/guaranteed-money-maker.html">Guaranteed Money Maker</a></dd>
+                <dd><a href="https://bspeice.github.io/guaranteed-money-maker.html">Guaranteed Money Maker</a></dd>
                 <dt>Sat 23 January 2016</dt>
-                <dd><a href="/cloudy-in-seattle.html">Cloudy in Seattle</a></dd>
+                <dd><a href="https://bspeice.github.io/cloudy-in-seattle.html">Cloudy in Seattle</a></dd>
                 <dt>Fri 01 January 2016</dt>
-                <dd><a href="/complaining-about-the-weather.html">Complaining about the Weather</a></dd>
+                <dd><a href="https://bspeice.github.io/complaining-about-the-weather.html">Complaining about the Weather</a></dd>
                 <dt>Sat 26 December 2015</dt>
-                <dd><a href="/testing-cramer.html">Testing Cramer</a></dd>
+                <dd><a href="https://bspeice.github.io/testing-cramer.html">Testing Cramer</a></dd>
                 <dt>Fri 27 November 2015</dt>
-                <dd><a href="/autocallable-bonds.html">Autocallable Bonds</a></dd>
+                <dd><a href="https://bspeice.github.io/autocallable-bonds.html">Autocallable Bonds</a></dd>
                 <dt>Thu 19 November 2015</dt>
-                <dd><a href="/welcome-and-an-algorithm.html">Welcome, and an algorithm</a></dd>
+                <dd><a href="https://bspeice.github.io/welcome-and-an-algorithm.html">Welcome, and an algorithm</a></dd>
             </dl>
         </div>
     </div>
@@ -97,6 +98,7 @@
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/profitability-using-the-investment-formula.html b/profitability-using-the-investment-formula.html
index 69c0a17..cfc2589 100644
--- a/profitability-using-the-investment-formula.html
+++ b/profitability-using-the-investment-formula.html
@@ -6,18 +6,20 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content="MathJax.Hub.Config({tex2jax: {inlineMath: [[&#39;$&#39;,&#39;$&#39;], [&#39;\\(&#39;,&#39;\\)&#39;]]}}); Profitability using the Investment Formula¶I&#39;ve previously talked about crafting an Investment Formula that would guarantee ...">
         <meta name="keywords" content="algorithmic-trading, python">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title>Profitability using the Investment Formula - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
+        <link href="https://bspeice.github.io/feeds/blog.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Categories Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +41,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -54,12 +56,12 @@
               <div class="col-lg-12">
                   <div class="header-content">
                       <h1 class="header-title">Profitability using the Investment Formula</h1>
-                      <p class="header-date"> <a href="/author/bradlee-speice.html">Bradlee Speice</a>, Fri 26 February 2016,  <a href="/category/blog.html">Blog</a></p>
+                      <p class="header-date"> <a href="https://bspeice.github.io/author/bradlee-speice.html">Bradlee Speice</a>, Fri 26 February 2016,  <a href="https://bspeice.github.io/category/blog.html">Blog</a></p>
                       <div class="header-underline"></div>
                       <div class="clearfix"></div>
                       <p class="pull-right header-tags">
                           <span class="glyphicon glyphicon-tags mr5" aria-hidden="true"></span>
-<a href="/tag/algorithmic-trading.html">algorithmic-trading</a>, <a href="/tag/python.html">python</a>                      </p>
+<a href="https://bspeice.github.io/tag/algorithmic-trading.html">algorithmic-trading</a>, <a href="https://bspeice.github.io/tag/python.html">python</a>                      </p>
                   </div>
               </div>
         </div>
@@ -6961,6 +6963,7 @@ JBKJRCJrRTQiRCKRSCQSiUQikUgkElkr/h9yZ17EmpnoFwAAAABJRU5ErkJggg==
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/tag/algorithmic-trading.html b/tag/algorithmic-trading.html
index 35718a5..c60e427 100644
--- a/tag/algorithmic-trading.html
+++ b/tag/algorithmic-trading.html
@@ -6,18 +6,19 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content=" algorithmic-trading">
         <meta name="keywords" content="">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title> algorithmic-trading - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +40,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -68,10 +69,10 @@
         <!-- Content -->
     <div class="archive-container">
         <div class="container content archive">
-            <h2><a href="/tag/algorithmic-trading.html">algorithmic-trading</a></h2>
+            <h2><a href="https://bspeice.github.io/tag/algorithmic-trading.html">algorithmic-trading</a></h2>
             <dl class="dl-horizontal">
             	<dt>Fri 26 February 2016</dt>
-            	<dd><a href="/profitability-using-the-investment-formula.html">Profitability using the Investment Formula</a></dd>
+            	<dd><a href="https://bspeice.github.io/profitability-using-the-investment-formula.html">Profitability using the Investment Formula</a></dd>
             </dl>
         </div>
     </div>
@@ -84,6 +85,7 @@
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/tag/data-science.html b/tag/data-science.html
index f299b6d..6ea90ad 100644
--- a/tag/data-science.html
+++ b/tag/data-science.html
@@ -6,18 +6,19 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content=" data science">
         <meta name="keywords" content="">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title> data science - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +40,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -68,12 +69,12 @@
         <!-- Content -->
     <div class="archive-container">
         <div class="container content archive">
-            <h2><a href="/tag/data-science.html">data science</a></h2>
+            <h2><a href="https://bspeice.github.io/tag/data-science.html">data science</a></h2>
             <dl class="dl-horizontal">
             	<dt>Sat 23 January 2016</dt>
-            	<dd><a href="/cloudy-in-seattle.html">Cloudy in Seattle</a></dd>
+            	<dd><a href="https://bspeice.github.io/cloudy-in-seattle.html">Cloudy in Seattle</a></dd>
             	<dt>Sat 26 December 2015</dt>
-            	<dd><a href="/testing-cramer.html">Testing Cramer</a></dd>
+            	<dd><a href="https://bspeice.github.io/testing-cramer.html">Testing Cramer</a></dd>
             </dl>
         </div>
     </div>
@@ -86,6 +87,7 @@
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/tag/finance.html b/tag/finance.html
index 43c0b40..41c64f5 100644
--- a/tag/finance.html
+++ b/tag/finance.html
@@ -6,18 +6,19 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content=" finance">
         <meta name="keywords" content="">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title> finance - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +40,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -68,10 +69,10 @@
         <!-- Content -->
     <div class="archive-container">
         <div class="container content archive">
-            <h2><a href="/tag/finance.html">finance</a></h2>
+            <h2><a href="https://bspeice.github.io/tag/finance.html">finance</a></h2>
             <dl class="dl-horizontal">
             	<dt>Fri 27 November 2015</dt>
-            	<dd><a href="/autocallable-bonds.html">Autocallable Bonds</a></dd>
+            	<dd><a href="https://bspeice.github.io/autocallable-bonds.html">Autocallable Bonds</a></dd>
             </dl>
         </div>
     </div>
@@ -84,6 +85,7 @@
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/tag/futures.html b/tag/futures.html
index 8b297e5..1afc3d9 100644
--- a/tag/futures.html
+++ b/tag/futures.html
@@ -6,18 +6,19 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content=" futures">
         <meta name="keywords" content="">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title> futures - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +40,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -68,10 +69,10 @@
         <!-- Content -->
     <div class="archive-container">
         <div class="container content archive">
-            <h2><a href="/tag/futures.html">futures</a></h2>
+            <h2><a href="https://bspeice.github.io/tag/futures.html">futures</a></h2>
             <dl class="dl-horizontal">
             	<dt>Sat 26 December 2015</dt>
-            	<dd><a href="/testing-cramer.html">Testing Cramer</a></dd>
+            	<dd><a href="https://bspeice.github.io/testing-cramer.html">Testing Cramer</a></dd>
             </dl>
         </div>
     </div>
@@ -84,6 +85,7 @@
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/tag/introduction.html b/tag/introduction.html
index 14e1bd7..8f4fb82 100644
--- a/tag/introduction.html
+++ b/tag/introduction.html
@@ -6,18 +6,19 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content=" introduction">
         <meta name="keywords" content="">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title> introduction - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +40,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -68,10 +69,10 @@
         <!-- Content -->
     <div class="archive-container">
         <div class="container content archive">
-            <h2><a href="/tag/introduction.html">introduction</a></h2>
+            <h2><a href="https://bspeice.github.io/tag/introduction.html">introduction</a></h2>
             <dl class="dl-horizontal">
             	<dt>Thu 19 November 2015</dt>
-            	<dd><a href="/welcome-and-an-algorithm.html">Welcome, and an algorithm</a></dd>
+            	<dd><a href="https://bspeice.github.io/welcome-and-an-algorithm.html">Welcome, and an algorithm</a></dd>
             </dl>
         </div>
     </div>
@@ -84,6 +85,7 @@
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/tag/martingale.html b/tag/martingale.html
index 3374ae0..39aed97 100644
--- a/tag/martingale.html
+++ b/tag/martingale.html
@@ -6,18 +6,19 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content=" martingale">
         <meta name="keywords" content="">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title> martingale - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +40,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -68,10 +69,10 @@
         <!-- Content -->
     <div class="archive-container">
         <div class="container content archive">
-            <h2><a href="/tag/martingale.html">martingale</a></h2>
+            <h2><a href="https://bspeice.github.io/tag/martingale.html">martingale</a></h2>
             <dl class="dl-horizontal">
             	<dt>Wed 03 February 2016</dt>
-            	<dd><a href="/guaranteed-money-maker.html">Guaranteed Money Maker</a></dd>
+            	<dd><a href="https://bspeice.github.io/guaranteed-money-maker.html">Guaranteed Money Maker</a></dd>
             </dl>
         </div>
     </div>
@@ -84,6 +85,7 @@
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/tag/monte-carlo.html b/tag/monte-carlo.html
index ead1d1f..83184ce 100644
--- a/tag/monte-carlo.html
+++ b/tag/monte-carlo.html
@@ -6,18 +6,19 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content=" monte carlo">
         <meta name="keywords" content="">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title> monte carlo - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +40,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -68,10 +69,10 @@
         <!-- Content -->
     <div class="archive-container">
         <div class="container content archive">
-            <h2><a href="/tag/monte-carlo.html">monte carlo</a></h2>
+            <h2><a href="https://bspeice.github.io/tag/monte-carlo.html">monte carlo</a></h2>
             <dl class="dl-horizontal">
             	<dt>Fri 27 November 2015</dt>
-            	<dd><a href="/autocallable-bonds.html">Autocallable Bonds</a></dd>
+            	<dd><a href="https://bspeice.github.io/autocallable-bonds.html">Autocallable Bonds</a></dd>
             </dl>
         </div>
     </div>
@@ -84,6 +85,7 @@
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/tag/python.html b/tag/python.html
index ea2dab5..8793669 100644
--- a/tag/python.html
+++ b/tag/python.html
@@ -6,18 +6,19 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content=" python">
         <meta name="keywords" content="">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title> python - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +40,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -68,10 +69,10 @@
         <!-- Content -->
     <div class="archive-container">
         <div class="container content archive">
-            <h2><a href="/tag/python.html">python</a></h2>
+            <h2><a href="https://bspeice.github.io/tag/python.html">python</a></h2>
             <dl class="dl-horizontal">
             	<dt>Fri 26 February 2016</dt>
-            	<dd><a href="/profitability-using-the-investment-formula.html">Profitability using the Investment Formula</a></dd>
+            	<dd><a href="https://bspeice.github.io/profitability-using-the-investment-formula.html">Profitability using the Investment Formula</a></dd>
             </dl>
         </div>
     </div>
@@ -84,6 +85,7 @@
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/tag/simulation.html b/tag/simulation.html
index 81468e6..0da4691 100644
--- a/tag/simulation.html
+++ b/tag/simulation.html
@@ -6,18 +6,19 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content=" simulation">
         <meta name="keywords" content="">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title> simulation - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +40,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -68,10 +69,10 @@
         <!-- Content -->
     <div class="archive-container">
         <div class="container content archive">
-            <h2><a href="/tag/simulation.html">simulation</a></h2>
+            <h2><a href="https://bspeice.github.io/tag/simulation.html">simulation</a></h2>
             <dl class="dl-horizontal">
             	<dt>Fri 27 November 2015</dt>
-            	<dd><a href="/autocallable-bonds.html">Autocallable Bonds</a></dd>
+            	<dd><a href="https://bspeice.github.io/autocallable-bonds.html">Autocallable Bonds</a></dd>
             </dl>
         </div>
     </div>
@@ -84,6 +85,7 @@
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/tag/strategy.html b/tag/strategy.html
index 474ad94..d40dd72 100644
--- a/tag/strategy.html
+++ b/tag/strategy.html
@@ -6,18 +6,19 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content=" strategy">
         <meta name="keywords" content="">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title> strategy - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +40,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -68,10 +69,10 @@
         <!-- Content -->
     <div class="archive-container">
         <div class="container content archive">
-            <h2><a href="/tag/strategy.html">strategy</a></h2>
+            <h2><a href="https://bspeice.github.io/tag/strategy.html">strategy</a></h2>
             <dl class="dl-horizontal">
             	<dt>Wed 03 February 2016</dt>
-            	<dd><a href="/guaranteed-money-maker.html">Guaranteed Money Maker</a></dd>
+            	<dd><a href="https://bspeice.github.io/guaranteed-money-maker.html">Guaranteed Money Maker</a></dd>
             </dl>
         </div>
     </div>
@@ -84,6 +85,7 @@
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/tag/trading.html b/tag/trading.html
index 98d8b31..7d7bb4e 100644
--- a/tag/trading.html
+++ b/tag/trading.html
@@ -6,18 +6,19 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content=" trading">
         <meta name="keywords" content="">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title> trading - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +40,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -68,10 +69,10 @@
         <!-- Content -->
     <div class="archive-container">
         <div class="container content archive">
-            <h2><a href="/tag/trading.html">trading</a></h2>
+            <h2><a href="https://bspeice.github.io/tag/trading.html">trading</a></h2>
             <dl class="dl-horizontal">
             	<dt>Thu 19 November 2015</dt>
-            	<dd><a href="/welcome-and-an-algorithm.html">Welcome, and an algorithm</a></dd>
+            	<dd><a href="https://bspeice.github.io/welcome-and-an-algorithm.html">Welcome, and an algorithm</a></dd>
             </dl>
         </div>
     </div>
@@ -84,6 +85,7 @@
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/tag/weather.html b/tag/weather.html
index 08a5667..27be718 100644
--- a/tag/weather.html
+++ b/tag/weather.html
@@ -6,18 +6,19 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content=" weather">
         <meta name="keywords" content="">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title> weather - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +40,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -68,12 +69,12 @@
         <!-- Content -->
     <div class="archive-container">
         <div class="container content archive">
-            <h2><a href="/tag/weather.html">weather</a></h2>
+            <h2><a href="https://bspeice.github.io/tag/weather.html">weather</a></h2>
             <dl class="dl-horizontal">
             	<dt>Sat 23 January 2016</dt>
-            	<dd><a href="/cloudy-in-seattle.html">Cloudy in Seattle</a></dd>
+            	<dd><a href="https://bspeice.github.io/cloudy-in-seattle.html">Cloudy in Seattle</a></dd>
             	<dt>Fri 01 January 2016</dt>
-            	<dd><a href="/complaining-about-the-weather.html">Complaining about the Weather</a></dd>
+            	<dd><a href="https://bspeice.github.io/complaining-about-the-weather.html">Complaining about the Weather</a></dd>
             </dl>
         </div>
     </div>
@@ -86,6 +87,7 @@
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/tags.html b/tags.html
index 2ce9924..5438543 100644
--- a/tags.html
+++ b/tags.html
@@ -6,18 +6,19 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content="">
         <meta name="keywords" content="">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title> - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +40,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -68,32 +69,32 @@
         <!-- Content -->
     <div class="archive-container">
         <div class="container content archive">
-            <h2><a href="/tags.html"></a></h2>
+            <h2><a href="https://bspeice.github.io/tags.html"></a></h2>
             <dl class="dl-horizontal">
             	<dt><span class="label label-default">1</span> article </dt>
-            	<dd><a href="/tag/algorithmic-trading.html">algorithmic-trading</a></dd>
+            	<dd><a href="https://bspeice.github.io/tag/algorithmic-trading.html">algorithmic-trading</a></dd>
             	<dt><span class="label label-default">2</span> articles </dt>
-            	<dd><a href="/tag/data-science.html">data science</a></dd>
+            	<dd><a href="https://bspeice.github.io/tag/data-science.html">data science</a></dd>
             	<dt><span class="label label-default">1</span> article </dt>
-            	<dd><a href="/tag/finance.html">finance</a></dd>
+            	<dd><a href="https://bspeice.github.io/tag/finance.html">finance</a></dd>
             	<dt><span class="label label-default">1</span> article </dt>
-            	<dd><a href="/tag/futures.html">futures</a></dd>
+            	<dd><a href="https://bspeice.github.io/tag/futures.html">futures</a></dd>
             	<dt><span class="label label-default">1</span> article </dt>
-            	<dd><a href="/tag/introduction.html">introduction</a></dd>
+            	<dd><a href="https://bspeice.github.io/tag/introduction.html">introduction</a></dd>
             	<dt><span class="label label-default">1</span> article </dt>
-            	<dd><a href="/tag/martingale.html">martingale</a></dd>
+            	<dd><a href="https://bspeice.github.io/tag/martingale.html">martingale</a></dd>
             	<dt><span class="label label-default">1</span> article </dt>
-            	<dd><a href="/tag/monte-carlo.html">monte carlo</a></dd>
+            	<dd><a href="https://bspeice.github.io/tag/monte-carlo.html">monte carlo</a></dd>
             	<dt><span class="label label-default">1</span> article </dt>
-            	<dd><a href="/tag/python.html">python</a></dd>
+            	<dd><a href="https://bspeice.github.io/tag/python.html">python</a></dd>
             	<dt><span class="label label-default">1</span> article </dt>
-            	<dd><a href="/tag/simulation.html">simulation</a></dd>
+            	<dd><a href="https://bspeice.github.io/tag/simulation.html">simulation</a></dd>
             	<dt><span class="label label-default">1</span> article </dt>
-            	<dd><a href="/tag/strategy.html">strategy</a></dd>
+            	<dd><a href="https://bspeice.github.io/tag/strategy.html">strategy</a></dd>
             	<dt><span class="label label-default">1</span> article </dt>
-            	<dd><a href="/tag/trading.html">trading</a></dd>
+            	<dd><a href="https://bspeice.github.io/tag/trading.html">trading</a></dd>
             	<dt><span class="label label-default">2</span> articles </dt>
-            	<dd><a href="/tag/weather.html">weather</a></dd>
+            	<dd><a href="https://bspeice.github.io/tag/weather.html">weather</a></dd>
             </dl>
         </div>
     </div>
@@ -106,6 +107,7 @@
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/testing-cramer.html b/testing-cramer.html
index 2e37513..f6bf208 100644
--- a/testing-cramer.html
+++ b/testing-cramer.html
@@ -6,18 +6,20 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content="MathJax.Hub.Config({tex2jax: {inlineMath: [[&#39;$&#39;,&#39;$&#39;], [&#39;\(&#39;,&#39;\)&#39;]]}}); In [1]: import requests import pandas as pd import numpy as np from dateutil import parser as dtparser from ...">
         <meta name="keywords" content="data science, futures">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title>Testing Cramer - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
+        <link href="https://bspeice.github.io/feeds/blog.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Categories Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +41,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -54,12 +56,12 @@
               <div class="col-lg-12">
                   <div class="header-content">
                       <h1 class="header-title">Testing Cramer</h1>
-                      <p class="header-date"> <a href="/author/bradlee-speice.html">Bradlee Speice</a>, Sat 26 December 2015,  <a href="/category/blog.html">Blog</a></p>
+                      <p class="header-date"> <a href="https://bspeice.github.io/author/bradlee-speice.html">Bradlee Speice</a>, Sat 26 December 2015,  <a href="https://bspeice.github.io/category/blog.html">Blog</a></p>
                       <div class="header-underline"></div>
                       <div class="clearfix"></div>
                       <p class="pull-right header-tags">
                           <span class="glyphicon glyphicon-tags mr5" aria-hidden="true"></span>
-<a href="/tag/data-science.html">data science</a>, <a href="/tag/futures.html">futures</a>                      </p>
+<a href="https://bspeice.github.io/tag/data-science.html">data science</a>, <a href="https://bspeice.github.io/tag/futures.html">futures</a>                      </p>
                   </div>
               </div>
         </div>
@@ -511,6 +513,7 @@ S&amp;P     0.585821  0.608209  0.535055  0.535055
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
diff --git a/welcome-and-an-algorithm.html b/welcome-and-an-algorithm.html
index cde6167..1f83718 100644
--- a/welcome-and-an-algorithm.html
+++ b/welcome-and-an-algorithm.html
@@ -6,18 +6,20 @@
         <meta name="viewport" content="width=device-width, initial-scale=1">
         <meta name="description" content="MathJax.Hub.Config({tex2jax: {inlineMath: [[&#39;$&#39;,&#39;$&#39;], [&#39;\(&#39;,&#39;\)&#39;]]}}); Hello! Glad to meet you. I&#39;m currently a student at Columbia University studying Financial Engineering, and want to give an ...">
         <meta name="keywords" content="introduction, trading">
-        <link rel="icon" href="/favicon.ico">
+        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
 
         <title>Welcome, and an algorithm - Bradlee Speice</title>
 
         <!-- Stylesheets -->
-        <link href="/theme/css/bootstrap.min.css" rel="stylesheet">
-        <link href="/theme/css/fonts.css" rel="stylesheet">
-        <link href="/theme/css/nest.css" rel="stylesheet">
-        <link href="/theme/css/pygment.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/fonts.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/nest.css" rel="stylesheet">
+        <link href="https://bspeice.github.io/theme/css/pygment.css" rel="stylesheet">
         <!-- /Stylesheets -->
 
         <!-- RSS Feeds -->
+        <link href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Full Atom Feed" />
+        <link href="https://bspeice.github.io/feeds/blog.atom.xml" type="application/atom+xml" rel="alternate" title="Bradlee Speice Categories Atom Feed" />
         <!-- /RSS Feeds -->
 
         <!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
@@ -39,7 +41,7 @@
             <div class="container">
                 <div class="header-nav">
                     <div class="header-logo">
-                        <a class="pull-left" href="/"><img class="mr20" src="images/logo.svg" alt="logo">Bradlee Speice</a>
+                        <a class="pull-left" href="https://bspeice.github.io/"><img class="mr20" src="https://bspeice.github.ioimages/logo.svg" alt="logo">Bradlee Speice</a>
                     </div>
                     <div class="nav pull-right">
                     </div>
@@ -54,12 +56,12 @@
               <div class="col-lg-12">
                   <div class="header-content">
                       <h1 class="header-title">Welcome, and an algorithm</h1>
-                      <p class="header-date"> <a href="/author/bradlee-speice.html">Bradlee Speice</a>, Thu 19 November 2015,  Sat 05 December 2015,  <a href="/category/blog.html">Blog</a></p>
+                      <p class="header-date"> <a href="https://bspeice.github.io/author/bradlee-speice.html">Bradlee Speice</a>, Thu 19 November 2015,  Sat 05 December 2015,  <a href="https://bspeice.github.io/category/blog.html">Blog</a></p>
                       <div class="header-underline"></div>
                       <div class="clearfix"></div>
                       <p class="pull-right header-tags">
                           <span class="glyphicon glyphicon-tags mr5" aria-hidden="true"></span>
-<a href="/tag/introduction.html">introduction</a>, <a href="/tag/trading.html">trading</a>                      </p>
+<a href="https://bspeice.github.io/tag/introduction.html">introduction</a>, <a href="https://bspeice.github.io/tag/trading.html">trading</a>                      </p>
                   </div>
               </div>
         </div>
@@ -456,6 +458,7 @@ s.t.\ \ & \vec{1} \omega = 1\\
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">
                         <div class="footer-title"></div>
                         <ul class="list-unstyled">
+                            <li><a href="https://bspeice.github.io/feeds/all.atom.xml" type="application/atom+xml" rel="alternate"></a></li>
                         </ul>
                     </div>
                     <div class="col-xs-4 col-sm-3 col-md-3 col-lg-3">