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QMCSoftware · Dec 24, 2019 · eb37df9 · eb37df9
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diff --git a/.gitignore b/.gitignore
@@ -19,6 +19,8 @@ docs/Gemfile.lock
 # Sphinx
 python_prototype/sphinx/_build/
 python_prototype/sphinx/_static/
+python_prototype/sphinx/rst_from_demos/
+python_prototype/sphinx/rts_from_readme/
 
 # Jupyter Notebooks
 *checkpoint.ipynb

diff --git a/docs/_images/MC_vs_QMC_5_0.png b/docs/_images/MC_vs_QMC_5_0.png
diff --git a/docs/_images/MC_vs_QMC_9_0.png b/docs/_images/MC_vs_QMC_9_0.png
diff --git a/docs/_images/nei_demo_13_0.png b/docs/_images/nei_demo_13_0.png
diff --git a/docs/_images/nei_demo_3_0.png b/docs/_images/nei_demo_3_0.png
diff --git a/docs/_images/nei_demo_5_0.png b/docs/_images/nei_demo_5_0.png
diff --git a/docs/_images/nei_demo_7_0.png b/docs/_images/nei_demo_7_0.png
diff --git a/docs/_images/nei_demo_9_0.png b/docs/_images/nei_demo_9_0.png
diff --git a/docs/_images/quasirandom_generators_10_0.png b/docs/_images/quasirandom_generators_10_0.png
diff --git a/docs/_images/quasirandom_generators_13_0.png b/docs/_images/quasirandom_generators_13_0.png
diff --git a/docs/_images/sample_scatter_plots_10_0.png b/docs/_images/sample_scatter_plots_10_0.png
diff --git a/docs/_images/sample_scatter_plots_11_0.png b/docs/_images/sample_scatter_plots_11_0.png
diff --git a/docs/_images/sample_scatter_plots_13_0.png b/docs/_images/sample_scatter_plots_13_0.png
diff --git a/docs/_images/sample_scatter_plots_16_0.png b/docs/_images/sample_scatter_plots_16_0.png
diff --git a/docs/_images/sample_scatter_plots_4_0.png b/docs/_images/sample_scatter_plots_4_0.png
diff --git a/docs/_images/sample_scatter_plots_6_0.png b/docs/_images/sample_scatter_plots_6_0.png
diff --git a/docs/_images/sample_scatter_plots_9_0.png b/docs/_images/sample_scatter_plots_9_0.png
diff --git a/docs/_sources/rst_from_demos/MC_vs_QMC.rst.txt b/docs/_sources/rst_from_demos/MC_vs_QMC.rst.txt
diff --git a/docs/_sources/rst_from_demos/integration_examples.rst.txt b/docs/_sources/rst_from_demos/integration_examples.rst.txt
@@ -117,7 +117,7 @@ Lattice Discrete Distribution: -
     	n               2048
     	n_total         2048
     	confid_int      [ 5.833  5.838]
-    	time_total      0.434
+    	time_total      0.318
     	r               16
     
 
@@ -163,7 +163,7 @@ Multi-Level
 
 .. parsed-literal::
 
-    Solution: 5.8320         
+    Solution: 5.8344         
     AsianCall (Integrand Object)
     	volatility      [ 0.500  0.500  0.500]
     	start_price     [30 30 30]
@@ -185,10 +185,10 @@ Multi-Level
     	inflate         1.200
     	alpha           0.010
     MeanVarData (AccumData Object)
-    	n               [ 249322.000  31697.000  5429.000]
-    	n_total         289520
-    	confid_int      [ 5.783  5.881]
-    	time_total      0.119
+    	n               [ 249427.000  31202.000  5566.000]
+    	n_total         289267
+    	confid_int      [ 5.786  5.883]
+    	time_total      0.093
     
 
 
diff --git a/docs/_sources/rst_from_demos/qmcpy_intro.rst.txt b/docs/_sources/rst_from_demos/qmcpy_intro.rst.txt
@@ -212,7 +212,7 @@ QMCPy and then invoke QMCPy’s integrate function:
 
 .. parsed-literal::
 
-    Solution: 0.6638         
+    Solution: 0.6581         
     QuickConstruct (Integrand Object)
     IIDStdUniform (Discrete Distribution Object)
     	mimics          StdUniform
@@ -227,10 +227,10 @@ QMCPy and then invoke QMCPy’s integrate function:
     	inflate         1.200
     	alpha           0.010
     MeanVarData (AccumData Object)
-    	n               3298
-    	n_total         4322
-    	confid_int      [ 0.654  0.674]
-    	time_total      0.002
+    	n               3433
+    	n_total         4457
+    	confid_int      [ 0.648  0.668]
+    	time_total      0.003
     
 
 
@@ -266,7 +266,7 @@ changing the input parameter value of dimension for QuickConstruct
 
 .. parsed-literal::
 
-    Solution: 0.8282         
+    Solution: 0.8219         
     QuickConstruct (Integrand Object)
     IIDStdUniform (Discrete Distribution Object)
     	mimics          StdUniform
@@ -281,9 +281,9 @@ changing the input parameter value of dimension for QuickConstruct
     	inflate         1.200
     	alpha           0.010
     MeanVarData (AccumData Object)
-    	n               5611
-    	n_total         6635
-    	confid_int      [ 0.818  0.838]
+    	n               5388
+    	n_total         6412
+    	confid_int      [ 0.812  0.832]
     	time_total      0.002
     
 

diff --git a/docs/_sources/rst_from_demos/quasirandom_generators.rst.txt b/docs/_sources/rst_from_demos/quasirandom_generators.rst.txt
diff --git a/docs/_sources/rst_from_demos/sample_scatter_plots.rst.txt b/docs/_sources/rst_from_demos/sample_scatter_plots.rst.txt
@@ -233,7 +233,7 @@ Plots samples on a 2D Keister function
     	n               65
     	n_total         81
     	confid_int      [ 1.646  2.464]
-    	time_total      0.001
+    	time_total      0.002
     
 
 

diff --git a/docs/qmcpy.pdf b/docs/qmcpy.pdf
diff --git a/docs/rst_from_demos/MC_vs_QMC.html b/docs/rst_from_demos/MC_vs_QMC.html
diff --git a/docs/rst_from_demos/integration_examples.html b/docs/rst_from_demos/integration_examples.html
@@ -275,7 +275,7 @@ <h3>Single Level<a class="headerlink" href="#single-level" title="Permalink to t
     <span class="n">n</span>               <span class="mi">2048</span>
     <span class="n">n_total</span>         <span class="mi">2048</span>
     <span class="n">confid_int</span>      <span class="p">[</span> <span class="mf">5.833</span>  <span class="mf">5.838</span><span class="p">]</span>
-    <span class="n">time_total</span>      <span class="mf">0.434</span>
+    <span class="n">time_total</span>      <span class="mf">0.318</span>
     <span class="n">r</span>               <span class="mi">16</span>
 </pre></div>
 </div>
@@ -311,7 +311,7 @@ <h3>Multi-Level<a class="headerlink" href="#multi-level" title="Permalink to thi
 <span class="nb">print</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
 </pre></div>
 </div>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Solution</span><span class="p">:</span> <span class="mf">5.8320</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Solution</span><span class="p">:</span> <span class="mf">5.8344</span>
 <span class="n">AsianCall</span> <span class="p">(</span><span class="n">Integrand</span> <span class="n">Object</span><span class="p">)</span>
     <span class="n">volatility</span>      <span class="p">[</span> <span class="mf">0.500</span>  <span class="mf">0.500</span>  <span class="mf">0.500</span><span class="p">]</span>
     <span class="n">start_price</span>     <span class="p">[</span><span class="mi">30</span> <span class="mi">30</span> <span class="mi">30</span><span class="p">]</span>
@@ -333,10 +333,10 @@ <h3>Multi-Level<a class="headerlink" href="#multi-level" title="Permalink to thi
     <span class="n">inflate</span>         <span class="mf">1.200</span>
     <span class="n">alpha</span>           <span class="mf">0.010</span>
 <span class="n">MeanVarData</span> <span class="p">(</span><span class="n">AccumData</span> <span class="n">Object</span><span class="p">)</span>
-    <span class="n">n</span>               <span class="p">[</span> <span class="mf">249322.000</span>  <span class="mf">31697.000</span>  <span class="mf">5429.000</span><span class="p">]</span>
-    <span class="n">n_total</span>         <span class="mi">289520</span>
-    <span class="n">confid_int</span>      <span class="p">[</span> <span class="mf">5.783</span>  <span class="mf">5.881</span><span class="p">]</span>
-    <span class="n">time_total</span>      <span class="mf">0.119</span>
+    <span class="n">n</span>               <span class="p">[</span> <span class="mf">249427.000</span>  <span class="mf">31202.000</span>  <span class="mf">5566.000</span><span class="p">]</span>
+    <span class="n">n_total</span>         <span class="mi">289267</span>
+    <span class="n">confid_int</span>      <span class="p">[</span> <span class="mf">5.786</span>  <span class="mf">5.883</span><span class="p">]</span>
+    <span class="n">time_total</span>      <span class="mf">0.093</span>
 </pre></div>
 </div>
 </div>

diff --git a/docs/rst_from_demos/qmcpy_intro.html b/docs/rst_from_demos/qmcpy_intro.html
@@ -307,7 +307,7 @@ <h2>Multi-Dimensional Inputs<a class="headerlink" href="#multi-dimensional-input
 <span class="nb">print</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
 </pre></div>
 </div>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Solution</span><span class="p">:</span> <span class="mf">0.6638</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Solution</span><span class="p">:</span> <span class="mf">0.6581</span>
 <span class="n">QuickConstruct</span> <span class="p">(</span><span class="n">Integrand</span> <span class="n">Object</span><span class="p">)</span>
 <span class="n">IIDStdUniform</span> <span class="p">(</span><span class="n">Discrete</span> <span class="n">Distribution</span> <span class="n">Object</span><span class="p">)</span>
     <span class="n">mimics</span>          <span class="n">StdUniform</span>
@@ -322,10 +322,10 @@ <h2>Multi-Dimensional Inputs<a class="headerlink" href="#multi-dimensional-input
     <span class="n">inflate</span>         <span class="mf">1.200</span>
     <span class="n">alpha</span>           <span class="mf">0.010</span>
 <span class="n">MeanVarData</span> <span class="p">(</span><span class="n">AccumData</span> <span class="n">Object</span><span class="p">)</span>
-    <span class="n">n</span>               <span class="mi">3298</span>
-    <span class="n">n_total</span>         <span class="mi">4322</span>
-    <span class="n">confid_int</span>      <span class="p">[</span> <span class="mf">0.654</span>  <span class="mf">0.674</span><span class="p">]</span>
-    <span class="n">time_total</span>      <span class="mf">0.002</span>
+    <span class="n">n</span>               <span class="mi">3433</span>
+    <span class="n">n_total</span>         <span class="mi">4457</span>
+    <span class="n">confid_int</span>      <span class="p">[</span> <span class="mf">0.648</span>  <span class="mf">0.668</span><span class="p">]</span>
+    <span class="n">time_total</span>      <span class="mf">0.003</span>
 </pre></div>
 </div>
 <p>For our integral, we know the true value. Let’s check if QMCPy’s
@@ -349,7 +349,7 @@ <h2>Multi-Dimensional Inputs<a class="headerlink" href="#multi-dimensional-input
 <span class="nb">print</span><span class="p">(</span><span class="n">data2</span><span class="p">)</span>
 </pre></div>
 </div>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Solution</span><span class="p">:</span> <span class="mf">0.8282</span>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Solution</span><span class="p">:</span> <span class="mf">0.8219</span>
 <span class="n">QuickConstruct</span> <span class="p">(</span><span class="n">Integrand</span> <span class="n">Object</span><span class="p">)</span>
 <span class="n">IIDStdUniform</span> <span class="p">(</span><span class="n">Discrete</span> <span class="n">Distribution</span> <span class="n">Object</span><span class="p">)</span>
     <span class="n">mimics</span>          <span class="n">StdUniform</span>
@@ -364,9 +364,9 @@ <h2>Multi-Dimensional Inputs<a class="headerlink" href="#multi-dimensional-input
     <span class="n">inflate</span>         <span class="mf">1.200</span>
     <span class="n">alpha</span>           <span class="mf">0.010</span>
 <span class="n">MeanVarData</span> <span class="p">(</span><span class="n">AccumData</span> <span class="n">Object</span><span class="p">)</span>
-    <span class="n">n</span>               <span class="mi">5611</span>
-    <span class="n">n_total</span>         <span class="mi">6635</span>
-    <span class="n">confid_int</span>      <span class="p">[</span> <span class="mf">0.818</span>  <span class="mf">0.838</span><span class="p">]</span>
+    <span class="n">n</span>               <span class="mi">5388</span>
+    <span class="n">n_total</span>         <span class="mi">6412</span>
+    <span class="n">confid_int</span>      <span class="p">[</span> <span class="mf">0.812</span>  <span class="mf">0.832</span><span class="p">]</span>
     <span class="n">time_total</span>      <span class="mf">0.002</span>
 </pre></div>
 </div>