From 8531c95231660eee1fe50316fb64d0ae9a1e0587 Mon Sep 17 00:00:00 2001
From: fjosw <fjosw@users.noreply.github.com>
Date: Wed, 17 Nov 2021 17:38:04 +0000
Subject: [PATCH] Documentation updated

---
 docs/pyerrors/linalg.html | 28 ++++++++++++----------------
 1 file changed, 12 insertions(+), 16 deletions(-)

diff --git a/docs/pyerrors/linalg.html b/docs/pyerrors/linalg.html
index 84e6b0db..374a64de 100644
--- a/docs/pyerrors/linalg.html
+++ b/docs/pyerrors/linalg.html
@@ -204,18 +204,16 @@
         <span class="n">new_samples</span> <span class="o">=</span> <span class="p">[]</span>
         <span class="n">new_means</span> <span class="o">=</span> <span class="p">[]</span>
         <span class="n">new_idl</span> <span class="o">=</span> <span class="p">[]</span>
-        <span class="n">filtered_deltas</span> <span class="o">=</span> <span class="p">{}</span>
-        <span class="n">filtered_idl_d</span> <span class="o">=</span> <span class="p">{}</span>
         <span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">new_names</span><span class="p">:</span>
             <span class="k">if</span> <span class="n">is_merged</span><span class="p">[</span><span class="n">name</span><span class="p">]:</span>
-                <span class="n">filtered_deltas</span><span class="p">[</span><span class="n">name</span><span class="p">],</span> <span class="n">filtered_idl_d</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">_filter_zeroes</span><span class="p">(</span><span class="n">new_deltas</span><span class="p">[</span><span class="n">name</span><span class="p">],</span> <span class="n">new_idl_d</span><span class="p">[</span><span class="n">name</span><span class="p">])</span>
+                <span class="n">filtered_deltas</span><span class="p">,</span> <span class="n">filtered_idl_d</span> <span class="o">=</span> <span class="n">_filter_zeroes</span><span class="p">(</span><span class="n">new_deltas</span><span class="p">[</span><span class="n">name</span><span class="p">],</span> <span class="n">new_idl_d</span><span class="p">[</span><span class="n">name</span><span class="p">])</span>
             <span class="k">else</span><span class="p">:</span>
-                <span class="n">filtered_deltas</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">new_deltas</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
-                <span class="n">filtered_idl_d</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">new_idl_d</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
-        <span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">new_names</span><span class="p">:</span>
-            <span class="n">new_samples</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">filtered_deltas</span><span class="p">[</span><span class="n">name</span><span class="p">])</span>
+                <span class="n">filtered_deltas</span> <span class="o">=</span> <span class="n">new_deltas</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
+                <span class="n">filtered_idl_d</span> <span class="o">=</span> <span class="n">new_idl_d</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
+
+            <span class="n">new_samples</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">filtered_deltas</span><span class="p">)</span>
+            <span class="n">new_idl</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">filtered_idl_d</span><span class="p">)</span>
             <span class="n">new_means</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">new_r_values</span><span class="p">[</span><span class="n">name</span><span class="p">][</span><span class="n">i_val</span><span class="p">])</span>
-            <span class="n">new_idl</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">filtered_idl_d</span><span class="p">[</span><span class="n">name</span><span class="p">])</span>
         <span class="n">final_result</span><span class="p">[</span><span class="n">i_val</span><span class="p">]</span> <span class="o">=</span> <span class="n">Obs</span><span class="p">(</span><span class="n">new_samples</span><span class="p">,</span> <span class="n">new_names</span><span class="p">,</span> <span class="n">means</span><span class="o">=</span><span class="n">new_means</span><span class="p">,</span> <span class="n">idl</span><span class="o">=</span><span class="n">new_idl</span><span class="p">)</span>
         <span class="n">final_result</span><span class="p">[</span><span class="n">i_val</span><span class="p">]</span><span class="o">.</span><span class="n">_value</span> <span class="o">=</span> <span class="n">new_val</span>
         <span class="n">final_result</span><span class="p">[</span><span class="n">i_val</span><span class="p">]</span><span class="o">.</span><span class="n">is_merged</span> <span class="o">=</span> <span class="n">is_merged</span>
@@ -817,18 +815,16 @@
         <span class="n">new_samples</span> <span class="o">=</span> <span class="p">[]</span>
         <span class="n">new_means</span> <span class="o">=</span> <span class="p">[]</span>
         <span class="n">new_idl</span> <span class="o">=</span> <span class="p">[]</span>
-        <span class="n">filtered_deltas</span> <span class="o">=</span> <span class="p">{}</span>
-        <span class="n">filtered_idl_d</span> <span class="o">=</span> <span class="p">{}</span>
         <span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">new_names</span><span class="p">:</span>
             <span class="k">if</span> <span class="n">is_merged</span><span class="p">[</span><span class="n">name</span><span class="p">]:</span>
-                <span class="n">filtered_deltas</span><span class="p">[</span><span class="n">name</span><span class="p">],</span> <span class="n">filtered_idl_d</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">_filter_zeroes</span><span class="p">(</span><span class="n">new_deltas</span><span class="p">[</span><span class="n">name</span><span class="p">],</span> <span class="n">new_idl_d</span><span class="p">[</span><span class="n">name</span><span class="p">])</span>
+                <span class="n">filtered_deltas</span><span class="p">,</span> <span class="n">filtered_idl_d</span> <span class="o">=</span> <span class="n">_filter_zeroes</span><span class="p">(</span><span class="n">new_deltas</span><span class="p">[</span><span class="n">name</span><span class="p">],</span> <span class="n">new_idl_d</span><span class="p">[</span><span class="n">name</span><span class="p">])</span>
             <span class="k">else</span><span class="p">:</span>
-                <span class="n">filtered_deltas</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">new_deltas</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
-                <span class="n">filtered_idl_d</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">new_idl_d</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
-        <span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">new_names</span><span class="p">:</span>
-            <span class="n">new_samples</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">filtered_deltas</span><span class="p">[</span><span class="n">name</span><span class="p">])</span>
+                <span class="n">filtered_deltas</span> <span class="o">=</span> <span class="n">new_deltas</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
+                <span class="n">filtered_idl_d</span> <span class="o">=</span> <span class="n">new_idl_d</span><span class="p">[</span><span class="n">name</span><span class="p">]</span>
+
+            <span class="n">new_samples</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">filtered_deltas</span><span class="p">)</span>
+            <span class="n">new_idl</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">filtered_idl_d</span><span class="p">)</span>
             <span class="n">new_means</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">new_r_values</span><span class="p">[</span><span class="n">name</span><span class="p">][</span><span class="n">i_val</span><span class="p">])</span>
-            <span class="n">new_idl</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">filtered_idl_d</span><span class="p">[</span><span class="n">name</span><span class="p">])</span>
         <span class="n">final_result</span><span class="p">[</span><span class="n">i_val</span><span class="p">]</span> <span class="o">=</span> <span class="n">Obs</span><span class="p">(</span><span class="n">new_samples</span><span class="p">,</span> <span class="n">new_names</span><span class="p">,</span> <span class="n">means</span><span class="o">=</span><span class="n">new_means</span><span class="p">,</span> <span class="n">idl</span><span class="o">=</span><span class="n">new_idl</span><span class="p">)</span>
         <span class="n">final_result</span><span class="p">[</span><span class="n">i_val</span><span class="p">]</span><span class="o">.</span><span class="n">_value</span> <span class="o">=</span> <span class="n">new_val</span>
         <span class="n">final_result</span><span class="p">[</span><span class="n">i_val</span><span class="p">]</span><span class="o">.</span><span class="n">is_merged</span> <span class="o">=</span> <span class="n">is_merged</span>