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diff --git a/.buildinfo b/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 08a4f1d03f90ea9c6f7c2a69f0a7bf1e
+config: 6c0dad72c17d42ff36f39eb7da240a40
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/...loads/673f52eb5229b209fe0b5faf997910af/flow_duration_curve_examples-5.hires.png b/...loads/673f52eb5229b209fe0b5faf997910af/flow_duration_curve_examples-5.hires.png
diff --git a/_downloads/e6c156a9724701eb308f2075973eb9f2/flow_duration_curve_examples-5.png b/_downloads/e6c156a9724701eb308f2075973eb9f2/flow_duration_curve_examples-5.png
diff --git a/_images/examples_single_gage_analysis_12_0.png b/_images/examples_single_gage_analysis_12_0.png
diff --git a/_images/examples_single_gage_analysis_21_0.png b/_images/examples_single_gage_analysis_21_0.png
diff --git a/_images/examples_single_gage_analysis_23_0.png b/_images/examples_single_gage_analysis_23_0.png
diff --git a/_images/flow_duration_curve_examples-5.png b/_images/flow_duration_curve_examples-5.png
diff --git a/_modules/hyswap/cumulative.html b/_modules/hyswap/cumulative.html
@@ -3,7 +3,7 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>hyswap.cumulative &mdash; hyswap 0.1.dev1+gfc756e4 documentation</title>
+  <title>hyswap.cumulative &mdash; hyswap 0.1.dev1+g2530dee documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=80d5e7a1" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
       <link rel="stylesheet" type="text/css" href="../../_static/plot_directive.css" />
@@ -15,7 +15,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=c9778fe8"></script>
+        <script src="../../_static/documentation_options.js?v=4c86c415"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
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diff --git a/_modules/hyswap/exceedance.html b/_modules/hyswap/exceedance.html
@@ -3,7 +3,7 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>hyswap.exceedance &mdash; hyswap 0.1.dev1+gfc756e4 documentation</title>
+  <title>hyswap.exceedance &mdash; hyswap 0.1.dev1+g2530dee documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=80d5e7a1" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
       <link rel="stylesheet" type="text/css" href="../../_static/plot_directive.css" />
@@ -15,7 +15,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=c9778fe8"></script>
+        <script src="../../_static/documentation_options.js?v=4c86c415"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
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@@ -127,6 +127,7 @@ <h1>Source code for hyswap.exceedance</h1><div class="highlight"><pre>
 <span class="sd">    distribution with a mean of 1 and a standard deviation of 0.25.</span>
 
 <span class="sd">    .. doctest::</span>
+<span class="sd">        :skipif: True  # docstrings test fails with np.float64</span>
 
 <span class="sd">        &gt;&gt;&gt; exceedance.calculate_exceedance_probability_from_distribution(</span>
 <span class="sd">        ...     1, &#39;lognormal&#39;, 1, 0.25)</span>
@@ -136,6 +137,7 @@ <h1>Source code for hyswap.exceedance</h1><div class="highlight"><pre>
 <span class="sd">    distribution with a mean of 1 and a standard deviation of 0.25.</span>
 
 <span class="sd">    .. doctest::</span>
+<span class="sd">        :skipif: True  # docstrings test fails with np.float64</span>
 
 <span class="sd">        &gt;&gt;&gt; exceedance.calculate_exceedance_probability_from_distribution(</span>
 <span class="sd">        ...     1, &#39;normal&#39;, 1, 0.25)</span>
@@ -208,6 +210,7 @@ <h1>Source code for hyswap.exceedance</h1><div class="highlight"><pre>
 <span class="sd">    of 1, 2, 3, and 4.</span>
 
 <span class="sd">    .. doctest::</span>
+<span class="sd">        :skipif: True  # docstrings test fails with np.float64</span>
 
 <span class="sd">        &gt;&gt;&gt; exceedance.calculate_exceedance_probability_from_values(</span>
 <span class="sd">        ...     1, [1, 2, 3, 4], method=&#39;linear&#39;)</span>
@@ -217,6 +220,7 @@ <h1>Source code for hyswap.exceedance</h1><div class="highlight"><pre>
 <span class="sd">    of 1, 2, 3, and 4.</span>
 
 <span class="sd">    .. doctest::</span>
+<span class="sd">        :skipif: True  # docstrings test fails with np.float64</span>
 
 <span class="sd">        &gt;&gt;&gt; exceedance.calculate_exceedance_probability_from_values(</span>
 <span class="sd">        ...     5, [1, 2, 3, 4])</span>

diff --git a/_modules/hyswap/percentiles.html b/_modules/hyswap/percentiles.html
@@ -3,7 +3,7 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>hyswap.percentiles &mdash; hyswap 0.1.dev1+gfc756e4 documentation</title>
+  <title>hyswap.percentiles &mdash; hyswap 0.1.dev1+g2530dee documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=80d5e7a1" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
       <link rel="stylesheet" type="text/css" href="../../_static/plot_directive.css" />
@@ -15,7 +15,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=c9778fe8"></script>
+        <script src="../../_static/documentation_options.js?v=4c86c415"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
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@@ -708,6 +708,7 @@ <h1>Source code for hyswap.percentiles</h1><div class="highlight"><pre>
 <span class="sd">    Calculate the percentile associated with a value from some synthetic data.</span>
 
 <span class="sd">    .. doctest::</span>
+<span class="sd">        :skipif: True  # docstrings test fails with np.float64</span>
 
 <span class="sd">        &gt;&gt;&gt; data = pd.DataFrame({&#39;values&#39;: np.arange(1001),</span>
 <span class="sd">        ...                      &#39;date&#39;: pd.date_range(&#39;2020-01-01&#39;, &#39;2022-09-27&#39;)}).set_index(&#39;date&#39;)  # noqa: E501</span>

diff --git a/_modules/hyswap/plots.html b/_modules/hyswap/plots.html
@@ -3,7 +3,7 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>hyswap.plots &mdash; hyswap 0.1.dev1+gfc756e4 documentation</title>
+  <title>hyswap.plots &mdash; hyswap 0.1.dev1+g2530dee documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=80d5e7a1" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
       <link rel="stylesheet" type="text/css" href="../../_static/plot_directive.css" />
@@ -15,7 +15,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=c9778fe8"></script>
+        <script src="../../_static/documentation_options.js?v=4c86c415"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
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diff --git a/_modules/hyswap/rasterhydrograph.html b/_modules/hyswap/rasterhydrograph.html
@@ -3,7 +3,7 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>hyswap.rasterhydrograph &mdash; hyswap 0.1.dev1+gfc756e4 documentation</title>
+  <title>hyswap.rasterhydrograph &mdash; hyswap 0.1.dev1+g2530dee documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=80d5e7a1" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
       <link rel="stylesheet" type="text/css" href="../../_static/plot_directive.css" />
@@ -15,7 +15,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=c9778fe8"></script>
+        <script src="../../_static/documentation_options.js?v=4c86c415"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
@@ -150,6 +150,7 @@ <h1>Source code for hyswap.rasterhydrograph</h1><div class="highlight"><pre>
 <span class="sd">    Formatting synthetic daily data for a raster hydrograph.</span>
 
 <span class="sd">    .. doctest::</span>
+<span class="sd">        :skipif: True  # docstrings test fails with np.float64</span>
 
 <span class="sd">        &gt;&gt;&gt; df = pd.DataFrame({&#39;date&#39;: pd.date_range(&#39;1/1/2010&#39;, &#39;12/31/2010&#39;),</span>
 <span class="sd">        ...                    &#39;data&#39;: np.random.rand(365)})</span>

diff --git a/_modules/hyswap/runoff.html b/_modules/hyswap/runoff.html
@@ -3,7 +3,7 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>hyswap.runoff &mdash; hyswap 0.1.dev1+gfc756e4 documentation</title>
+  <title>hyswap.runoff &mdash; hyswap 0.1.dev1+g2530dee documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=80d5e7a1" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
       <link rel="stylesheet" type="text/css" href="../../_static/plot_directive.css" />
@@ -15,7 +15,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=c9778fe8"></script>
+        <script src="../../_static/documentation_options.js?v=4c86c415"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
         <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
@@ -116,6 +116,7 @@ <h1>Source code for hyswap.runoff</h1><div class="highlight"><pre>
 <span class="sd">    Convert 14 cfs to mm/yr for a 250 km2 drainage area.</span>
 
 <span class="sd">    .. doctest::</span>
+<span class="sd">        :skipif: True  # docstrings test fails with np.float64</span>
 
 <span class="sd">        &gt;&gt;&gt; mmyr = runoff.convert_cfs_to_runoff(14, 250)</span>
 <span class="sd">        &gt;&gt;&gt; np.round(mmyr)</span>

diff --git a/_modules/hyswap/similarity.html b/_modules/hyswap/similarity.html
@@ -3,7 +3,7 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>hyswap.similarity &mdash; hyswap 0.1.dev1+gfc756e4 documentation</title>
+  <title>hyswap.similarity &mdash; hyswap 0.1.dev1+g2530dee documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=80d5e7a1" />
       <link rel="stylesheet" type="text/css" href="../../_static/css/theme.css?v=19f00094" />
       <link rel="stylesheet" type="text/css" href="../../_static/plot_directive.css" />
@@ -15,7 +15,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=c9778fe8"></script>
+        <script src="../../_static/documentation_options.js?v=4c86c415"></script>
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         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
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diff --git a/_modules/hyswap/utils.html b/_modules/hyswap/utils.html
@@ -3,7 +3,7 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>hyswap.utils &mdash; hyswap 0.1.dev1+gfc756e4 documentation</title>
+  <title>hyswap.utils &mdash; hyswap 0.1.dev1+g2530dee documentation</title>
       <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=80d5e7a1" />
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       <link rel="stylesheet" type="text/css" href="../../_static/plot_directive.css" />
@@ -15,7 +15,7 @@
 
         <script src="../../_static/jquery.js?v=5d32c60e"></script>
         <script src="../../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../../_static/documentation_options.js?v=c9778fe8"></script>
+        <script src="../../_static/documentation_options.js?v=4c86c415"></script>
         <script src="../../_static/doctools.js?v=9a2dae69"></script>
         <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
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diff --git a/_modules/index.html b/_modules/index.html
@@ -3,7 +3,7 @@
 <head>
   <meta charset="utf-8" />
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Overview: module code &mdash; hyswap 0.1.dev1+gfc756e4 documentation</title>
+  <title>Overview: module code &mdash; hyswap 0.1.dev1+g2530dee documentation</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=80d5e7a1" />
       <link rel="stylesheet" type="text/css" href="../_static/css/theme.css?v=19f00094" />
       <link rel="stylesheet" type="text/css" href="../_static/plot_directive.css" />
@@ -15,7 +15,7 @@
 
         <script src="../_static/jquery.js?v=5d32c60e"></script>
         <script src="../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../_static/documentation_options.js?v=c9778fe8"></script>
+        <script src="../_static/documentation_options.js?v=4c86c415"></script>
         <script src="../_static/doctools.js?v=9a2dae69"></script>
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diff --git a/_static/documentation_options.js b/_static/documentation_options.js
@@ -1,5 +1,5 @@
 const DOCUMENTATION_OPTIONS = {
-    VERSION: '0.1.dev1+gfc756e4',
+    VERSION: '0.1.dev1+g2530dee',
     LANGUAGE: 'en',
     COLLAPSE_INDEX: false,
     BUILDER: 'html',

diff --git a/examples/cumulative_hydrograph_examples.html b/examples/cumulative_hydrograph_examples.html
@@ -4,7 +4,7 @@
   <meta charset="utf-8" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Cumulative Streamflow Hydrographs &mdash; hyswap 0.1.dev1+gfc756e4 documentation</title>
+  <title>Cumulative Streamflow Hydrographs &mdash; hyswap 0.1.dev1+g2530dee documentation</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=80d5e7a1" />
       <link rel="stylesheet" type="text/css" href="../_static/css/theme.css?v=19f00094" />
       <link rel="stylesheet" type="text/css" href="../_static/plot_directive.css" />
@@ -16,7 +16,7 @@
 
         <script src="../_static/jquery.js?v=5d32c60e"></script>
         <script src="../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../_static/documentation_options.js?v=c9778fe8"></script>
+        <script src="../_static/documentation_options.js?v=4c86c415"></script>
         <script src="../_static/doctools.js?v=9a2dae69"></script>
         <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
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diff --git a/examples/flow_duration_curve_examples.html b/examples/flow_duration_curve_examples.html
@@ -4,7 +4,7 @@
   <meta charset="utf-8" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Flow Duration Curves &mdash; hyswap 0.1.dev1+gfc756e4 documentation</title>
+  <title>Flow Duration Curves &mdash; hyswap 0.1.dev1+g2530dee documentation</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=80d5e7a1" />
       <link rel="stylesheet" type="text/css" href="../_static/css/theme.css?v=19f00094" />
       <link rel="stylesheet" type="text/css" href="../_static/plot_directive.css" />
@@ -16,7 +16,7 @@
 
         <script src="../_static/jquery.js?v=5d32c60e"></script>
         <script src="../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../_static/documentation_options.js?v=c9778fe8"></script>
+        <script src="../_static/documentation_options.js?v=4c86c415"></script>
         <script src="../_static/doctools.js?v=9a2dae69"></script>
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diff --git a/examples/index.html b/examples/index.html
@@ -4,7 +4,7 @@
   <meta charset="utf-8" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-  <title>Simple Examples &mdash; hyswap 0.1.dev1+gfc756e4 documentation</title>
+  <title>Simple Examples &mdash; hyswap 0.1.dev1+g2530dee documentation</title>
       <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=80d5e7a1" />
       <link rel="stylesheet" type="text/css" href="../_static/css/theme.css?v=19f00094" />
       <link rel="stylesheet" type="text/css" href="../_static/plot_directive.css" />
@@ -16,7 +16,7 @@
 
         <script src="../_static/jquery.js?v=5d32c60e"></script>
         <script src="../_static/_sphinx_javascript_frameworks_compat.js?v=2cd50e6c"></script>
-        <script src="../_static/documentation_options.js?v=c9778fe8"></script>
+        <script src="../_static/documentation_options.js?v=4c86c415"></script>
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