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diff --git a/_modules/astromodels/core/model.html b/_modules/astromodels/core/model.html
@@ -99,12 +99,10 @@ <h1>Source code for astromodels.core.model</h1><div class="highlight"><pre>
 <span class="kn">import</span> <span class="nn">os</span>
 <span class="kn">import</span> <span class="nn">warnings</span>
 <span class="kn">from</span> <span class="nn">dataclasses</span> <span class="kn">import</span> <span class="n">dataclass</span>
-<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">Iterable</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Tuple</span><span class="p">,</span> <span class="n">Union</span>
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">Iterable</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">Tuple</span><span class="p">,</span> <span class="n">Union</span>
 
 <span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
 <span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
-<span class="kn">import</span> <span class="nn">scipy.integrate</span>
-<span class="kn">from</span> <span class="nn">astromodels.core.memoization</span> <span class="kn">import</span> <span class="n">use_astromodels_memoization</span>
 <span class="kn">from</span> <span class="nn">astromodels.core.my_yaml</span> <span class="kn">import</span> <span class="n">my_yaml</span>
 <span class="kn">from</span> <span class="nn">astromodels.core.parameter</span> <span class="kn">import</span> <span class="n">IndependentVariable</span><span class="p">,</span> <span class="n">Parameter</span>
 <span class="kn">from</span> <span class="nn">astromodels.core.property</span> <span class="kn">import</span> <span class="n">FunctionProperty</span>

diff --git a/_modules/astromodels/core/model_parser.html b/_modules/astromodels/core/model_parser.html
@@ -97,7 +97,7 @@ <h1>Source code for astromodels.core.model_parser</h1><div class="highlight"><pr
 
 <span class="kn">import</span> <span class="nn">re</span>
 <span class="kn">import</span> <span class="nn">warnings</span>
-<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Union</span>
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">List</span>
 
 <span class="kn">from</span> <span class="nn">astromodels.core</span> <span class="kn">import</span> <span class="p">(</span>
     <span class="n">model</span><span class="p">,</span>

diff --git a/_modules/astromodels/core/node_type.html b/_modules/astromodels/core/node_type.html
@@ -92,7 +92,6 @@
 
   <h1>Source code for astromodels.core.node_type</h1><div class="highlight"><pre>
 <span></span><span class="kn">import</span> <span class="nn">collections</span>
-<span class="kn">import</span> <span class="nn">itertools</span>
 <span class="kn">from</span> <span class="nn">dataclasses</span> <span class="kn">import</span> <span class="n">dataclass</span><span class="p">,</span> <span class="n">field</span>
 <span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Tuple</span><span class="p">,</span> <span class="n">Type</span><span class="p">,</span> <span class="n">Any</span>
 <span class="kn">from</span> <span class="nn">rich.tree</span> <span class="kn">import</span> <span class="n">Tree</span>

diff --git a/_modules/astromodels/core/parameter.html b/_modules/astromodels/core/parameter.html
@@ -99,7 +99,7 @@ <h1>Source code for astromodels.core.parameter</h1><div class="highlight"><pre>
 <span class="kn">import</span> <span class="nn">contextlib</span>
 <span class="kn">import</span> <span class="nn">copy</span>
 <span class="kn">import</span> <span class="nn">warnings</span>
-<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Tuple</span>
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Tuple</span>
 
 <span class="kn">import</span> <span class="nn">astropy.units</span> <span class="k">as</span> <span class="nn">u</span>
 <span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>

diff --git a/_modules/astromodels/core/property.html b/_modules/astromodels/core/property.html
@@ -93,7 +93,7 @@
   <h1>Source code for astromodels.core.property</h1><div class="highlight"><pre>
 <span></span><span class="kn">import</span> <span class="nn">collections</span>
 <span class="kn">import</span> <span class="nn">copy</span>
-<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Tuple</span><span class="p">,</span> <span class="n">Union</span>
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">Optional</span>
 
 <span class="kn">from</span> <span class="nn">astromodels.utils.logging</span> <span class="kn">import</span> <span class="n">setup_logger</span>
 

diff --git a/_modules/astromodels/core/tree.html b/_modules/astromodels/core/tree.html
@@ -92,9 +92,7 @@
 
   <h1>Source code for astromodels.core.tree</h1><div class="highlight"><pre>
 <span></span><span class="kn">import</span> <span class="nn">collections</span>
-<span class="kn">import</span> <span class="nn">os</span>
-<span class="kn">import</span> <span class="nn">uuid</span>
-<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Union</span>
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Dict</span>
 
 <span class="kn">from</span> <span class="nn">future</span> <span class="kn">import</span> <span class="n">standard_library</span>
 

diff --git a/_modules/astromodels/core/units.html b/_modules/astromodels/core/units.html
@@ -99,7 +99,6 @@ <h1>Source code for astromodels.core.units</h1><div class="highlight"><pre>
 
 <span class="kn">import</span> <span class="nn">astropy.units</span> <span class="k">as</span> <span class="nn">u</span>
 
-<span class="kn">from</span> <span class="nn">astromodels.core.tree</span> <span class="kn">import</span> <span class="n">Node</span>
 <span class="kn">from</span> <span class="nn">astromodels.utils.pretty_list</span> <span class="kn">import</span> <span class="n">dict_to_list</span>
 
 <span class="c1"># This module keeps the configuration of the units used in astromodels</span>

diff --git a/_modules/astromodels/functions/dark_matter/dm_models.html b/_modules/astromodels/functions/dark_matter/dm_models.html
@@ -95,7 +95,6 @@ <h1>Source code for astromodels.functions.dark_matter.dm_models</h1><div class="
 
 <span class="kn">import</span> <span class="nn">astropy.units</span> <span class="k">as</span> <span class="nn">astropy_units</span>
 <span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
-<span class="kn">import</span> <span class="nn">six</span>
 <span class="kn">from</span> <span class="nn">scipy.interpolate</span> <span class="kn">import</span> <span class="n">RegularGridInterpolator</span>
 
 <span class="kn">from</span> <span class="nn">astromodels.functions.function</span> <span class="kn">import</span> <span class="n">Function1D</span><span class="p">,</span> <span class="n">FunctionMeta</span>

diff --git a/_modules/astromodels/functions/function.html b/_modules/astromodels/functions/function.html
@@ -117,7 +117,6 @@ <h1>Source code for astromodels.functions.function</h1><div class="highlight"><p
 <span class="kn">from</span> <span class="nn">astromodels.utils.logging</span> <span class="kn">import</span> <span class="n">setup_logger</span>
 <span class="kn">from</span> <span class="nn">astromodels.utils.pretty_list</span> <span class="kn">import</span> <span class="n">dict_to_list</span>
 <span class="kn">from</span> <span class="nn">astromodels.utils.table</span> <span class="kn">import</span> <span class="n">dict_to_table</span>
-<span class="kn">from</span> <span class="nn">astromodels.utils.file_utils</span> <span class="kn">import</span> <span class="n">copy_if_needed</span>
 <span class="kn">from</span> <span class="nn">yaml.reader</span> <span class="kn">import</span> <span class="n">ReaderError</span>
 
 <span class="n">log</span> <span class="o">=</span> <span class="n">setup_logger</span><span class="p">(</span><span class="vm">__name__</span><span class="p">)</span>
@@ -1573,7 +1572,7 @@ <h1>Source code for astromodels.functions.function</h1><div class="highlight"><p
 
             <span class="c1"># Transform the input to an array of floats. If x is a single number, this will be an array of size 1</span>
 
-            <span class="n">new_input</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">ndmin</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="n">copy_if_needed</span><span class="p">)</span>
+            <span class="n">new_input</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">ndmin</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
 
             <span class="c1"># Compute the function</span>
 
@@ -1799,8 +1798,8 @@ <h1>Source code for astromodels.functions.function</h1><div class="highlight"><p
 
             <span class="c1"># Transform the input to an array of floats</span>
 
-            <span class="n">new_x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">ndmin</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="n">copy_if_needed</span><span class="p">)</span>
-            <span class="n">new_y</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">y</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">ndmin</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="n">copy_if_needed</span><span class="p">)</span>
+            <span class="n">new_x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">ndmin</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+            <span class="n">new_y</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">y</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">ndmin</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
 
             <span class="c1"># Compute the function</span>
 
@@ -1970,9 +1969,9 @@ <h1>Source code for astromodels.functions.function</h1><div class="highlight"><p
             <span class="c1"># This is either a single number or a list</span>
             <span class="c1"># Transform the input to an array of floats</span>
 
-            <span class="n">new_x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">ndmin</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="n">copy_if_needed</span><span class="p">)</span>
-            <span class="n">new_y</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">y</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">ndmin</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="n">copy_if_needed</span><span class="p">)</span>
-            <span class="n">new_z</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">z</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">ndmin</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="n">copy_if_needed</span><span class="p">)</span>
+            <span class="n">new_x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">ndmin</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+            <span class="n">new_y</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">y</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">ndmin</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+            <span class="n">new_z</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">z</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">ndmin</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
 
             <span class="c1"># Compute the function</span>
 

diff --git a/_modules/astromodels/functions/functions_1D/absorption.html b/_modules/astromodels/functions/functions_1D/absorption.html
@@ -94,7 +94,7 @@ <h1>Source code for astromodels.functions.functions_1D.absorption</h1><div class
 <span></span><span class="kn">import</span> <span class="nn">math</span>
 <span class="kn">from</span> <span class="nn">dataclasses</span> <span class="kn">import</span> <span class="n">dataclass</span>
 <span class="kn">from</span> <span class="nn">pathlib</span> <span class="kn">import</span> <span class="n">Path</span>
-<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">Optional</span>
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">List</span>
 
 <span class="kn">import</span> <span class="nn">astropy.units</span> <span class="k">as</span> <span class="nn">astropy_units</span>
 <span class="kn">import</span> <span class="nn">numba</span> <span class="k">as</span> <span class="nn">nb</span>

diff --git a/_modules/astromodels/functions/functions_1D/blackbody.html b/_modules/astromodels/functions/functions_1D/blackbody.html
@@ -94,15 +94,12 @@ <h1>Source code for astromodels.functions.functions_1D.blackbody</h1><div class=
 <span></span><span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">division</span>
 
 <span class="kn">import</span> <span class="nn">astropy.units</span> <span class="k">as</span> <span class="nn">astropy_units</span>
-<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
 <span class="kn">from</span> <span class="nn">past.utils</span> <span class="kn">import</span> <span class="n">old_div</span>
 
 <span class="kn">import</span> <span class="nn">astromodels.functions.numba_functions</span> <span class="k">as</span> <span class="nn">nb_func</span>
-<span class="kn">from</span> <span class="nn">astromodels.core.units</span> <span class="kn">import</span> <span class="n">get_units</span>
 <span class="kn">from</span> <span class="nn">astromodels.functions.function</span> <span class="kn">import</span> <span class="p">(</span>
     <span class="n">Function1D</span><span class="p">,</span>
     <span class="n">FunctionMeta</span><span class="p">,</span>
-    <span class="n">ModelAssertionViolation</span><span class="p">,</span>
 <span class="p">)</span>