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diff --git a/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip b/_downloads/07fcc19ba03226cd3d83d4e40ec44385/auto_examples_python.zip
diff --git a/_downloads/6b06d7ed910de0ab89620b6507398d10/3_create_dataset.zip b/_downloads/6b06d7ed910de0ab89620b6507398d10/3_create_dataset.zip
diff --git a/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip b/_downloads/6f1e7a639e0699d6164445b55e6c116d/auto_examples_jupyter.zip
diff --git a/_downloads/8334499696025c0d54f384f86f5d7a67/1_understanding_basics.zip b/_downloads/8334499696025c0d54f384f86f5d7a67/1_understanding_basics.zip
diff --git a/_downloads/ac596ecb0b5fe5eaadc595c59a3ceaa8/4_train_model.zip b/_downloads/ac596ecb0b5fe5eaadc595c59a3ceaa8/4_train_model.zip
diff --git a/_downloads/e6f65f5b3784f09df47c98819866272d/2_complex_filtering.zip b/_downloads/e6f65f5b3784f09df47c98819866272d/2_complex_filtering.zip
diff --git a/_sources/auto_examples/1_understanding_basics.rst.txt b/_sources/auto_examples/1_understanding_basics.rst.txt
@@ -352,9 +352,9 @@ In case you do not want to index using the filter sequence name, you can retriev
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 5.469 seconds)
+   **Total running time of the script:** (0 minutes 5.279 seconds)
 
-**Estimated memory usage:**  556 MB
+**Estimated memory usage:**  553 MB
 
 
 .. _sphx_glr_download_auto_examples_1_understanding_basics.py:

diff --git a/_sources/auto_examples/2_complex_filtering.rst.txt b/_sources/auto_examples/2_complex_filtering.rst.txt
@@ -461,9 +461,9 @@ This can be achieved in a more concise way by using the apply_filter_pipeline me
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 6.633 seconds)
+   **Total running time of the script:** (0 minutes 6.337 seconds)
 
-**Estimated memory usage:**  1313 MB
+**Estimated memory usage:**  1363 MB
 
 
 .. _sphx_glr_download_auto_examples_2_complex_filtering.py:

diff --git a/_sources/auto_examples/3_create_dataset.rst.txt b/_sources/auto_examples/3_create_dataset.rst.txt
diff --git a/_sources/auto_examples/4_train_model.rst.txt b/_sources/auto_examples/4_train_model.rst.txt
diff --git a/_sources/auto_examples/sg_execution_times.rst.txt b/_sources/auto_examples/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**02:51.692** total execution time for 4 files **from auto_examples**:
+**02:49.194** total execution time for 4 files **from auto_examples**:
 
 .. container::
 
@@ -33,14 +33,14 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_examples_4_train_model.py` (``4_train_model.py``)
-     - 02:19.262
-     - 119.7
+     - 02:17.745
+     - 114.5
    * - :ref:`sphx_glr_auto_examples_3_create_dataset.py` (``3_create_dataset.py``)
-     - 00:20.328
-     - 982.5
+     - 00:19.833
+     - 945.4
    * - :ref:`sphx_glr_auto_examples_2_complex_filtering.py` (``2_complex_filtering.py``)
-     - 00:06.633
-     - 1313.3
+     - 00:06.337
+     - 1363.3
    * - :ref:`sphx_glr_auto_examples_1_understanding_basics.py` (``1_understanding_basics.py``)
-     - 00:05.469
-     - 555.9
+     - 00:05.279
+     - 553.4
diff --git a/_sources/sg_execution_times.rst.txt b/_sources/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**02:51.692** total execution time for 4 files **from all galleries**:
+**02:49.194** total execution time for 4 files **from all galleries**:
 
 .. container::
 
@@ -33,14 +33,14 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_examples_4_train_model.py` (``../../examples/4_train_model.py``)
-     - 02:19.262
-     - 119.7
+     - 02:17.745
+     - 114.5
    * - :ref:`sphx_glr_auto_examples_3_create_dataset.py` (``../../examples/3_create_dataset.py``)
-     - 00:20.328
-     - 982.5
+     - 00:19.833
+     - 945.4
    * - :ref:`sphx_glr_auto_examples_2_complex_filtering.py` (``../../examples/2_complex_filtering.py``)
-     - 00:06.633
-     - 1313.3
+     - 00:06.337
+     - 1363.3
    * - :ref:`sphx_glr_auto_examples_1_understanding_basics.py` (``../../examples/1_understanding_basics.py``)
-     - 00:05.469
-     - 555.9
+     - 00:05.279
+     - 553.4
diff --git a/auto_examples/1_understanding_basics.html b/auto_examples/1_understanding_basics.html
@@ -482,8 +482,8 @@ <h2>Accessing the filtered data<a class="headerlink" href="#accessing-the-filter
 True
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 5.469 seconds)</p>
-<p><strong>Estimated memory usage:</strong>  556 MB</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 5.279 seconds)</p>
+<p><strong>Estimated memory usage:</strong>  553 MB</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-1-understanding-basics-py">
 <div class="sphx-glr-download sphx-glr-download-jupyter docutils container">
 <p><a class="reference download internal" download="" href="../_downloads/b3ef4e63c63f06a8c247e51688fd86a5/1_understanding_basics.ipynb"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Jupyter</span> <span class="pre">notebook:</span> <span class="pre">1_understanding_basics.ipynb</span></code></a></p>

diff --git a/auto_examples/2_complex_filtering.html b/auto_examples/2_complex_filtering.html
@@ -575,8 +575,8 @@ <h2>Easier way of applying the filter pipeline<a class="headerlink" href="#easie
 --
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 6.633 seconds)</p>
-<p><strong>Estimated memory usage:</strong>  1313 MB</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 6.337 seconds)</p>
+<p><strong>Estimated memory usage:</strong>  1363 MB</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-2-complex-filtering-py">
 <div class="sphx-glr-download sphx-glr-download-jupyter docutils container">
 <p><a class="reference download internal" download="" href="../_downloads/05bdb3140c2c6ae43d9ab96ca1aabb68/2_complex_filtering.ipynb"><code class="xref download docutils literal notranslate"><span class="pre">Download</span> <span class="pre">Jupyter</span> <span class="pre">notebook:</span> <span class="pre">2_complex_filtering.ipynb</span></code></a></p>