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diff --git a/.doctrees/environment.pickle b/.doctrees/environment.pickle
diff --git a/.doctrees/notebooks/0-Creating_networks.doctree b/.doctrees/notebooks/0-Creating_networks.doctree
diff --git a/.doctrees/notebooks/0-Theory.doctree b/.doctrees/notebooks/0-Theory.doctree
diff --git a/.doctrees/notebooks/1.1-Binary_HGF.doctree b/.doctrees/notebooks/1.1-Binary_HGF.doctree
diff --git a/.doctrees/notebooks/1.2-Categorical_HGF.doctree b/.doctrees/notebooks/1.2-Categorical_HGF.doctree
diff --git a/.doctrees/notebooks/1.3-Continuous_HGF.doctree b/.doctrees/notebooks/1.3-Continuous_HGF.doctree
diff --git a/.doctrees/notebooks/2-Using_custom_response_functions.doctree b/.doctrees/notebooks/2-Using_custom_response_functions.doctree
diff --git a/.doctrees/notebooks/3-Multilevel_HGF.doctree b/.doctrees/notebooks/3-Multilevel_HGF.doctree
diff --git a/.doctrees/notebooks/4-Parameter_recovery.doctree b/.doctrees/notebooks/4-Parameter_recovery.doctree
diff --git a/.doctrees/notebooks/Example_1_Heart_rate_variability.doctree b/.doctrees/notebooks/Example_1_Heart_rate_variability.doctree
diff --git a/.doctrees/notebooks/Example_2_Input_node_volatility_coupling.doctree b/.doctrees/notebooks/Example_2_Input_node_volatility_coupling.doctree
diff --git a/.doctrees/notebooks/Example_3_Multi_armed_bandit.doctree b/.doctrees/notebooks/Example_3_Multi_armed_bandit.doctree
diff --git a/.doctrees/notebooks/Exercise_1_Using_the_HGF.doctree b/.doctrees/notebooks/Exercise_1_Using_the_HGF.doctree
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diff --git a/notebooks/0-Creating_networks.html b/notebooks/0-Creating_networks.html
@@ -691,7 +691,7 @@ <h5>Continuous value coupling<a class="headerlink" href="#continuous-value-coupl
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Adding 1000 new observations.
 </pre></div>
 </div>
-<img alt="../_images/873342b7322a1209e0a20be0d7b651cb215c3f93db6049982eb6608ea09262a2.png" src="../_images/873342b7322a1209e0a20be0d7b651cb215c3f93db6049982eb6608ea09262a2.png" />
+<img alt="../_images/82adb01fe76bb826781eb0fea713838d43fa2a62915e90df46fd29585e2921aa.png" src="../_images/82adb01fe76bb826781eb0fea713838d43fa2a62915e90df46fd29585e2921aa.png" />
 </div>
 </div>
 <div class="admonition note">
@@ -849,7 +849,7 @@ <h5>Coupling with binary nodes<a class="headerlink" href="#coupling-with-binary-
 <div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Adding 1000 new observations.
 </pre></div>
 </div>
-<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;pyhgf.model.HGF at 0x7fec94a0c070&gt;
+<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;pyhgf.model.HGF at 0x7fa1586863e0&gt;
 </pre></div>
 </div>
 </div>
@@ -976,10 +976,10 @@ <h1>System configuration<a class="headerlink" href="#system-configuration" title
 jax   : 0.4.19
 jaxlib: 0.4.19
 
-sys       : 3.10.13 (main, Aug 28 2023, 08:28:42) [GCC 11.4.0]
-seaborn   : 0.13.2
 numpy     : 1.22.0
+sys       : 3.10.13 (main, Aug 28 2023, 08:28:42) [GCC 11.4.0]
 matplotlib: 3.8.3
+seaborn   : 0.13.2
 
 Watermark: 2.4.3
 </pre></div>

diff --git a/notebooks/0-Theory.html b/notebooks/0-Theory.html
@@ -841,9 +841,9 @@ <h1>System configuration<a class="headerlink" href="#system-configuration" title
 jax   : 0.4.19
 jaxlib: 0.4.19
 
-matplotlib: 3.8.3
 numpy     : 1.22.0
 seaborn   : 0.13.2
+matplotlib: 3.8.3
 
 Watermark: 2.4.3
 </pre></div>