added two new tutorials using chaotic systems. Fix link references in…

… getting started
wilsonrljr · Feb 23, 2025 · d386e77 · d386e77
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diff --git a/docs/getting-started/getting-started.md b/docs/getting-started/getting-started.md
@@ -133,13 +133,13 @@ the help box. Install with:
     <p>Minimize different objective functions using <strong>affine information</strong> for parameter estimation.</p>
   </div>
   <div class="feature-card">
-    <a href="https://sysidentpy.org/user-guide/how_to/simulating-existing-models/" class="feature-link">
+    <a href="https://sysidentpy.org/user-guide/how-to/simulating-existing-models/" class="feature-link">
       <h3>🔄 Model Simulation</h3>
     </a>
     <p>Reproduce paper results easily with <strong>SimulateNARMAX</strong>. Test and compare published models effortlessly.</p>
   </div>
   <div class="feature-card">
-    <a href="https://sysidentpy.org/user-guide/how_to/create-a-narx-neural-network/" class="feature-link">
+    <a href="https://sysidentpy.org/user-guide/how-to/create-a-narx-neural-network/" class="feature-link">
       <h3>🤖 Neural NARX (PyTorch)</h3>
     </a>
     <p>Integrate with <strong>PyTorch</strong> for custom neural NARX architectures using all PyTorch optimizers and loss functions.</p>

diff --git a/docs/user-guide/tutorials/chaotic-systems/logistic-map.ipynb b/docs/user-guide/tutorials/chaotic-systems/logistic-map.ipynb
diff --git a/docs/user-guide/tutorials/chaotic-systems/lorenz-system.ipynb b/docs/user-guide/tutorials/chaotic-systems/lorenz-system.ipynb
diff --git a/examples/chaotic-systems/logistic-map.ipynb b/examples/chaotic-systems/logistic-map.ipynb
diff --git a/examples/chaotic-systems/lorenz-system.ipynb b/examples/chaotic-systems/lorenz-system.ipynb
diff --git a/mkdocs.yml b/mkdocs.yml
@@ -183,6 +183,9 @@ nav:
               - air-passenger-benchmark: user-guide/tutorials/air-passenger-benchmark.ipynb
               - load-forecasting-benchmark: user-guide/tutorials/load-forecasting-benchmark.ipynb
               - pv-forecasting-benchmark: user-guide/tutorials/PV-forecasting-benchmark.ipynb
+          - Chaotic Systems:
+              - lorenz-system: user-guide/tutorials/chaotic-systems/lorenz-system.ipynb
+              - logistic-map: user-guide/tutorials/chaotic-systems/logistic-map.ipynb
       - How to:
           - create-a-narx-neural-network: user-guide/how-to/create-a-narx-neural-network.ipynb
           - save-and-load-models: user-guide/how-to/save-and-load-models.ipynb