Recommend installing optional dependencies for examples in the actual scripts

examples/README.rst

@@ -16,6 +16,14 @@ Available Examples
 Dependencies
 ------------
 
+**Recommended Installation:**
+
+To run all examples without dependency issues, we recommend installing mach with all optional dependencies::
+
+    pip install mach-beamform[all]
+
+This includes all visualization, data loading, and example-specific dependencies.
+
 **Additional common dependencies:**
 
 - ``matplotlib``: Required for visualizations

examples/doppler.py

@@ -30,6 +30,16 @@
    https://www.biomecardio.com/MUST/index.html
 """
 
+# %%
+# .. note::
+#    To run this example, we recommend installing mach with all optional dependencies:
+#
+#    .. code-block:: bash
+#
+#       pip install mach-beamform[all]
+#
+#    This ensures all dependencies for the examples are available.
+
 # %%
 # Import Required Libraries
 # -------------------------

examples/plane_wave_compound.py

@@ -19,6 +19,16 @@
 - Dataset from PICMUS challenge (https://www.creatis.insa-lyon.fr/Challenge/IEEE_IUS_2016/)
 """
 
+# %%
+# .. note::
+#    To run this example, we recommend installing mach with all optional dependencies:
+#
+#    .. code-block:: bash
+#
+#       pip install mach-beamform[all]
+#
+#    This ensures all dependencies for the examples are available.
+
 # %%
 # Import Required Libraries
 # -------------------------