Update links/imports for notebook

Author: shuds13

README.rst

@@ -98,7 +98,7 @@ Try some other examples live in Colab.
 | Surrogate model generation with gpCAM.                        | |Surrogate Modeling|                |
 +---------------------------------------------------------------+-------------------------------------+
 
-There are many more examples in the `Community Examples repository`_ and `regression tests`_.
+There are many more examples in the `regression tests`_ and `Community Examples repository`_.
 
 Resources
 =========
@@ -181,4 +181,4 @@ Resources
   :target:  http://colab.research.google.com/github/Libensemble/libensemble/blob/develop/examples/tutorials/aposmm/aposmm_tutorial_notebook.ipynb
 
 .. |Surrogate Modeling| image:: https://colab.research.google.com/assets/colab-badge.svg
-  :target:  https://colab.research.google.com/github/Libensemble/libensemble/blob/examples/gpcam_notebook/examples/tutorials/gpcam_surrogate_model/gpcam.ipynb
+  :target:  https://colab.research.google.com/github/Libensemble/libensemble/blob/develop/examples/tutorials/gpcam_surrogate_model/gpcam.ipynb

examples/tutorials/gpcam_surrogate_model/gpcam.ipynb

@@ -34,9 +34,8 @@
    "source": [
     "import sys\n",
     "if 'google.colab' in sys.modules:\n",
-    "    #!pip install libensemble\n",
-    "    !pip install git+https://github.com/Libensemble/libensemble.git@examples/gpcam_notebook  ################ tmp\n",
-    "    # Prevent downgraded numpy in colab due to preinstalls - \n",
+    "    !pip install libensemble\n",
+    "    # Prevent downgraded numpy in colab due to preinstalls\n",
     "    !pip install --upgrade --force-reinstall numpy==2.1.1 scipy gpcam fvgp"
    ]
   },