Update gpCAM notebook

Author: shuds13

CHANGELOG.rst

@@ -42,7 +42,7 @@ Documentation:
 :Note:
 
 * Tests were run on Linux and MacOS with Python versions 3.10, 3.11, 3.12, 3.13
-* Heterogeneous workflows tested on Aurora (ALCF), Polaris (ALCF), LUMI ((EuroHPC JU)), and Perlmutter (NERSC).
+* Heterogeneous workflows tested on Aurora (ALCF), Polaris (ALCF), LUMI (EuroHPC JU), and Perlmutter (NERSC).
 
 :Known Issues:
 

examples/tutorials/gpcam_surrogate_model/gpcam.ipynb

@@ -20,10 +20,7 @@
     "Ensure that libEnsemble, and gpCAM are installed via: `pip install libensemble gpcam`\n",
     "    \n",
     "> **Note that for notebooks** the multiprocessing start method should be set to `fork` (default on Linux).\n",
-    "> To use with `spawn` (default on Windows and macOS), use the `multiprocess` library.\n",
-    "\n",
-    "> **Note:** If using **Colab** the cell below installs gpCAM and prevents Colab downgrading numpy due to pre-installs.\n",
-    "> Restart session when prompted (the warnings can be ignored)."
+    "> To use with `spawn` (default on Windows and macOS), use the `multiprocess` library."
    ]
   },
   {
@@ -35,8 +32,7 @@
     "import sys\n",
     "if 'google.colab' in sys.modules:\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"
+    "    !pip install gpcam"
    ]
   },
   {