diff --git a/docs/source/notebooks/MACS_User_notebook.ipynb b/docs/source/notebooks/MACS_User_notebook.ipynb
index 030074d..953131b 100644
--- a/docs/source/notebooks/MACS_User_notebook.ipynb
+++ b/docs/source/notebooks/MACS_User_notebook.ipynb
@@ -17,17 +17,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 79,
+   "execution_count": 1,
    "id": "7a8918f4",
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install -q git+https://github.com/thallor1/pyMACS.git requests"
+    "#!pip install -q git+https://github.com/thallor1/pyMACS.git requests"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 80,
+   "execution_count": 2,
    "id": "910b0952",
    "metadata": {},
    "outputs": [],
@@ -38,7 +38,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 81,
+   "execution_count": 3,
    "id": "b641a6fa-635c-42d9-8f80-9e4e864189a4",
    "metadata": {},
    "outputs": [],
@@ -57,7 +57,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 82,
+   "execution_count": 4,
    "id": "c124891d-e194-48b8-b4b1-2c0c0b9c8126",
    "metadata": {
     "editable": true,
@@ -111,7 +111,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 83,
+   "execution_count": 5,
    "id": "df544de4-a1f5-4337-a40b-7dad043958d2",
    "metadata": {},
    "outputs": [
@@ -170,7 +170,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/mnt/c/Users/tjh/OneDrive - NIST/GitHub/pyMACS/pyMACS/scripting/resfunc.py:588: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n",
+      "/home/tjh/mambaforge/envs/mantid/lib/python3.10/site-packages/pyMACS/scripting/resfunc.py:588: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n",
       "  fig.show()\n"
      ]
     },
@@ -207,7 +207,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 84,
+   "execution_count": 6,
    "id": "2164a7db-b31c-4ef2-8427-01d3deaade65",
    "metadata": {},
    "outputs": [],
@@ -230,7 +230,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 85,
+   "execution_count": 7,
    "id": "d98cf19a-45ed-42d1-8f81-fcb8fb0e0cdd",
    "metadata": {},
    "outputs": [
@@ -238,7 +238,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/tmp/ipykernel_32879/1738536076.py:61: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n",
+      "/tmp/ipykernel_95747/1738536076.py:61: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n",
       "  fig.show()\n"
      ]
     },
@@ -329,20 +329,20 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 86,
+   "execution_count": 8,
    "id": "ec9a8525-2394-4b6e-9fb0-ac2703ecae5b",
    "metadata": {},
    "outputs": [
     {
      "ename": "FileNotFoundError",
-     "evalue": "[Errno 2] No such file or directory: '/mnt/c/Users/tjh/OneDrive - NIST/GitHub/pyMACS/pyMACS/scripting/interp_fwhm/MACS_Ef_3p7_interp_dQx.pck'",
+     "evalue": "[Errno 2] No such file or directory: '/home/tjh/mambaforge/envs/mantid/lib/python3.10/site-packages/pyMACS/scripting/interp_fwhm/MACS_Ef_3p7_interp_dQx.pck'",
      "output_type": "error",
      "traceback": [
       "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
       "\u001b[0;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[86], line 6\u001b[0m\n\u001b[1;32m      4\u001b[0m omegas \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mlinspace(\u001b[38;5;241m0\u001b[39m,\u001b[38;5;241m10\u001b[39m,\u001b[38;5;241m50\u001b[39m)\n\u001b[1;32m      5\u001b[0m macs_instr\u001b[38;5;241m.\u001b[39mkidney\u001b[38;5;241m.\u001b[39mEf\u001b[38;5;241m=\u001b[39mmacsEf\n\u001b[0;32m----> 6\u001b[0m interp_dQx, interp_dQz, interp_dE \u001b[38;5;241m=\u001b[39m \u001b[43mmacs_instr\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mload_res_fwhm_interp_objects\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m      7\u001b[0m \u001b[38;5;66;03m#These interpolators require input in terms of lab fram, not H,K,L. This is done in the following way.\u001b[39;00m\n\u001b[1;32m      8\u001b[0m qx1,qz1 \u001b[38;5;241m=\u001b[39m macs_instr\u001b[38;5;241m.\u001b[39msample\u001b[38;5;241m.\u001b[39mHKL_to_QxQz(H1,K1,L1)\n",
-      "File \u001b[0;32m/mnt/c/Users/tjh/OneDrive - NIST/GitHub/pyMACS/pyMACS/virtualMACS.py:1094\u001b[0m, in \u001b[0;36mVirtualMACS.load_res_fwhm_interp_objects\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m   1092\u001b[0m     f_dQx \u001b[38;5;241m=\u001b[39m interp_dir\u001b[38;5;241m+\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMACS_Ef_3p7_interp_dQx.pck\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m   1093\u001b[0m     f_dQz \u001b[38;5;241m=\u001b[39m interp_dir\u001b[38;5;241m+\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMACS_Ef_3p7_interp_dQz.pck\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m-> 1094\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28;43mopen\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mf_dQx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mrb\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m \u001b[38;5;28;01mas\u001b[39;00m input_file:\n\u001b[1;32m   1095\u001b[0m     interp_dQx \u001b[38;5;241m=\u001b[39m pickle\u001b[38;5;241m.\u001b[39mload(input_file)\n\u001b[1;32m   1096\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28mopen\u001b[39m(f_dQz, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrb\u001b[39m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;28;01mas\u001b[39;00m input_file:\n",
-      "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '/mnt/c/Users/tjh/OneDrive - NIST/GitHub/pyMACS/pyMACS/scripting/interp_fwhm/MACS_Ef_3p7_interp_dQx.pck'"
+      "Cell \u001b[0;32mIn[8], line 6\u001b[0m\n\u001b[1;32m      4\u001b[0m omegas \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mlinspace(\u001b[38;5;241m0\u001b[39m,\u001b[38;5;241m10\u001b[39m,\u001b[38;5;241m50\u001b[39m)\n\u001b[1;32m      5\u001b[0m macs_instr\u001b[38;5;241m.\u001b[39mkidney\u001b[38;5;241m.\u001b[39mEf\u001b[38;5;241m=\u001b[39mmacsEf\n\u001b[0;32m----> 6\u001b[0m interp_dQx, interp_dQz, interp_dE \u001b[38;5;241m=\u001b[39m \u001b[43mmacs_instr\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mload_res_fwhm_interp_objects\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m      7\u001b[0m \u001b[38;5;66;03m#These interpolators require input in terms of lab fram, not H,K,L. This is done in the following way.\u001b[39;00m\n\u001b[1;32m      8\u001b[0m qx1,qz1 \u001b[38;5;241m=\u001b[39m macs_instr\u001b[38;5;241m.\u001b[39msample\u001b[38;5;241m.\u001b[39mHKL_to_QxQz(H1,K1,L1)\n",
+      "File \u001b[0;32m~/mambaforge/envs/mantid/lib/python3.10/site-packages/pyMACS/virtualMACS.py:1094\u001b[0m, in \u001b[0;36mVirtualMACS.load_res_fwhm_interp_objects\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m   1092\u001b[0m     f_dQx \u001b[38;5;241m=\u001b[39m interp_dir\u001b[38;5;241m+\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMACS_Ef_3p7_interp_dQx.pck\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m   1093\u001b[0m     f_dQz \u001b[38;5;241m=\u001b[39m interp_dir\u001b[38;5;241m+\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMACS_Ef_3p7_interp_dQz.pck\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m-> 1094\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28;43mopen\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mf_dQx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mrb\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m \u001b[38;5;28;01mas\u001b[39;00m input_file:\n\u001b[1;32m   1095\u001b[0m     interp_dQx \u001b[38;5;241m=\u001b[39m pickle\u001b[38;5;241m.\u001b[39mload(input_file)\n\u001b[1;32m   1096\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28mopen\u001b[39m(f_dQz, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrb\u001b[39m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;28;01mas\u001b[39;00m input_file:\n",
+      "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '/home/tjh/mambaforge/envs/mantid/lib/python3.10/site-packages/pyMACS/scripting/interp_fwhm/MACS_Ef_3p7_interp_dQx.pck'"
      ]
     }
    ],
@@ -373,22 +373,6 @@
     "ax.set_title(f\"Energy Resolution at [{H1:.2f},{K1:.2f},{L1:.2f}] point, MACS Ef={macsEf}\",fontsize=10)\n",
     "\n"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "4a0c237f-7ce1-4d1d-a72d-b8aba53a4911",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "d3b59da7-183f-4969-828d-63a6f7ba9963",
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {