diff --git a/.github/workflows/sphinx_build_deploy.yml b/.github/workflows/sphinx_build_deploy.yml
new file mode 100644
index 0000000..fe90b22
--- /dev/null
+++ b/.github/workflows/sphinx_build_deploy.yml
@@ -0,0 +1,58 @@
+name: Publish Sphinx Built Webpages to Github Pages
+
+on:
+  push:
+    branches:
+      - master
+    paths:
+      - 'docs/**'
+      - 'examples/**'
+      
+jobs:
+  release: 
+    name: Build
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - name: Setup Python
+        uses: actions/setup-python@v2
+        with:
+          python-version: '3.8'
+
+#   Caching works, but then it reinstalls the regular dependencies anyway, so defeats the purpose of caching.
+#       - name: Install pip
+#         run: |
+#           python -m pip install --upgrade pip
+     
+#       - name: Get pip cache dir
+#         id: pip-cache
+#         run : echo "::set-output name=dir::$(pip cache dir)"
+          
+#       - name: Cache dependencies
+#         uses: actions/cache@v1
+#         with:
+#           path: ${{ steps.pip-cache.outputs.dir }}
+#           key: ${{ runner.os }}-pip-${{ hashFiles('**/docs/requirements.txt') }}
+#           restore-keys: |
+#             ${{ runner.os }}-pip-   
+      
+      - name: Install dependencies
+        run: |
+          sudo apt install pandoc
+          python -m pip install --upgrade pip
+          pip install -r docs/requirements.txt
+          
+      - name: Install ReadTheDocs theme
+        run: |
+          pip install sphinx_rtd_theme
+
+      - name: Build Sphinx documentation
+        run: |
+          cd docs
+          make html
+
+      - name: Deploy to gh-pages
+        uses: peaceiris/actions-gh-pages@v3
+        with:
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+          publish_dir: ./docs/build/html
diff --git a/docs/requirements.txt b/docs/requirements.txt
index 282356c..cc19438 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -3,3 +3,4 @@ nbconvert>=4.1
 enum34
 jupyter
 shapely
+numpy
diff --git a/docs/source/index.rst b/docs/source/index.rst
index d03f78d..237af52 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -11,20 +11,25 @@ The python-awips package provides a data access framework for requesting grid an
 Pip Install
 -----------
 
-- pip install python-awips
+::
+
+    pip install python-awips
+
 
 Conda Environment Install
 -------------------------
 
 To install the latest version of python-awips, with all required and optional packages:
 
-- git clone https://github.com/Unidata/python-awips.git
-- cd python-awips
-- conda env create -f environment.yml
-- conda activate python3-awips
-- conda update - -all
-- python setup.py install - -force
-- jupyter notebook examples
+::
+
+    git clone https://github.com/Unidata/python-awips.git
+    cd python-awips
+    conda env create -f environment.yml
+    conda activate python3-awips
+    python setup.py install --force
+    jupyter notebook examples
+
 
 Requirements
 ------------
diff --git a/examples/notebooks/Colored_Surface_Temperature_Plot.ipynb b/examples/notebooks/Colored_Surface_Temperature_Plot.ipynb
index cf86623..4b10da3 100644
--- a/examples/notebooks/Colored_Surface_Temperature_Plot.ipynb
+++ b/examples/notebooks/Colored_Surface_Temperature_Plot.ipynb
@@ -1,14 +1,5 @@
 {
  "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 63,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "%matplotlib inline"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -53,6 +44,7 @@
     "from cartopy.feature import ShapelyFeature\n",
     "from shapely.geometry import Polygon\n",
     "from metpy.plots import StationPlot\n",
+     "%matplotlib inline\n",
     "\n",
     "# CONUS bounding box and envelope geometry\n",
     "bbox=[-120, -70, 15, 55]\n",
diff --git a/examples/notebooks/METAR_Station_Plot_with_MetPy.ipynb b/examples/notebooks/METAR_Station_Plot_with_MetPy.ipynb
index 474d05b..9a53894 100644
--- a/examples/notebooks/METAR_Station_Plot_with_MetPy.ipynb
+++ b/examples/notebooks/METAR_Station_Plot_with_MetPy.ipynb
@@ -1,14 +1,5 @@
 {
  "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "%matplotlib inline"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -33,6 +24,7 @@
     "from metpy.plots import StationPlot, StationPlotLayout\n",
     "from metpy.units import units\n",
     "import warnings\n",
+    "%matplotlib inline\n",
     "warnings.filterwarnings(\"ignore\",category =RuntimeWarning)\n",
     "\n",
     "def get_cloud_cover(code):\n",
diff --git a/examples/notebooks/Regional_Surface_Obs_Plot.ipynb b/examples/notebooks/Regional_Surface_Obs_Plot.ipynb
index 9bfe3a0..30aa2d7 100644
--- a/examples/notebooks/Regional_Surface_Obs_Plot.ipynb
+++ b/examples/notebooks/Regional_Surface_Obs_Plot.ipynb
@@ -1,14 +1,5 @@
 {
  "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "%matplotlib inline"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -35,6 +26,7 @@
     "from metpy.calc import wind_components\n",
     "from metpy.plots import simple_layout, StationPlot, StationPlotLayout\n",
     "import warnings\n",
+    "%matplotlib inline\n",
     "\n",
     "def get_cloud_cover(code):\n",
     "    if 'OVC' in code:\n",