Update readme and tweak docs config

.gitignore

@@ -149,3 +149,9 @@ docs/api
 docs/whatsnew/latest_changelog.txt
 xrayvision/version.py
 htmlcov/
+sg_execution_times.rst
+
+.DS_Store
+
+# IDE
+.idea

README.rst

@@ -1,63 +1,46 @@
-XRAYVISION  - X-RAY VIsibility Synthesis ImagiNg
-================================================
+XRAYVISION - X-RAY VIsibility Synthesis ImagiNg
+===============================================
 
 |Powered By| |Build Status| |Doc Status| |Python Versions|
 
+.. |Powered By| image:: http://img.shields.io/badge/powered%20by-SunPy-orange.svg?style=flat
+    :target: https://www.sunpy.org
+    :alt: Powered by SunPy Badge
+
+.. |Build Status| image:: https://github.com/TCDSolar/xrayvision/actions/workflows/ci.yaml/badge.svg
+    :target: https://github.com/TCDSolar/xrayvision/actions/workflows/ci.yaml
+    :alt: Build Status
+
+.. |Doc Status| image:: https://readthedocs.org/projects/xrayvision/badge/?version=stable
+    :target: https://xrayvision.readthedocs.io/en/latest/?badge=stable
+    :alt: Documentation Status
+
+.. |Python Versions| image:: https://img.shields.io/pypi/pyversions/xrayvisim
+    :target: https://pypi.python.org/pypi/xrayvisim/
+    :alt: Python Versions
+
 XRAYVISION is an open-source Python library for Fourier or synthesis imaging of X-Rays. The most
 common usage of this technique is radio interferometry however there have been a number of solar
 X-ray missions which also use this technique but obtain the visibilities via a different method.
 
 Installation
 ------------
 
-Requirements: Python3.6+, SunPy0.8+
-
-As XRAYVISION is still a work in progress it has not been release to PyPI yet. The recommended way
-to install XRAYVISION is via pip from git.
+It is strongly advised that you use and isolated environment through python's venv, virturalenv, anaconda or similar.
 
-.. code:: bash
+.. code-block::
 
-    pip install git+https://github.com/sunpy/xrayvision.git
+    pip install xrayvision
 
 Usage
 -----
 
-.. code:: python
-
-    from astropy import units as u
-
-    from xrayvision.visibility import RHESSIVisibility
-    from xrayvision import SAMPLE_RHESSI_VISIBILITIES
-
-    rhessi_vis = RHESSIVisibility.from_fits_file(SAMPLE_RHESSI_VISIBILITIES)
-    rhessi_map = rhessi_vis.to_map(shape=(65, 65), pixel_size=[4., 4.] * u.arcsec)
-    rhessi_map.peek()
-
-
 Getting Help
 ------------
 
-
-
 Contributing
-~~~~~~~~~~~~
-When you are interacting with the SunPy community you are asked to
-follow our `Code of Conduct`_.
-
-.. |Powered By| image:: http://img.shields.io/badge/powered%20by-SunPy-orange.svg?style=flat
-    :target: http://www.sunpy.org
-    :alt: Powered by SunPy Badge
-
-.. |Build Status| image:: https://travis-ci.org/sunpy/xrayvision.svg?branch=master
-    :target: https://travis-ci.org/sunpy/xrayvision
-    :alt: Travis-CI build status
-
-.. |Doc Status| image:: https://readthedocs.org/projects/xrayvision/badge/?version=latest
-    :target: http://xrayvision.readthedocs.io/en/latest/?badge=latest
-    :alt: Documentation Status
-
-.. |Python Versions| image:: https://img.shields.io/badge/python-3.6-blue.svg
-    :target: https://www.python.org/downloads/release/python-360/
-    :alt: Python Versions
+------------
+When you are interacting with the community you are asked to
+follow the `Code of Conduct`_.
 
 .. _Code of Conduct: http://docs.sunpy.org/en/stable/coc.html

docs/conf.py

@@ -70,14 +70,10 @@
 
 # Example configuration for intersphinx: refer to the Python standard library.
 intersphinx_mapping = {
-    'python': ('https://docs.python.org/3/',
-               (None, 'http://data.astropy.org/intersphinx/python3.inv')),
-    'numpy': ('https://docs.scipy.org/doc/numpy/',
-              (None, 'http://data.astropy.org/intersphinx/numpy.inv')),
-    'scipy': ('https://docs.scipy.org/doc/scipy/reference/',
-              (None, 'http://data.astropy.org/intersphinx/scipy.inv')),
-    'matplotlib': ('https://matplotlib.org/',
-                   (None, 'http://data.astropy.org/intersphinx/matplotlib.inv')),
+    'python': ('https://docs.python.org/3/', (None, 'http://data.astropy.org/intersphinx/python3.inv')),
+    'numpy': ('https://docs.scipy.org/doc/numpy/', (None, 'http://data.astropy.org/intersphinx/numpy.inv')),
+    'scipy': ('https://docs.scipy.org/doc/scipy/reference/', (None, 'http://data.astropy.org/intersphinx/scipy.inv')),
+    'matplotlib': ('https://matplotlib.org/', (None, 'http://data.astropy.org/intersphinx/matplotlib.inv')),
     'astropy': ('http://docs.astropy.org/en/stable/', None),
     'sunpy': ('https://docs.sunpy.org/en/stable/', None)}
 
@@ -88,6 +84,11 @@
 
 html_theme = 'pydata_sphinx_theme'
 
+html_theme_options = {
+    "logo": {
+        "text": "xrayision"
+    },
+}
 
 # Add any paths that contain custom static files (such as style sheets) here,
 # relative to this directory. They are copied after the builtin static files,