Updating to numpy style docs

Author: raghukiran1224

codeflare/pipelines/Datamodel.py

@@ -14,6 +14,15 @@ class Xy:
     """
     Holder class for Xy, where X is array-like and y is array-like. This is the base
     data structure for fully materialized X and y.
+
+    Examples
+    --------
+    .. code-block:: python
+
+        x = np.array([1.0, 2.0, 4.0, 5.0])
+        y = np.array(['odd', 'even', 'even', 'odd'])
+        xy = Xy(x, y)
+
     """
 
     def __init__(self, X, y):

docs/source/conf.py

@@ -30,7 +30,7 @@
 # Add any Sphinx extension module names here, as strings. They can be
 # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
 # ones.
-extensions = ['sphinx.ext.todo', 'sphinx.ext.viewcode', 'sphinx.ext.autodoc'
+extensions = ['sphinx.ext.todo', 'sphinx.ext.viewcode', 'sphinx.ext.autodoc', 'numpydoc', 'sphinx.ext.autosummary'
 ]
 
 # Add any paths that contain templates here, relative to this directory.
@@ -39,15 +39,22 @@
 # List of patterns, relative to source directory, that match files and
 # directories to ignore when looking for source files.
 # This pattern also affects html_static_path and html_extra_path.
-exclude_patterns = ['*tests*']
+exclude_patterns = ['*tests*', '*test*']
 
+numpydoc_show_class_members = True
+
+class_members_toctree = False
+
+pygments_style = 'sphinx'
+
+autodoc_mock_imports = ['codeflare.pipelines.tests']
 
 # -- Options for HTML output -------------------------------------------------
 
 # The theme to use for HTML and HTML Help pages.  See the documentation for
 # a list of builtin themes.
 #
-html_theme = 'alabaster'
+html_theme = 'sphinx_rtd_theme'
 
 # 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,