fix #222 #88 model persistence

Author: yzhao062

README.rst

@@ -284,7 +284,7 @@ PyOD takes a similar approach of sklearn regarding model persistence.
 See `model persistence <https://scikit-learn.org/stable/modules/model_persistence.html>`_ for clarification.
 
 In short, we recommend to use joblib or pickle for saving and loading PyOD models.
-See `"examples/save_load_model_example.py" <https://github.com/yzhao062/pyod/blob/master/examples/save_load_model_example.py>`_ for an example
+See `"examples/save_load_model_example.py" <https://github.com/yzhao062/pyod/blob/master/examples/save_load_model_example.py>`_ for an example.
 In short, it is simple as below:
 
    .. code-block:: python

docs/about.rst

@@ -5,7 +5,7 @@ About us
 Core Development Team
 ---------------------
 
-Yue Zhao (Ph.D. Student @ Carnegie Mellon University; MSc in Computer Science from University of Toronto):
+Yue Zhao (Ph.D. Student @ Carnegie Mellon University):
 
 - Initialized the project in 2017
 - `Homepage <https://www.andrew.cmu.edu/user/yuezhao2/>`_
@@ -28,7 +28,7 @@ Yahya Almardeny (Software Systems & Machine Learning Engineer @ TSSG):
 
 Antônio Pedro Camargo (University of Campinas)
 
-- Joined in 2020 (Our Conda Maintainer)
+- Joined in 2020 (our Conda maintainer)
 - `GitHub (Antônio Pedro Camargo) <https://github.com/apcamargo>`_
 
 Dr Andrij Vasylenko (Research Associate @ University of Liverpool)

docs/conf.py

@@ -25,7 +25,7 @@
 # -- Project information -----------------------------------------------------
 
 project = 'pyod'
-copyright = '2019, Yue Zhao'
+copyright = '2020, Yue Zhao'
 author = 'Yue Zhao'
 
 # The short X.Y version

docs/model_persistence.rst

@@ -5,7 +5,7 @@ PyOD takes a similar approach of sklearn regarding model persistence.
 See `model persistence <https://scikit-learn.org/stable/modules/model_persistence.html>`_ for clarification.
 
 In short, we recommend to use joblib or pickle for saving and loading PyOD models.
-See `"examples/save_load_model_example.py" <https://github.com/yzhao062/pyod/blob/master/examples/save_load_model_example.py>`_ for an example
+See `"examples/save_load_model_example.py" <https://github.com/yzhao062/pyod/blob/master/examples/save_load_model_example.py>`_ for an example.
 In short, it is simple as below:
 
    .. code-block:: python