From d94d890b466ae07d44d1ac174f809cdd607ce905 Mon Sep 17 00:00:00 2001
From: KX79WQ <max.baak@ing.com>
Date: Wed, 29 Apr 2020 18:16:20 +0200
Subject: [PATCH] Small updates to documentation

---
 CHANGES.rst               | 5 +++--
 README.rst                | 3 ++-
 docs/source/tutorials.rst | 8 ++++----
 3 files changed, 9 insertions(+), 7 deletions(-)

diff --git a/CHANGES.rst b/CHANGES.rst
index 1bd01b55..f3b34f55 100644
--- a/CHANGES.rst
+++ b/CHANGES.rst
@@ -2,7 +2,8 @@
 Release notes
 =============
 
-Version 0.3.1, March 2020
+Version 0.3.1, April 2020
 -------------------------
 
-Released the first open-source version op popmon.
+* Released the first open-source version op popmon.
+* Please see documentation for full details: https://popmon.readthedocs.io
diff --git a/README.rst b/README.rst
index f344cf9a..63b58788 100644
--- a/README.rst
+++ b/README.rst
@@ -5,6 +5,7 @@ Population Shift Monitoring
 * Version: 0.3.1. Released: April 2020
 * Documentation: https://popmon.readthedocs.io
 * Repository: https://github.com/ing-bank/popmon
+* Authors: ING Wholesale Banking Advanced Analytics
 
 .. figure:: https://github.com/ing-bank/popmon/blob/master/docs/source/assets/popmon-logo.png
    :width: 300px
@@ -124,4 +125,4 @@ Please note that ING WBAA provides support only on a best-effort basis.
 
 License
 =======
-`popmon` is completely free, open-source and licensed under the `MIT license <https://en.wikipedia.org/wiki/MIT_License>`_.
+Copyright ING WBAA. `popmon` is completely free, open-source and licensed under the `MIT license <https://en.wikipedia.org/wiki/MIT_License>`_.
diff --git a/docs/source/tutorials.rst b/docs/source/tutorials.rst
index aa84de9b..5c080b8f 100644
--- a/docs/source/tutorials.rst
+++ b/docs/source/tutorials.rst
@@ -8,8 +8,8 @@ The tutorials are available in the ``popmon/notebooks`` directory. We have:
 * A basic tutorial: this covers generating a stability report from a DataFrame, as well as various simple configurations.
 * Incremental data: a tutorial showing how to stitch the histograms of incremental (batch-wise) datasets and to generate reports from those.
 
-You can open these notebooks directly:
-
-* Run them interactively at `MyBinder <https://mybinder.org/v2/gh/ing-bank/popmon/master?filepath=popmon%2Fnotebooks>`_.
-* View them statically: `detailed example tutorial <https://nbviewer.jupyter.org/github/ing-bank/popmon/blob/master/popmon/notebooks/popmon_tutorial_advanced.ipynb>`_ and `basic tutorial <https://nbviewer.jupyter.org/github/ing-bank/popmon/blob/master/popmon/notebooks/popmon_tutorial_basic.ipynb>`_ and `incremental datasets <https://nbviewer.jupyter.org/github/ing-bank/popmon/blob/master/popmon/notebooks/popmon_tutorial_incremental_data.ipynb>`_.
+You can see these notebooks here:
 
+* `detailed example <https://nbviewer.jupyter.org/github/ing-bank/popmon/blob/master/popmon/notebooks/popmon_tutorial_advanced.ipynb>`_
+* `basic tutorial <https://nbviewer.jupyter.org/github/ing-bank/popmon/blob/master/popmon/notebooks/popmon_tutorial_basic.ipynb>`_
+* `incremental datasets <https://nbviewer.jupyter.org/github/ing-bank/popmon/blob/master/popmon/notebooks/popmon_tutorial_incremental_data.ipynb>`_.