Add Jupyter notebooks

yzhao062 · Aug 1, 2019 · 48a06da · 48a06da
1 parent 83dbed3
commit 48a06da
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Showing 6 changed files with 265 additions and 9 deletions.
diff --git a/README.rst b/README.rst
@@ -14,6 +14,11 @@ combo: A Python Toolbox for Machine Learning Model Combination
    :alt: Documentation Status
 
 
+.. image:: https://mybinder.org/badge_logo.svg
+   :target: https://mybinder.org/v2/gh/yzhao062/combo/master
+   :alt: Binder
+
+
 .. image:: https://img.shields.io/github/stars/yzhao062/combo.svg
    :target: https://github.com/yzhao062/combo/stargazers
    :alt: GitHub stars
@@ -234,12 +239,12 @@ Anomaly Detection    Locally Selective Combination (LSCP)
 
 
 **The comparison among selected implemented models** is made available below
-(\ `Figure <https://raw.githubusercontent.com/yzhao062/combo/master/examples/ALL.png>`_\ ,
+(\ `Figure <https://raw.githubusercontent.com/yzhao062/combo/master/examples/compare_selected_classifiers.png>`_\ ,
 `compare_selected_classifiers.py <https://github.com/yzhao062/combo/blob/master/examples/compare_selected_classifiers.py>`_\).
 
 
-.. image:: https://raw.githubusercontent.com/yzhao062/combo/master/examples/ALL.png
-   :target: https://raw.githubusercontent.com/yzhao062/combo/master/examples/ALL.png
+.. image:: https://raw.githubusercontent.com/yzhao062/combo/master/examples/compare_selected_classifiers.png
+   :target: https://raw.githubusercontent.com/yzhao062/combo/master/examples/compare_selected_classifiers.png
    :alt: Comparison of Selected Models
 
 

diff --git a/docs/figs/ALL.png b/docs/figs/ALL.png
diff --git a/docs/index.rst b/docs/index.rst
@@ -19,6 +19,10 @@ Welcome to combo's documentation!
    :alt: Documentation Status
 
 
+.. image:: https://mybinder.org/badge_logo.svg
+   :target: https://mybinder.org/v2/gh/yzhao062/combo/master
+   :alt: Binder
+
 .. image:: https://img.shields.io/github/stars/yzhao062/combo.svg
    :target: https://github.com/yzhao062/combo/stargazers
    :alt: GitHub stars
@@ -179,12 +183,12 @@ Anomaly Detection    Locally Selective Combination (LSCP)
 
 
 **The comparison among selected implemented models** is made available below
-(\ `Figure <https://raw.githubusercontent.com/yzhao062/combo/master/examples/ALL.png>`_\ ,
+(\ `Figure <https://raw.githubusercontent.com/yzhao062/combo/master/examples/compare_selected_classifiers.png>`_\ ,
 `compare_selected_classifiers.py <https://github.com/yzhao062/combo/blob/master/examples/compare_selected_classifiers.py>`_\).
 
 
-.. image:: https://raw.githubusercontent.com/yzhao062/combo/master/examples/ALL.png
-   :target: https://raw.githubusercontent.com/yzhao062/combo/master/examples/ALL.png
+.. image:: https://raw.githubusercontent.com/yzhao062/combo/master/examples/compare_selected_classifiers.png
+   :target: https://raw.githubusercontent.com/yzhao062/combo/master/examples/compare_selected_classifiers.png
    :alt: Comparison of Selected Models
 
 

diff --git a/examples/ALL.png → examples/compare_selected_classifiers.png b/examples/ALL.png → examples/compare_selected_classifiers.png
diff --git a/examples/compare_selected_classifiers.py b/examples/compare_selected_classifiers.py
@@ -5,8 +5,6 @@
 # Author: Yue Zhao <zhaoy@cmu.edu>
 # License: BSD 2 clause
 
-from __future__ import division
-from __future__ import print_function
 
 import os
 import sys
@@ -131,5 +129,5 @@
         subplot.set_ylim((-7, 7))
     plt.subplots_adjust(0.04, 0.1, 0.96, 0.94, 0.1, 0.26)
     plt.suptitle("Model Combination")
-plt.savefig('ALL.png', dpi=300)
+plt.savefig('compare_selected_classifiers.png', dpi=300)
 plt.show()
diff --git a/notebooks/compare_selected_classifiers.ipynb b/notebooks/compare_selected_classifiers.ipynb