Merge branch 'master' of https://github.com/bfortuner/ml-cheatsheet

README.md

@@ -1,6 +1,6 @@
 # Machine Learning Cheatsheet
 
-[View The Cheatsheet](http://ml-glossary.readthedocs.io/en/latest/)
+[View The Cheatsheet](http://ml-cheatsheet.readthedocs.io/en/latest/)
 
 ## How To Contribute
 
@@ -14,6 +14,7 @@ git clone https://github.com/bfortuner/ml-glossary
 # Assumes you have the usual suspects installed: numpy, scipy, etc..
 pip install sphinx sphinx-autobuild
 pip install sphinx_rtd_theme
+pip install recommonmark
 ```
 
 3. Preview Changes

docs/linear_regression.rst

@@ -12,7 +12,7 @@ Linear Regression
 Introduction
 ============
 
-Linear Regression :ref:`attribute <glossary_attribute>` is a supervised machine learning algorithm where the predicted output is continuous and has a constant slope. Is used to predict values within a continuous range. (e.g. sales, price) rather than trying to classify them into categories (e.g. cat, dog). There are two main types:
+Linear Regression is a supervised machine learning algorithm where the predicted output is continuous and has a constant slope. Is used to predict values within a continuous range. (e.g. sales, price) rather than trying to classify them into categories (e.g. cat, dog). There are two main types:
 
 .. rubric:: Simple regression