[ENH] Adds PLS example datasets

.gitignore

@@ -1,5 +1,6 @@
 plsc/
 .vscode/
+docs/generated/
 
 # Byte-compiled / optimized / DLL files
 __pycache__/

.travis.yml

@@ -15,14 +15,13 @@ env:
   matrix:
     - LINTING=1
     - DOCTEST=1
-    - JOBLIB=1
+    - JOBLIB=1 PANDAS=1
 
 matrix:
   include:
   - python: 3.6
     env:
-      - COVERAGE=1
-      - JOBLIB=1
+      - COVERAGE=1 JOBLIB=1 PANDAS=1
   - python: 3.7
     dist: xenial
     sudo: required
@@ -43,6 +42,9 @@ before_install:
   - if [ "${JOBLIB}" == "1" ]; then
         pip install joblib;
     fi
+  - if [ "${PANDAS}" == "1" ]; then
+        pip install pandas;
+    fi
 
 install:
   - if [ "${DOCTEST}" == "1" ]; then

README.md

@@ -6,6 +6,7 @@ This package provides a Python interface for partial least squares (PLS) analysi
 [![CircleCI](https://circleci.com/gh/rmarkello/pyls.svg?style=shield)](https://circleci.com/gh/rmarkello/pyls)
 [![Codecov](https://codecov.io/gh/rmarkello/pyls/branch/master/graph/badge.svg)](https://codecov.io/gh/rmarkello/pyls)
 [![Documentation Status](https://readthedocs.org/projects/pyls/badge/?version=latest)](http://pyls.readthedocs.io/en/latest/?badge=latest)
+[![License](https://img.shields.io/badge/License-GPL%202.0-blue.svg)](https://opensource.org/licenses/GPL-2.0)
 
 ## Table of Contents
 

data/linnerud_exercise.csv

@@ -0,0 +1,21 @@
+,Chins,Situps,Jumps
+0,5.0,162.0,60.0
+1,2.0,110.0,60.0
+2,12.0,101.0,101.0
+3,12.0,105.0,37.0
+4,13.0,155.0,58.0
+5,4.0,101.0,42.0
+6,8.0,101.0,38.0
+7,6.0,125.0,40.0
+8,15.0,200.0,40.0
+9,17.0,251.0,250.0
+10,17.0,120.0,38.0
+11,13.0,210.0,115.0
+12,14.0,215.0,105.0
+13,1.0,50.0,50.0
+14,6.0,70.0,31.0
+15,12.0,210.0,120.0
+16,4.0,60.0,25.0
+17,11.0,230.0,80.0
+18,15.0,225.0,73.0
+19,2.0,110.0,43.0

data/linnerud_physio.csv

@@ -0,0 +1,21 @@
+,Weight,Waist,Pulse
+0,191.0,36.0,50.0
+1,189.0,37.0,52.0
+2,193.0,38.0,58.0
+3,162.0,35.0,62.0
+4,189.0,35.0,46.0
+5,182.0,36.0,56.0
+6,211.0,38.0,56.0
+7,167.0,34.0,60.0
+8,176.0,31.0,74.0
+9,154.0,33.0,56.0
+10,169.0,34.0,50.0
+11,166.0,33.0,52.0
+12,154.0,34.0,64.0
+13,247.0,46.0,50.0
+14,193.0,36.0,46.0
+15,202.0,37.0,62.0
+16,176.0,37.0,54.0
+17,157.0,32.0,52.0
+18,156.0,33.0,54.0
+19,138.0,33.0,68.0

data/wine.csv

@@ -0,0 +1,179 @@
+,alcohol,malic_acid,ash,alcalinity_of_ash,magnesium,total_phenols,flavanoids,nonflavanoid_phenols,proanthocyanins,color_intensity,hue,od280/od315_of_diluted_wines,proline
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docs/Makefile

@@ -14,7 +14,13 @@ help:
 
 .PHONY: help Makefile
 
+# For getting rid of generated docs before re-building
+clean:
+	rm -rf $(BUILDDIR)/* auto_examples/ generated/
+
+.PHONY: clean
+
 # Catch-all target: route all unknown targets to Sphinx using the new
 # "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
 %: Makefile
-	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
+	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)

docs/_static/theme_overrides.css

@@ -0,0 +1,13 @@
+/* override table width restrictions */
+@media screen and (min-width: 767px) {
+
+   .wy-table-responsive table td {
+      /* !important prevents the common CSS stylesheets from overriding
+         this as on RTD they are loaded after this stylesheet */
+      white-space: normal !important;
+   }
+
+   .wy-table-responsive {
+      overflow: visible !important;
+   }
+}

docs/_templates/class.rst

@@ -0,0 +1,12 @@
+{{ fullname }}
+{{ underline }}
+
+.. currentmodule:: {{ module }}
+
+.. autoclass:: {{ objname }}
+   :no-members:
+   :no-inherited-members:
+
+.. raw:: html
+
+    <div style='clear:both'></div>

docs/_templates/function.rst

@@ -0,0 +1,10 @@
+{{ fullname }}
+{{ underline }}
+
+.. currentmodule:: {{ module }}
+
+.. autofunction:: {{ objname }}
+
+.. raw:: html
+
+    <div style='clear:both'></div>