From 76828098f3a8fca62aaad857811815aae910c137 Mon Sep 17 00:00:00 2001
From: Kai Staats <github@overthesun.com>
Date: Tue, 6 Jun 2017 21:16:29 -0700
Subject: [PATCH] v1.0.3 update

---
 ...ra_information_about_the_Iris_data_set.pdf | Bin 0 -> 66921 bytes
 files/Iris_dataset/README..txt                |  69 ++++++++
 .../data_IRIS_setosa-vs-versicolor_3-col.csv  | 101 ++++++++++++
 .../data_IRIS_setosa-vs-versicolor_4-col.csv  | 101 ++++++++++++
 ...ata_IRIS_versicolor-vs-virginica_3-col.csv | 100 ++++++++++++
 ...ata_IRIS_versicolor-vs-virginica_4-col.csv | 101 ++++++++++++
 .../data_IRIS_virginica-vs-setosa_3-col.csv   | 101 ++++++++++++
 .../data_IRIS_virginica-vs-setosa_4-col.csv   | 101 ++++++++++++
 files/Iris_dataset/iris_data_corrected.csv    | 150 +++++++++++++++++
 files/Iris_dataset/iris_data_original.csv     | 151 ++++++++++++++++++
 files/coefficients.csv                        |  11 ++
 files/data_CLASSIFY.csv                       | 151 ++++++++++++++++++
 files/data_MATCH.csv                          |   6 +
 files/data_PLAY.csv                           |   6 +
 files/data_REGRESS.csv                        |  10 ++
 files/operators_CLASSIFY.csv                  |   5 +
 files/operators_MATCH.csv                     |   5 +
 files/operators_PLAY.csv                      |   5 +
 files/operators_REGRESS.csv                   |   5 +
 files/templates/data_iris_2-class.csv         | 101 ++++++++++++
 files/templates/data_iris_3-class.csv         | 151 ++++++++++++++++++
 files/templates/data_kepler.csv               |  10 ++
 files/templates/data_power.csv                |   6 +
 files/templates/data_sqrt.csv                 |  10 ++
 files/templates/data_sum.csv                  |  11 ++
 files/templates/data_trig.csv                 |   4 +
 files/templates/operators_list.txt            |  40 +++++
 27 files changed, 1512 insertions(+)
 create mode 100644 files/Iris_dataset/A_little_extra_information_about_the_Iris_data_set.pdf
 create mode 100644 files/Iris_dataset/README..txt
 create mode 100644 files/Iris_dataset/data_IRIS_setosa-vs-versicolor_3-col.csv
 create mode 100644 files/Iris_dataset/data_IRIS_setosa-vs-versicolor_4-col.csv
 create mode 100644 files/Iris_dataset/data_IRIS_versicolor-vs-virginica_3-col.csv
 create mode 100644 files/Iris_dataset/data_IRIS_versicolor-vs-virginica_4-col.csv
 create mode 100644 files/Iris_dataset/data_IRIS_virginica-vs-setosa_3-col.csv
 create mode 100644 files/Iris_dataset/data_IRIS_virginica-vs-setosa_4-col.csv
 create mode 100644 files/Iris_dataset/iris_data_corrected.csv
 create mode 100644 files/Iris_dataset/iris_data_original.csv
 create mode 100644 files/coefficients.csv
 create mode 100644 files/data_CLASSIFY.csv
 create mode 100644 files/data_MATCH.csv
 create mode 100644 files/data_PLAY.csv
 create mode 100644 files/data_REGRESS.csv
 create mode 100644 files/operators_CLASSIFY.csv
 create mode 100644 files/operators_MATCH.csv
 create mode 100644 files/operators_PLAY.csv
 create mode 100644 files/operators_REGRESS.csv
 create mode 100644 files/templates/data_iris_2-class.csv
 create mode 100644 files/templates/data_iris_3-class.csv
 create mode 100644 files/templates/data_kepler.csv
 create mode 100644 files/templates/data_power.csv
 create mode 100644 files/templates/data_sqrt.csv
 create mode 100644 files/templates/data_sum.csv
 create mode 100644 files/templates/data_trig.csv
 create mode 100644 files/templates/operators_list.txt

diff --git a/files/Iris_dataset/A_little_extra_information_about_the_Iris_data_set.pdf b/files/Iris_dataset/A_little_extra_information_about_the_Iris_data_set.pdf
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diff --git a/files/Iris_dataset/README..txt b/files/Iris_dataset/README..txt
new file mode 100644
index 0000000..062b486
--- /dev/null
+++ b/files/Iris_dataset/README..txt
@@ -0,0 +1,69 @@
+1. Title: Iris Plants Database
+	Updated Sept 21 by C.Blake - Added discrepency information
+
+2. Sources:
+     (a) Creator: R.A. Fisher
+     (b) Donor: Michael Marshall (MARSHALL%PLU@io.arc.nasa.gov)
+     (c) Date: July, 1988
+
+3. Past Usage:
+   - Publications: too many to mention!!!  Here are a few.
+   1. Fisher,R.A. "The use of multiple measurements in taxonomic problems"
+      Annual Eugenics, 7, Part II, 179-188 (1936); also in "Contributions
+      to Mathematical Statistics" (John Wiley, NY, 1950).
+   2. Duda,R.O., & Hart,P.E. (1973) Pattern Classification and Scene Analysis.
+      (Q327.D83) John Wiley & Sons.  ISBN 0-471-22361-1.  See page 218.
+   3. Dasarathy, B.V. (1980) "Nosing Around the Neighborhood: A New System
+      Structure and Classification Rule for Recognition in Partially Exposed
+      Environments".  IEEE Transactions on Pattern Analysis and Machine
+      Intelligence, Vol. PAMI-2, No. 1, 67-71.
+      -- Results:
+         -- very low misclassification rates (0% for the setosa class)
+   4. Gates, G.W. (1972) "The Reduced Nearest Neighbor Rule".  IEEE 
+      Transactions on Information Theory, May 1972, 431-433.
+      -- Results:
+         -- very low misclassification rates again
+   5. See also: 1988 MLC Proceedings, 54-64.  Cheeseman et al's AUTOCLASS II
+      conceptual clustering system finds 3 classes in the data.
+
+4. Relevant Information:
+   --- This is perhaps the best known database to be found in the pattern
+       recognition literature.  Fisher's paper is a classic in the field
+       and is referenced frequently to this day.  (See Duda & Hart, for
+       example.)  The data set contains 3 classes of 50 instances each,
+       where each class refers to a type of iris plant.  One class is
+       linearly separable from the other 2; the latter are NOT linearly
+       separable from each other.
+   --- Predicted attribute: class of iris plant.
+   --- This is an exceedingly simple domain.
+   --- This data differs from the data presented in Fishers article
+	(identified by Steve Chadwick,  spchadwick@espeedaz.net )
+	The 35th sample should be: 4.9,3.1,1.5,0.2,"Iris-setosa"
+	where the error is in the fourth feature.
+	The 38th sample: 4.9,3.6,1.4,0.1,"Iris-setosa"
+	where the errors are in the second and third features.  
+
+5. Number of Instances: 150 (50 in each of three classes)
+
+6. Number of Attributes: 4 numeric, predictive attributes and the class
+
+7. Attribute Information:
+   1. sepal length in cm
+   2. sepal width in cm
+   3. petal length in cm
+   4. petal width in cm
+   5. class: 
+      -- Iris Setosa
+      -- Iris Versicolour
+      -- Iris Virginica
+
+8. Missing Attribute Values: None
+
+Summary Statistics:
+	         Min  Max   Mean    SD   Class Correlation
+   sepal length: 4.3  7.9   5.84  0.83    0.7826   
+    sepal width: 2.0  4.4   3.05  0.43   -0.4194
+   petal length: 1.0  6.9   3.76  1.76    0.9490  (high!)
+    petal width: 0.1  2.5   1.20  0.76    0.9565  (high!)
+
+9. Class Distribution: 33.3% for each of 3 classes.
diff --git a/files/Iris_dataset/data_IRIS_setosa-vs-versicolor_3-col.csv b/files/Iris_dataset/data_IRIS_setosa-vs-versicolor_3-col.csv
new file mode 100644
index 0000000..6054517
--- /dev/null
+++ b/files/Iris_dataset/data_IRIS_setosa-vs-versicolor_3-col.csv
@@ -0,0 +1,101 @@
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+6.2,2.9,4.3,1
+5.1,2.5,3,1
+5.7,2.8,4.1,1
diff --git a/files/Iris_dataset/data_IRIS_setosa-vs-versicolor_4-col.csv b/files/Iris_dataset/data_IRIS_setosa-vs-versicolor_4-col.csv
new file mode 100644
index 0000000..c2bba7d
--- /dev/null
+++ b/files/Iris_dataset/data_IRIS_setosa-vs-versicolor_4-col.csv
@@ -0,0 +1,101 @@
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new file mode 100644
index 0000000..1362515
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new file mode 100644
index 0000000..2ad5541
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diff --git a/files/Iris_dataset/data_IRIS_virginica-vs-setosa_3-col.csv b/files/Iris_dataset/data_IRIS_virginica-vs-setosa_3-col.csv
new file mode 100644
index 0000000..36678e2
--- /dev/null
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diff --git a/files/Iris_dataset/data_IRIS_virginica-vs-setosa_4-col.csv b/files/Iris_dataset/data_IRIS_virginica-vs-setosa_4-col.csv
new file mode 100644
index 0000000..75e3ee0
--- /dev/null
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diff --git a/files/Iris_dataset/iris_data_corrected.csv b/files/Iris_dataset/iris_data_corrected.csv
new file mode 100644
index 0000000..77ac460
--- /dev/null
+++ b/files/Iris_dataset/iris_data_corrected.csv
@@ -0,0 +1,150 @@
+5.1,3.5,1.4,0.2,Iris-setosa
+4.9,3,1.4,0.2,Iris-setosa
+4.7,3.2,1.3,0.2,Iris-setosa
+4.6,3.1,1.5,0.2,Iris-setosa
+5,3.6,1.4,0.2,Iris-setosa
+5.4,3.9,1.7,0.4,Iris-setosa
+4.6,3.4,1.4,0.3,Iris-setosa
+5,3.4,1.5,0.2,Iris-setosa
+4.4,2.9,1.4,0.2,Iris-setosa
+4.9,3.1,1.5,0.1,Iris-setosa
+5.4,3.7,1.5,0.2,Iris-setosa
+4.8,3.4,1.6,0.2,Iris-setosa
+4.8,3,1.4,0.1,Iris-setosa
+4.3,3,1.1,0.1,Iris-setosa
+5.8,4,1.2,0.2,Iris-setosa
+5.7,4.4,1.5,0.4,Iris-setosa
+5.4,3.9,1.3,0.4,Iris-setosa
+5.1,3.5,1.4,0.3,Iris-setosa
+5.7,3.8,1.7,0.3,Iris-setosa
+5.1,3.8,1.5,0.3,Iris-setosa
+5.4,3.4,1.7,0.2,Iris-setosa
+5.1,3.7,1.5,0.4,Iris-setosa
+4.6,3.6,1,0.2,Iris-setosa
+5.1,3.3,1.7,0.5,Iris-setosa
+4.8,3.4,1.9,0.2,Iris-setosa
+5,3,1.6,0.2,Iris-setosa
+5,3.4,1.6,0.4,Iris-setosa
+5.2,3.5,1.5,0.2,Iris-setosa
+5.2,3.4,1.4,0.2,Iris-setosa
+4.7,3.2,1.6,0.2,Iris-setosa
+4.8,3.1,1.6,0.2,Iris-setosa
+5.4,3.4,1.5,0.4,Iris-setosa
+5.2,4.1,1.5,0.1,Iris-setosa
+5.5,4.2,1.4,0.2,Iris-setosa
+4.9,3.1,1.5,0.2,Iris-setosa
+5,3.2,1.2,0.2,Iris-setosa
+5.5,3.5,1.3,0.2,Iris-setosa
+4.9,3.6,1.4,0.1,Iris-setosa
+4.4,3,1.3,0.2,Iris-setosa
+5.1,3.4,1.5,0.2,Iris-setosa
+5,3.5,1.3,0.3,Iris-setosa
+4.5,2.3,1.3,0.3,Iris-setosa
+4.4,3.2,1.3,0.2,Iris-setosa
+5,3.5,1.6,0.6,Iris-setosa
+5.1,3.8,1.9,0.4,Iris-setosa
+4.8,3,1.4,0.3,Iris-setosa
+5.1,3.8,1.6,0.2,Iris-setosa
+4.6,3.2,1.4,0.2,Iris-setosa
+5.3,3.7,1.5,0.2,Iris-setosa
+5,3.3,1.4,0.2,Iris-setosa
+7,3.2,4.7,1.4,Iris-versicolor
+6.4,3.2,4.5,1.5,Iris-versicolor
+6.9,3.1,4.9,1.5,Iris-versicolor
+5.5,2.3,4,1.3,Iris-versicolor
+6.5,2.8,4.6,1.5,Iris-versicolor
+5.7,2.8,4.5,1.3,Iris-versicolor
+6.3,3.3,4.7,1.6,Iris-versicolor
+4.9,2.4,3.3,1,Iris-versicolor
+6.6,2.9,4.6,1.3,Iris-versicolor
+5.2,2.7,3.9,1.4,Iris-versicolor
+5,2,3.5,1,Iris-versicolor
+5.9,3,4.2,1.5,Iris-versicolor
+6,2.2,4,1,Iris-versicolor
+6.1,2.9,4.7,1.4,Iris-versicolor
+5.6,2.9,3.6,1.3,Iris-versicolor
+6.7,3.1,4.4,1.4,Iris-versicolor
+5.6,3,4.5,1.5,Iris-versicolor
+5.8,2.7,4.1,1,Iris-versicolor
+6.2,2.2,4.5,1.5,Iris-versicolor
+5.6,2.5,3.9,1.1,Iris-versicolor
+5.9,3.2,4.8,1.8,Iris-versicolor
+6.1,2.8,4,1.3,Iris-versicolor
+6.3,2.5,4.9,1.5,Iris-versicolor
+6.1,2.8,4.7,1.2,Iris-versicolor
+6.4,2.9,4.3,1.3,Iris-versicolor
+6.6,3,4.4,1.4,Iris-versicolor
+6.8,2.8,4.8,1.4,Iris-versicolor
+6.7,3,5,1.7,Iris-versicolor
+6,2.9,4.5,1.5,Iris-versicolor
+5.7,2.6,3.5,1,Iris-versicolor
+5.5,2.4,3.8,1.1,Iris-versicolor
+5.5,2.4,3.7,1,Iris-versicolor
+5.8,2.7,3.9,1.2,Iris-versicolor
+6,2.7,5.1,1.6,Iris-versicolor
+5.4,3,4.5,1.5,Iris-versicolor
+6,3.4,4.5,1.6,Iris-versicolor
+6.7,3.1,4.7,1.5,Iris-versicolor
+6.3,2.3,4.4,1.3,Iris-versicolor
+5.6,3,4.1,1.3,Iris-versicolor
+5.5,2.5,4,1.3,Iris-versicolor
+5.5,2.6,4.4,1.2,Iris-versicolor
+6.1,3,4.6,1.4,Iris-versicolor
+5.8,2.6,4,1.2,Iris-versicolor
+5,2.3,3.3,1,Iris-versicolor
+5.6,2.7,4.2,1.3,Iris-versicolor
+5.7,3,4.2,1.2,Iris-versicolor
+5.7,2.9,4.2,1.3,Iris-versicolor
+6.2,2.9,4.3,1.3,Iris-versicolor
+5.1,2.5,3,1.1,Iris-versicolor
+5.7,2.8,4.1,1.3,Iris-versicolor
+6.3,3.3,6,2.5,Iris-virginica
+5.8,2.7,5.1,1.9,Iris-virginica
+7.1,3,5.9,2.1,Iris-virginica
+6.3,2.9,5.6,1.8,Iris-virginica
+6.5,3,5.8,2.2,Iris-virginica
+7.6,3,6.6,2.1,Iris-virginica
+4.9,2.5,4.5,1.7,Iris-virginica
+7.3,2.9,6.3,1.8,Iris-virginica
+6.7,2.5,5.8,1.8,Iris-virginica
+7.2,3.6,6.1,2.5,Iris-virginica
+6.5,3.2,5.1,2,Iris-virginica
+6.4,2.7,5.3,1.9,Iris-virginica
+6.8,3,5.5,2.1,Iris-virginica
+5.7,2.5,5,2,Iris-virginica
+5.8,2.8,5.1,2.4,Iris-virginica
+6.4,3.2,5.3,2.3,Iris-virginica
+6.5,3,5.5,1.8,Iris-virginica
+7.7,3.8,6.7,2.2,Iris-virginica
+7.7,2.6,6.9,2.3,Iris-virginica
+6,2.2,5,1.5,Iris-virginica
+6.9,3.2,5.7,2.3,Iris-virginica
+5.6,2.8,4.9,2,Iris-virginica
+7.7,2.8,6.7,2,Iris-virginica
+6.3,2.7,4.9,1.8,Iris-virginica
+6.7,3.3,5.7,2.1,Iris-virginica
+7.2,3.2,6,1.8,Iris-virginica
+6.2,2.8,4.8,1.8,Iris-virginica
+6.1,3,4.9,1.8,Iris-virginica
+6.4,2.8,5.6,2.1,Iris-virginica
+7.2,3,5.8,1.6,Iris-virginica
+7.4,2.8,6.1,1.9,Iris-virginica
+7.9,3.8,6.4,2,Iris-virginica
+6.4,2.8,5.6,2.2,Iris-virginica
+6.3,2.8,5.1,1.5,Iris-virginica
+6.1,2.6,5.6,1.4,Iris-virginica
+7.7,3,6.1,2.3,Iris-virginica
+6.3,3.4,5.6,2.4,Iris-virginica
+6.4,3.1,5.5,1.8,Iris-virginica
+6,3,4.8,1.8,Iris-virginica
+6.9,3.1,5.4,2.1,Iris-virginica
+6.7,3.1,5.6,2.4,Iris-virginica
+6.9,3.1,5.1,2.3,Iris-virginica
+5.8,2.7,5.1,1.9,Iris-virginica
+6.8,3.2,5.9,2.3,Iris-virginica
+6.7,3.3,5.7,2.5,Iris-virginica
+6.7,3,5.2,2.3,Iris-virginica
+6.3,2.5,5,1.9,Iris-virginica
+6.5,3,5.2,2,Iris-virginica
+6.2,3.4,5.4,2.3,Iris-virginica
+5.9,3,5.1,1.8,Iris-virginica
diff --git a/files/Iris_dataset/iris_data_original.csv b/files/Iris_dataset/iris_data_original.csv
new file mode 100644
index 0000000..5c4316c
--- /dev/null
+++ b/files/Iris_dataset/iris_data_original.csv
@@ -0,0 +1,151 @@
+5.1,3.5,1.4,0.2,Iris-setosa
+4.9,3.0,1.4,0.2,Iris-setosa
+4.7,3.2,1.3,0.2,Iris-setosa
+4.6,3.1,1.5,0.2,Iris-setosa
+5.0,3.6,1.4,0.2,Iris-setosa
+5.4,3.9,1.7,0.4,Iris-setosa
+4.6,3.4,1.4,0.3,Iris-setosa
+5.0,3.4,1.5,0.2,Iris-setosa
+4.4,2.9,1.4,0.2,Iris-setosa
+4.9,3.1,1.5,0.1,Iris-setosa
+5.4,3.7,1.5,0.2,Iris-setosa
+4.8,3.4,1.6,0.2,Iris-setosa
+4.8,3.0,1.4,0.1,Iris-setosa
+4.3,3.0,1.1,0.1,Iris-setosa
+5.8,4.0,1.2,0.2,Iris-setosa
+5.7,4.4,1.5,0.4,Iris-setosa
+5.4,3.9,1.3,0.4,Iris-setosa
+5.1,3.5,1.4,0.3,Iris-setosa
+5.7,3.8,1.7,0.3,Iris-setosa
+5.1,3.8,1.5,0.3,Iris-setosa
+5.4,3.4,1.7,0.2,Iris-setosa
+5.1,3.7,1.5,0.4,Iris-setosa
+4.6,3.6,1.0,0.2,Iris-setosa
+5.1,3.3,1.7,0.5,Iris-setosa
+4.8,3.4,1.9,0.2,Iris-setosa
+5.0,3.0,1.6,0.2,Iris-setosa
+5.0,3.4,1.6,0.4,Iris-setosa
+5.2,3.5,1.5,0.2,Iris-setosa
+5.2,3.4,1.4,0.2,Iris-setosa
+4.7,3.2,1.6,0.2,Iris-setosa
+4.8,3.1,1.6,0.2,Iris-setosa
+5.4,3.4,1.5,0.4,Iris-setosa
+5.2,4.1,1.5,0.1,Iris-setosa
+5.5,4.2,1.4,0.2,Iris-setosa
+4.9,3.1,1.5,0.1,Iris-setosa
+5.0,3.2,1.2,0.2,Iris-setosa
+5.5,3.5,1.3,0.2,Iris-setosa
+4.9,3.1,1.5,0.1,Iris-setosa
+4.4,3.0,1.3,0.2,Iris-setosa
+5.1,3.4,1.5,0.2,Iris-setosa
+5.0,3.5,1.3,0.3,Iris-setosa
+4.5,2.3,1.3,0.3,Iris-setosa
+4.4,3.2,1.3,0.2,Iris-setosa
+5.0,3.5,1.6,0.6,Iris-setosa
+5.1,3.8,1.9,0.4,Iris-setosa
+4.8,3.0,1.4,0.3,Iris-setosa
+5.1,3.8,1.6,0.2,Iris-setosa
+4.6,3.2,1.4,0.2,Iris-setosa
+5.3,3.7,1.5,0.2,Iris-setosa
+5.0,3.3,1.4,0.2,Iris-setosa
+7.0,3.2,4.7,1.4,Iris-versicolor
+6.4,3.2,4.5,1.5,Iris-versicolor
+6.9,3.1,4.9,1.5,Iris-versicolor
+5.5,2.3,4.0,1.3,Iris-versicolor
+6.5,2.8,4.6,1.5,Iris-versicolor
+5.7,2.8,4.5,1.3,Iris-versicolor
+6.3,3.3,4.7,1.6,Iris-versicolor
+4.9,2.4,3.3,1.0,Iris-versicolor
+6.6,2.9,4.6,1.3,Iris-versicolor
+5.2,2.7,3.9,1.4,Iris-versicolor
+5.0,2.0,3.5,1.0,Iris-versicolor
+5.9,3.0,4.2,1.5,Iris-versicolor
+6.0,2.2,4.0,1.0,Iris-versicolor
+6.1,2.9,4.7,1.4,Iris-versicolor
+5.6,2.9,3.6,1.3,Iris-versicolor
+6.7,3.1,4.4,1.4,Iris-versicolor
+5.6,3.0,4.5,1.5,Iris-versicolor
+5.8,2.7,4.1,1.0,Iris-versicolor
+6.2,2.2,4.5,1.5,Iris-versicolor
+5.6,2.5,3.9,1.1,Iris-versicolor
+5.9,3.2,4.8,1.8,Iris-versicolor
+6.1,2.8,4.0,1.3,Iris-versicolor
+6.3,2.5,4.9,1.5,Iris-versicolor
+6.1,2.8,4.7,1.2,Iris-versicolor
+6.4,2.9,4.3,1.3,Iris-versicolor
+6.6,3.0,4.4,1.4,Iris-versicolor
+6.8,2.8,4.8,1.4,Iris-versicolor
+6.7,3.0,5.0,1.7,Iris-versicolor
+6.0,2.9,4.5,1.5,Iris-versicolor
+5.7,2.6,3.5,1.0,Iris-versicolor
+5.5,2.4,3.8,1.1,Iris-versicolor
+5.5,2.4,3.7,1.0,Iris-versicolor
+5.8,2.7,3.9,1.2,Iris-versicolor
+6.0,2.7,5.1,1.6,Iris-versicolor
+5.4,3.0,4.5,1.5,Iris-versicolor
+6.0,3.4,4.5,1.6,Iris-versicolor
+6.7,3.1,4.7,1.5,Iris-versicolor
+6.3,2.3,4.4,1.3,Iris-versicolor
+5.6,3.0,4.1,1.3,Iris-versicolor
+5.5,2.5,4.0,1.3,Iris-versicolor
+5.5,2.6,4.4,1.2,Iris-versicolor
+6.1,3.0,4.6,1.4,Iris-versicolor
+5.8,2.6,4.0,1.2,Iris-versicolor
+5.0,2.3,3.3,1.0,Iris-versicolor
+5.6,2.7,4.2,1.3,Iris-versicolor
+5.7,3.0,4.2,1.2,Iris-versicolor
+5.7,2.9,4.2,1.3,Iris-versicolor
+6.2,2.9,4.3,1.3,Iris-versicolor
+5.1,2.5,3.0,1.1,Iris-versicolor
+5.7,2.8,4.1,1.3,Iris-versicolor
+6.3,3.3,6.0,2.5,Iris-virginica
+5.8,2.7,5.1,1.9,Iris-virginica
+7.1,3.0,5.9,2.1,Iris-virginica
+6.3,2.9,5.6,1.8,Iris-virginica
+6.5,3.0,5.8,2.2,Iris-virginica
+7.6,3.0,6.6,2.1,Iris-virginica
+4.9,2.5,4.5,1.7,Iris-virginica
+7.3,2.9,6.3,1.8,Iris-virginica
+6.7,2.5,5.8,1.8,Iris-virginica
+7.2,3.6,6.1,2.5,Iris-virginica
+6.5,3.2,5.1,2.0,Iris-virginica
+6.4,2.7,5.3,1.9,Iris-virginica
+6.8,3.0,5.5,2.1,Iris-virginica
+5.7,2.5,5.0,2.0,Iris-virginica
+5.8,2.8,5.1,2.4,Iris-virginica
+6.4,3.2,5.3,2.3,Iris-virginica
+6.5,3.0,5.5,1.8,Iris-virginica
+7.7,3.8,6.7,2.2,Iris-virginica
+7.7,2.6,6.9,2.3,Iris-virginica
+6.0,2.2,5.0,1.5,Iris-virginica
+6.9,3.2,5.7,2.3,Iris-virginica
+5.6,2.8,4.9,2.0,Iris-virginica
+7.7,2.8,6.7,2.0,Iris-virginica
+6.3,2.7,4.9,1.8,Iris-virginica
+6.7,3.3,5.7,2.1,Iris-virginica
+7.2,3.2,6.0,1.8,Iris-virginica
+6.2,2.8,4.8,1.8,Iris-virginica
+6.1,3.0,4.9,1.8,Iris-virginica
+6.4,2.8,5.6,2.1,Iris-virginica
+7.2,3.0,5.8,1.6,Iris-virginica
+7.4,2.8,6.1,1.9,Iris-virginica
+7.9,3.8,6.4,2.0,Iris-virginica
+6.4,2.8,5.6,2.2,Iris-virginica
+6.3,2.8,5.1,1.5,Iris-virginica
+6.1,2.6,5.6,1.4,Iris-virginica
+7.7,3.0,6.1,2.3,Iris-virginica
+6.3,3.4,5.6,2.4,Iris-virginica
+6.4,3.1,5.5,1.8,Iris-virginica
+6.0,3.0,4.8,1.8,Iris-virginica
+6.9,3.1,5.4,2.1,Iris-virginica
+6.7,3.1,5.6,2.4,Iris-virginica
+6.9,3.1,5.1,2.3,Iris-virginica
+5.8,2.7,5.1,1.9,Iris-virginica
+6.8,3.2,5.9,2.3,Iris-virginica
+6.7,3.3,5.7,2.5,Iris-virginica
+6.7,3.0,5.2,2.3,Iris-virginica
+6.3,2.5,5.0,1.9,Iris-virginica
+6.5,3.0,5.2,2.0,Iris-virginica
+6.2,3.4,5.4,2.3,Iris-virginica
+5.9,3.0,5.1,1.8,Iris-virginica
+
diff --git a/files/coefficients.csv b/files/coefficients.csv
new file mode 100644
index 0000000..119116f
--- /dev/null
+++ b/files/coefficients.csv
@@ -0,0 +1,11 @@
+coefficients
+.1
+.2
+.3
+.4
+.5
+1
+2
+3
+4
+5
diff --git a/files/data_CLASSIFY.csv b/files/data_CLASSIFY.csv
new file mode 100644
index 0000000..20e308c
--- /dev/null
+++ b/files/data_CLASSIFY.csv
@@ -0,0 +1,151 @@
+sl,sw,pl,pw,s
+5.1,3.5,1.4,0.2,0
+4.9,3,1.4,0.2,0
+4.7,3.2,1.3,0.2,0
+4.6,3.1,1.5,0.2,0
+5,3.6,1.4,0.2,0
+5.4,3.9,1.7,0.4,0
+4.6,3.4,1.4,0.3,0
+5,3.4,1.5,0.2,0
+4.4,2.9,1.4,0.2,0
+4.9,3.1,1.5,0.1,0
+5.4,3.7,1.5,0.2,0
+4.8,3.4,1.6,0.2,0
+4.8,3,1.4,0.1,0
+4.3,3,1.1,0.1,0
+5.8,4,1.2,0.2,0
+5.7,4.4,1.5,0.4,0
+5.4,3.9,1.3,0.4,0
+5.1,3.5,1.4,0.3,0
+5.7,3.8,1.7,0.3,0
+5.1,3.8,1.5,0.3,0
+5.4,3.4,1.7,0.2,0
+5.1,3.7,1.5,0.4,0
+4.6,3.6,1,0.2,0
+5.1,3.3,1.7,0.5,0
+4.8,3.4,1.9,0.2,0
+5,3,1.6,0.2,0
+5,3.4,1.6,0.4,0
+5.2,3.5,1.5,0.2,0
+5.2,3.4,1.4,0.2,0
+4.7,3.2,1.6,0.2,0
+4.8,3.1,1.6,0.2,0
+5.4,3.4,1.5,0.4,0
+5.2,4.1,1.5,0.1,0
+5.5,4.2,1.4,0.2,0
+4.9,3.1,1.5,0.2,0
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diff --git a/files/data_MATCH.csv b/files/data_MATCH.csv
new file mode 100644
index 0000000..c071d5e
--- /dev/null
+++ b/files/data_MATCH.csv
@@ -0,0 +1,6 @@
+a,b,c,s
+0,1,2,3
+1,2,3,6
+2,3,4,9
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diff --git a/files/data_PLAY.csv b/files/data_PLAY.csv
new file mode 100644
index 0000000..c071d5e
--- /dev/null
+++ b/files/data_PLAY.csv
@@ -0,0 +1,6 @@
+a,b,c,s
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diff --git a/files/data_REGRESS.csv b/files/data_REGRESS.csv
new file mode 100644
index 0000000..e72e0a8
--- /dev/null
+++ b/files/data_REGRESS.csv
@@ -0,0 +1,10 @@
+t,r,s
+0.241,0.39,0.98
+.615,0.72,1.01
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diff --git a/files/operators_CLASSIFY.csv b/files/operators_CLASSIFY.csv
new file mode 100644
index 0000000..33f6af0
--- /dev/null
+++ b/files/operators_CLASSIFY.csv
@@ -0,0 +1,5 @@
+operator, arity
++,2
+-,2
+*,2
+/,2
diff --git a/files/operators_MATCH.csv b/files/operators_MATCH.csv
new file mode 100644
index 0000000..33f6af0
--- /dev/null
+++ b/files/operators_MATCH.csv
@@ -0,0 +1,5 @@
+operator, arity
++,2
+-,2
+*,2
+/,2
diff --git a/files/operators_PLAY.csv b/files/operators_PLAY.csv
new file mode 100644
index 0000000..33f6af0
--- /dev/null
+++ b/files/operators_PLAY.csv
@@ -0,0 +1,5 @@
+operator, arity
++,2
+-,2
+*,2
+/,2
diff --git a/files/operators_REGRESS.csv b/files/operators_REGRESS.csv
new file mode 100644
index 0000000..33f6af0
--- /dev/null
+++ b/files/operators_REGRESS.csv
@@ -0,0 +1,5 @@
+operator, arity
++,2
+-,2
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+/,2
diff --git a/files/templates/data_iris_2-class.csv b/files/templates/data_iris_2-class.csv
new file mode 100644
index 0000000..6054517
--- /dev/null
+++ b/files/templates/data_iris_2-class.csv
@@ -0,0 +1,101 @@
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diff --git a/files/templates/data_iris_3-class.csv b/files/templates/data_iris_3-class.csv
new file mode 100644
index 0000000..470b4c4
--- /dev/null
+++ b/files/templates/data_iris_3-class.csv
@@ -0,0 +1,151 @@
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diff --git a/files/templates/data_kepler.csv b/files/templates/data_kepler.csv
new file mode 100644
index 0000000..9105a85
--- /dev/null
+++ b/files/templates/data_kepler.csv
@@ -0,0 +1,10 @@
+p,a,s
+0.241,0.39,0.98
+.615,0.72,1.01
+1.00,1.00,1.00
+1.88,1.52,1.01
+11.8,5.20,0.99
+29.5,9.54,1.00
+84.0,19.18,1.00
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+248,39.44,1.00
diff --git a/files/templates/data_power.csv b/files/templates/data_power.csv
new file mode 100644
index 0000000..f55183e
--- /dev/null
+++ b/files/templates/data_power.csv
@@ -0,0 +1,6 @@
+a,b,s
+1,2,1
+2,2,4
+3,2,9
+4,2,16
+5,2,25
diff --git a/files/templates/data_sqrt.csv b/files/templates/data_sqrt.csv
new file mode 100644
index 0000000..6ee03bf
--- /dev/null
+++ b/files/templates/data_sqrt.csv
@@ -0,0 +1,10 @@
+a,b,s
+4,10,20
+9,10,30
+16,10,40
+25,10,50
+36,10,60
+49,10,70
+64,10,80
+81,10,90
+100,10,100
diff --git a/files/templates/data_sum.csv b/files/templates/data_sum.csv
new file mode 100644
index 0000000..20ada99
--- /dev/null
+++ b/files/templates/data_sum.csv
@@ -0,0 +1,11 @@
+a,b,c,s
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diff --git a/files/templates/data_trig.csv b/files/templates/data_trig.csv
new file mode 100644
index 0000000..b7bdb1c
--- /dev/null
+++ b/files/templates/data_trig.csv
@@ -0,0 +1,4 @@
+a,b,c,s
+1,2,45,0.5253219888
+2,0,22,-1.9999216528
+10,3,-5,2.8366218546
diff --git a/files/templates/operators_list.txt b/files/templates/operators_list.txt
new file mode 100644
index 0000000..24193fd
--- /dev/null
+++ b/files/templates/operators_list.txt
@@ -0,0 +1,40 @@
+OPERATORS TESTED with Karoo GP v1.0
+
++,2
+-,2
+*,2
+/,2
+**,2
+
+The following are not currently supported, but will be again with subsequent releases.
+
+and,2
+or,2
+
++ sin,2
+- sin,2
+* sin,2
+/ sin,2
+
++ cos,2
+- cos,2
+* cos,2
+/ cos,2
+
++ exp,2 
+- exp,2
+* exp,2
+/ exp,2
+
++ sqrt,2
++ sqrt,2
+- sqrt,2
+/ sqrt,2
+
++ log,2
+- log,2
+* log,2
+/ log,2
+
+
+Where sin, cos, exp, and log must be preceded by another operator.