Database Reference
In-Depth Information
There's more...
F For an easy, visual explanation of PCA, see the A layman's introduction to principle
component analysis video at http://youtu.be/BfTMmoDFXyE .
F For more details on PCA, see A Tutorial on Principle Component Analysis by Jonathon
Shlens at http://www.snl.salk.edu/~shlens/pca.pdf .
Creating dynamic charts with Incanter
Charts are powerful tools to explore data, and dynamic charts—charts that react to user
input—are even more useful.
In this recipe, we'll create a simple chart that graphs the quadratic equation and lets us play
with the parameters and see the results in real time.
Getting ready
We'll use the same dependencies in our project.clj ile as we did in Creating scatter plots
with Incanter .
We'll use this set of imports in our script or REPL:
(require '[incanter.core :as i]
'[incanter.charts :as c])
How to do it...
It seems like creating a dynamic chart would be dificult, but it's not. We just deine a
dynamic-xy-plot with the variables and relationships that we want, and Incanter
will do the rest:
(def d-plot
(let [x (range -1 1 0.1)]
(c/dynamic-xy-plot
[a (range -1.0 1.0 0.1)
b (range -1.0 1.0 0.1)
c (range -1.0 1.0 0.1)]
[x (i/plus (i/mult a x x) (i/mult b x) c)])))
(i/view d-plot)
 
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