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Update complex_regression.cljc

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This commit is contained in:
Ryan Boldi 2022-04-05 15:34:38 -04:00
parent 4f9ed1f267
commit cebdd1aa20
1 changed files with 4 additions and 4 deletions
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8
src/propeller/problems/complex_regression.cljc
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@ -7,14 +7,14 @@
#?(:cljs [cljs.reader :refer [read-string]])))
(defn- target-function
"Target function: f(x) = (x^3 + 1)^2 + 1"
"Target function: f(x) = (x^3 + 1)^3 + 1"
[x]
(let [x-new (+ (* x x x) 1)]
(+ (* x-new x-new) 1)))
(+ (* x-new x-new x-new) 1)))
(def train-and-test-data
(let [train-inputs (range -5.0 5.0 0.5)
test-inputs (range -5.25 5.75 0.5)]
(let [train-inputs (range -4.0 4.0 0.25)
test-inputs (range -4.125 4.125 0.25)]
{:train (map (fn [x] {:input1 (vector x) :output1 (vector (target-function x))}) train-inputs)
:test (map (fn [x] {:input1 (vector x) :output1 (vector (target-function x))}) test-inputs)}))