gcd problem implemented
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@ -20,8 +20,8 @@
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; Source: https://arxiv.org/pdf/2106.06086.pdf
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; ============================================================
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(def train-data (dc/read-data-that-has-no-strings "fuel-cost" "train"))
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(def test-data (dc/read-data-that-has-no-strings "fuel-cost" "test"))
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(def train-data (dc/read-data-formatted "fuel-cost" "train"))
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(def test-data (dc/read-data-formatted "fuel-cost" "test"))
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; Random integer between -100 and 100 (from smallest)
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(defn random-int [] (- (rand-int 201) 100))
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@ -2,6 +2,7 @@
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(:require [psb2.core :as psb2]
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[propeller.genome :as genome]
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[propeller.push.interpreter :as interpreter]
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[propeller.problems.data-creation :as dc]
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[propeller.utils :as utils]
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[propeller.push.instructions :refer [get-stack-instructions]]
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[propeller.push.state :as state]
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@ -17,7 +18,10 @@
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; Source: https://arxiv.org/pdf/2106.06086.pdf
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; ==================================================================
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(def train-and-test-data (psb2/fetch-examples "data" "gcd" 200 2000))
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;(def train-and-test-data (psb2/fetch-examples "data" "gcd" 200 2000))
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(def train-data (dc/read-data-formatted "gcd" "train"))
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(def test-data (dc/read-data-formatted "gcd" "test"))
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(defn random-int [] (- (rand-int 201) 100))
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@ -76,9 +80,9 @@
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(merge
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{:instructions instructions
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:error-function error-function
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:training-data (:train train-and-test-data)
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:testing-data (:test train-and-test-data)
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:case-t-size (count (:train train-and-test-data))
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:training-data train-data
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:testing-data test-data
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:case-t-size (count train-data)
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:case-parent-rate 0
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:case-parent-gens 1
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:max-generations 300
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@ -77,7 +77,7 @@
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(str before)
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before)))
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(defn read-data-that-has-no-strings [problem train-or-test]
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(defn read-data-formatted [problem train-or-test]
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(apply list (with-open [reader (io/reader (str "picked/" problem "-" train-or-test ".csv"))]
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(let [csv-data (csv/read-csv reader)]
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(mapv zipmap
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