Update session.cljc to specify training/testing data among other things
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Lee Spector
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@ -3,8 +3,6 @@
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[propeller.gp :as gp]
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[propeller.selection :as selection]
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[propeller.variation :as variation]
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[propeller.problems.simple-regression :as regression]
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[propeller.problems.string-classification :as string-classif]
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[propeller.push.instructions :as instructions]
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[propeller.push.interpreter :as interpreter]
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[propeller.push.state :as state]))
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@ -15,143 +13,58 @@
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#_(interpreter/interpret-program
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'(1 2 :integer_add) (assoc state/empty-state :keep-history true) 1000)
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;#_(interpreter/interpret-program
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; '(3 3 :integer_eq :exec_if (1 "yes") (2 "no"))
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; state/empty-state
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; 1000)
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;
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;#_(interpreter/interpret-program
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; '(:in1 :string_reverse 1 :string_take "?" :string_eq :exec_if
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; (:in1 " I am asking." :string_concat)
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; (:in1 " I am saying." :string_concat))
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; (assoc state/empty-state :input {:in1 "Can you hear me?"})
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; 1000)
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;
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;#_(interpreter/interpret-program
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; '(:in1 :string_reverse 1 :string_take "?" :string_eq :exec_if
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; (:in1 " I am asking." :string_concat)
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; (:in1 " I am saying." :string_concat))
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; (assoc state/empty-state :input {:in1 "I can hear you."})
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; 1000)
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;
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;#_(genome/plushy->push
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; (genome/make-random-plushy (instructions/get-stack-instructions #{:float :integer :exec :boolean}) 20))
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;
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;#_(gp/gp {:instructions propeller.problems.software.number-io/instructions
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; :error-function propeller.problems.software.number-io/error-function
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; :max-generations 500
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; :population-size 500
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; :max-initial-plushy-size 100
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; :step-limit 200
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; :parent-selection :lexicase
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; :tournament-size 5
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; :umad-rate 0.1
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; :variation {:umad 0.5 :crossover 0.5}
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; :elitism false})
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;
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;#_(gp/gp {:instructions propeller.problems.simple-regression/instructions
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; :error-function propeller.problems.simple-regression/error-function
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; :max-generations 500
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; :population-size 500
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; :max-initial-plushy-size 100
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; :step-limit 200
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; :parent-selection :tournament
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; :tournament-size 5
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; :umad-rate 0.01
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; :variation {:umad 1.0
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; :crossover 0.0}
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; :elitism false})
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;
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;#_(gp/gp {:instructions propeller.problems.simple-regression/instructions
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; :error-function propeller.problems.simple-regression/error-function
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; :max-generations 500
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; :population-size 500
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; :max-initial-plushy-size 100
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; :step-limit 200
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; :parent-selection :tournament
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; :tournament-size 5
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; :umad-rate 0.1
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; :variation {:umad 1.0
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; :crossover 0.0}
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; :elitism false})
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;
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;
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;#_(gp/gp {:instructions propeller.problems.simple-regression/instructions
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; :error-function propeller.problems.simple-regression/error-function
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; :max-generations 500
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; :population-size 500
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; :max-initial-plushy-size 100
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; :step-limit 200
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; :parent-selection :lexicase
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; :tournament-size 5
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; :umad-rate 0.1
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; :variation {:umad 1.0
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; :crossover 0.0}
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; :elitism false})
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;
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;#_(gp/gp {:instructions propeller.problems.simple-regression/instructions
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; :error-function propeller.problems.simple-regression/error-function
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; :max-generations 500
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; :population-size 500
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; :max-initial-plushy-size 100
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; :step-limit 200
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; :parent-selection :lexicase
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; :tournament-size 5
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; :umad-rate 0.1
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; :diploid-flip-rate 0.1
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; :variation {:umad 0.8
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; :diploid-flip 0.2}
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; :elitism false
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; :diploid true})
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;
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;
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;#_(gp/gp {:instructions propeller.problems.software.smallest/instructions
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; :error-function propeller.problems.software.smallest/error-function
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; :max-generations 500
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; :population-size 500
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; :max-initial-plushy-size 100
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; :step-limit 200
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; :parent-selection :lexicase
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; :tournament-size 5
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; :umad-rate 0.1
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; :diploid-flip-rate 0.1
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; :variation {;:umad 0.8
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; ;:diploid-flip 0.2
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; :umad 1
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; }
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; :elitism false
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; :diploid false})
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;
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;#_(gp/gp {:instructions propeller.problems.software.smallest/instructions
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; :error-function propeller.problems.software.smallest/error-function
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; :max-generations 500
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; :population-size 500
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; :max-initial-plushy-size 200 ;100
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; :step-limit 200
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; :parent-selection :lexicase
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; :tournament-size 5
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; :umad-rate 0.1
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; :diploid-flip-rate 0.1
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; :variation {:umad 0.8
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; :diploid-flip 0.2
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; ;:umad 1
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; }
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; :elitism false
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; :diploid true})
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;
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;
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;(gp/gp {:instructions propeller.problems.string-classification/instructions
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; :error-function propeller.problems.string-classification/error-function
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; :max-generations 500
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; :population-size 500
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; :max-initial-plushy-size 100
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; :step-limit 200
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; :parent-selection :lexicase
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; :tournament-size 5
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; :umad-rate 0.1
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; :diploid-flip-rate 0.1
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; :variation {:umad 0.8
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; :diploid-flip 0.2
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; }
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; :elitism false
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; :diploid true})
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#_(interpreter/interpret-program
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'(3 3 :integer_eq :exec_if (1 "yes") (2 "no"))
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state/empty-state
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1000)
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#_(interpreter/interpret-program
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'(:in1 :string_reverse 1 :string_take "?" :string_eq :exec_if
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(:in1 " I am asking." :string_concat)
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(:in1 " I am saying." :string_concat))
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(assoc state/empty-state :input {:in1 "Can you hear me?"})
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1000)
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#_(interpreter/interpret-program
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'(:in1 :string_reverse 1 :string_take "?" :string_eq :exec_if
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(:in1 " I am asking." :string_concat)
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(:in1 " I am saying." :string_concat))
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(assoc state/empty-state :input {:in1 "I can hear you."})
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1000)
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#_(genome/plushy->push
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(genome/make-random-plushy (instructions/get-stack-instructions #{:float :integer :exec :boolean}) 20))
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#_(require '[propeller.problems.simple-regression :as regression])
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#_(gp/gp {:instructions regression/instructions
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:error-function regression/error-function
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:training-data (:train regression/train-and-test-data)
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:testing-data (:test regression/train-and-test-data)
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:max-generations 500
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:population-size 500
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:max-initial-plushy-size 100
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:step-limit 200
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:parent-selection :tournament
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:tournament-size 5
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:umad-rate 0.01
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:variation {:umad 1.0
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:crossover 0.0}
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:elitism false})
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#_(require '[propeller.problems.string-classification :as sc])
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#_(gp/gp {:instructions sc/instructions
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:error-function sc/error-function
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:training-data (:train sc/train-and-test-data)
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:testing-data (:test sc/train-and-test-data)
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:max-generations 500
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:population-size 500
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:max-initial-plushy-size 100
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:step-limit 200
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:parent-selection :lexicase
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:tournament-size 5
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:umad-rate 0.1
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:variation {:umad 0.5 :crossover 0.5}
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:elitism false})
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