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A Gorilla REPL session playing around with complex matrices with apache commons FieldElement types
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| ;; gorilla-repl.fileformat = 1 | |
| ;; ** | |
| ;;; # Gorilla REPL | |
| ;;; | |
| ;;; Welcome to gorilla :-) | |
| ;;; | |
| ;;; Shift + enter evaluates code. Hit alt+g twice in quick succession or click the menu icon (upper-right corner) for more commands ... | |
| ;;; | |
| ;;; It's a good habit to run each worksheet in its own namespace: feel free to use the declaration we've provided below if you'd like. | |
| ;; ** | |
| ;; @@ | |
| (ns scratch | |
| (:require [gorilla-plot.core :as plot] | |
| [cemerick.pomegranate :refer [add-dependencies]])) | |
| ;; @@ | |
| ;; @@ | |
| (add-dependencies :coordinates '[[incanter "1.2.3"] [commons-math "1.2"] [net.mikera/core.matrix "0.47.0"]] | |
| :repositories (merge cemerick.pomegranate.aether/maven-central | |
| {"clojars" "http://clojars.org/repo" | |
| "apache" "http://repository.apache.org/content/repositories/releases/"})) | |
| ;; @@ | |
| ;; => | |
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| ;; <= | |
| ;; @@ | |
| (require '(incanter core stats charts)) | |
| (use 'clojure.core.matrix '[clojure.pprint :only [print-table]]) | |
| (require '[clojure.reflect :as r]) | |
| ;; @@ | |
| ;; => | |
| ;;; {"type":"html","content":"<span class='clj-nil'>nil</span>","value":"nil"} | |
| ;; <= | |
| ;; @@ | |
| (import '(org.apache.commons.math3.linear MatrixUtils SingularValueDecomposition LUDecomposition)) | |
| ;; @@ | |
| ;; => | |
| ;;; {"type":"html","content":"<span class='clj-class'>org.apache.commons.math3.linear.LUDecomposition</span>","value":"org.apache.commons.math3.linear.LUDecomposition"} | |
| ;; <= | |
| ;; @@ | |
| (import '(org.apache.commons.math3.complex Complex)) | |
| ;; @@ | |
| ;; => | |
| ;;; {"type":"html","content":"<span class='clj-class'>org.apache.commons.math3.complex.Complex</span>","value":"org.apache.commons.math3.complex.Complex"} | |
| ;; <= | |
| ;; @@ | |
| (import '(org.apache.commons.math3 FieldElement)) | |
| ;; @@ | |
| ;; => | |
| ;;; {"type":"html","content":"<span class='clj-class'>org.apache.commons.math3.FieldElement</span>","value":"org.apache.commons.math3.FieldElement"} | |
| ;; <= | |
| ;; @@ | |
| (defn complex-array [two-d-list] | |
| (MatrixUtils/createFieldMatrix | |
| (into-array | |
| (map (fn [vin] | |
| (into-array | |
| (map #(Complex. %) vin))) | |
| two-d-list)))) | |
| ;; @@ | |
| ;; => | |
| ;;; {"type":"html","content":"<span class='clj-var'>#'scratch/complex-array</span>","value":"#'scratch/complex-array"} | |
| ;; <= | |
| ;; @@ | |
| (def A | |
| (complex-array [[1 2 3] [3 2 5] [4 8 9]])) | |
| ;; @@ | |
| ;; => | |
| ;;; {"type":"html","content":"<span class='clj-var'>#'scratch/A</span>","value":"#'scratch/A"} | |
| ;; <= | |
| ;; @@ | |
| (def B | |
| (complex-array [[10 4 1] [3 8 5] [4 2 0]])) | |
| ;; @@ | |
| ;; => | |
| ;;; {"type":"html","content":"<span class='clj-var'>#'scratch/B</span>","value":"#'scratch/B"} | |
| ;; <= | |
| ;; @@ | |
| (defn get-methods [object] (print-table (sort-by :name (filter :exception-types (:members (r/reflect object)))))) | |
| ;; @@ | |
| ;; => | |
| ;;; {"type":"html","content":"<span class='clj-var'>#'scratch/get-methods</span>","value":"#'scratch/get-methods"} | |
| ;; <= | |
| ;; @@ | |
| (.add A B) | |
| ;; @@ | |
| ;; => | |
| ;;; {"type":"html","content":"<span class='clj-unkown'>#object[org.apache.commons.math3.linear.Array2DRowFieldMatrix 0x35a13b59 "Array2DRowFieldMatrix{{(11.0, 0.0),(6.0, 0.0),(4.0, 0.0)},{(6.0, 0.0),(10.0, 0.0),(10.0, 0.0)},{(8.0, 0.0),(10.0, 0.0),(9.0, 0.0)}}"]</span>","value":"#object[org.apache.commons.math3.linear.Array2DRowFieldMatrix 0x35a13b59 \"Array2DRowFieldMatrix{{(11.0, 0.0),(6.0, 0.0),(4.0, 0.0)},{(6.0, 0.0),(10.0, 0.0),(10.0, 0.0)},{(8.0, 0.0),(10.0, 0.0),(9.0, 0.0)}}\"]"} | |
| ;; <= | |
| ;; @@ | |
| (SingularValueDecomposition. A) | |
| ;; @@ |
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