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;;; The menu interaction
(easy-menu-define ml4pg-menu global-map "Statistics"
'("Statistics"
("Configuration"
("Algorithm"
["K-means" (ml4pg-change-algorithm "k")
:selected (string= ml4pg-algorithm "k")
:style toggle
:help "Use k-means algorithm"]
["Gaussian" (ml4pg-change-algorithm "g")
:selected (string= ml4pg-algorithm "g")
:style toggle
:active (string= ml4pg-ml-system "m")
:help "Use Gaussian algorithm"]
["EM" (ml4pg-change-algorithm "e")
:selected (string= ml4pg-algorithm "e")
:style toggle
:active (string= ml4pg-ml-system "w")
:help "Use Simple EM algorithm"]
["FarthestFirst" (ml4pg-change-algorithm "f")
:selected (string= ml4pg-algorithm "f")
:style toggle
:active (string= ml4pg-ml-system "w")
:help "Use FarhestFirst algorithm"])
("Granularity"
["1" (ml4pg-change-granularity 1)
:selected (eq ml4pg-granularity-level 1)
:style toggle
:help "We will use 3 clusters"]
["2" (ml4pg-change-granularity 2)
:selected (eq ml4pg-granularity-level 2)
:style toggle
:help "We will use 5 clusters"]
["3" (ml4pg-change-granularity 3)
:selected (eq ml4pg-granularity-level 3)
:style toggle
:help "We will use 10 clusters"]
["4" (ml4pg-change-granularity 4)
:selected (eq ml4pg-granularity-level 4)
:style toggle
:help "We will use 15 clusters"]
["5" (ml4pg-change-granularity 5)
:selected (eq ml4pg-granularity-level 5)
:style toggle
:help "We will use 20 clusters"])
("Frequencies"
["1" (ml4pg-change-frequency 1)
:selected (eq ml4pg-frequency-precision 1)
:style toggle
:help "The experiments will be run 100 times"]
["2" (ml4pg-change-frequency 2)
:selected (eq ml4pg-frequency-precision 2)
:style toggle
:help "The experiments will be run 500 times"]
["3" (ml4pg-change-frequency 3)
:selected (eq ml4pg-frequency-precision 3)
:style toggle
:help "The experiments will be run 1000 times"]))
["Extract info up to point" (ml4pg-extract-feature-theorems)
:keys "C-c SPC"]
["Show clusters" (ml4pg-show-clusters-bis)
:keys "C-c c"]
["Show similar theorems" (ml4pg-show-clusters-of-theorem)
:keys "C-c m"]
["Export library" (ml4pg-save-numbers)
:keys "C-c n"]
["Show cluster libraries" (ml4pg-exported-libraries)]
["Activate Icons" (ml4pg-activate-icons)]
))
(easy-menu-remove-item global-map '("menu-bar") "Statistics")
(easy-menu-add-item nil nil ml4pg-menu "help-menu")
(defun ml4pg-activate-icons ()
(interactive)
(progn
(easy-menu-remove-item nil '("Statistics") "Activate Icons")
(define-key coq-mode-map [tool-bar statistical-hint]
(list 'menu-item "Statistical Hint" 'ml4pg-show-clusters-of-theorem
:help "Statistical Hint"
:image (list 'image :type 'xpm
:file (concat ml4pg-home-dir "icons/sh-hint.xpm"))))
(define-key coq-mode-map [tool-bar clustering]
(list 'menu-item "Clustering" 'ml4pg-show-clusters-bis
:help "Clustering"
:image (list 'image :type 'xpm
:file (concat ml4pg-home-dir "icons/clustering.xpm"))))))
(defvar ml4pg-ml-system "w")
(defvar ml4pg-algorithm "k")
(defvar ml4pg-granularity-level 3)
(defvar ml4pg-frequency-precision 1)
(defvar ml4pg-iterative nil)
(defvar ml4pg-save-automatically nil)
(defvar ml4pg-level "g")
(defun ml4pg-change-level (n)
(setq ml4pg-level n))
(defun ml4pg-change-algorithm (s)
(setq ml4pg-algorithm s))
(defun ml4pg-change-ml-system (s)
(setq ml4pg-ml-system s)
(setq ml4pg-algorithm "k")
(cond ((string= s "w")
(setq ml4pg-iterative nil)
))
)
(defun ml4pg-change-granularity (n)
(setq ml4pg-granularity-level n))
(defun ml4pg-change-frequency (n)
(setq ml4pg-frequency-precision n))
(defun ml4pg-change-iterative-search ()
(setq ml4pg-iterative (not ml4pg-iterative)))
(defun ml4pg-change-save ()
(setq ml4pg-save-automatically (not ml4pg-save-automatically)))
;(easy-menu-add-item nil '("Statistics") statistics-menu "help-menu")
(defun ml4pg-change-algorithm-interactive ()
(interactive)
(let ((alg (read-string
"What algorithm do you want to use (k-means -> k, Gaussian -> g): ")))
(setf ml4pg-algorithm (cond ((string= "g" alg) "g")
((string= "k" alg) "k")
(t ml4pg-algorithm)))))
(defun ml4pg-change-granularity-interactive ()
(interactive)
(let ((alg (read-string
"Introduce the granularity level (values from 1 to 5): ")))
(setf ml4pg-granularity-level (cond ((string= "1" alg) 1)
((string= "2" alg) 2)
((string= "3" alg) 3)
((string= "4" alg) 4)
((string= "5" alg) 5)
(t granularity-level)))))
(defun ml4pg-change-frequency-interactive ()
(interactive)
(let ((alg (read-string
"Introduce the precision of the frequencies that you want to obtain (values from 1 to 3): ")))
(setf ml4pg-frequency-precision (cond ((string= "1" alg) 1)
((string= "2" alg) 2)
((string= "3" alg) 3)
(t ml4pg-frequency-precision)))))
(defun change-iterative-interactive ()
(interactive)
(let ((alg (read-string
"Do you want to perform iterative search? (yes -> y, no -> n): ")))
(setf ml4pg-iterative (cond ((string= "y" alg) 1)
((string= "n" alg) 2)
(t ml4pg-iterative)))))
(defun ml4pg-exported-libraries ()
(interactive)
(easy-menu-remove-item nil '("Statistics") "Show cluster libraries")
(easy-menu-add-item nil '("Statistics")
(cons "Available libraries for clustering:"
(cons ["Current" nil
:selected t
:style toggle
:help "Use the current library for clustering"]
(ml4pg-select-libraries)))))
(defun ml4pg-select-libraries ()
(ml4pg-available-libraries)
(ml4pg-available-dirs)
(append (ml4pg-select-libraries-aux ml4pg-libs nil) (ml4pg-libraries-dirs)))
(defun ml4pg-select-libraries-aux (temp temp2)
(if (endp temp)
temp2
(ml4pg-select-libraries-aux (cdr temp) (append temp2 (list (ml4pg-menu-library (car temp)))))))
(defvar ml4pg-libs nil)
(defun ml4pg-available-libraries ()
(shell-command (concat "ls " ml4pg-home-dir "libs/ssreflect | grep .csv | wc -l"))
(let ((n nil)
(i 0))
(with-current-buffer "*Shell Command Output*"
(beginning-of-buffer)
(setq n (string-to-number (format "%s" (read (current-buffer))))))
(shell-command (concat "ls " ml4pg-home-dir "libs/ssreflect | grep .csv"))
(with-current-buffer "*Shell Command Output*"
(progn (beginning-of-buffer)
(while (< i n)
(let ((r (format "%s" (read (current-buffer)))))
(progn (setq i (1+ i))
(setq ml4pg-libs (append ml4pg-libs (list (subseq r 0 (search "." r))))))))))))
(defvar ml4pg-dirs nil)
(defun ml4pg-available-dirs ()
(shell-command (concat "ls -d " ml4pg-home-dir "libs/ssreflect/*/ | wc -l"))
(let ((n nil)
(i 0))
(with-current-buffer "*Shell Command Output*"
(beginning-of-buffer)
(setq n (string-to-number (format "%s" (read (current-buffer))))))
(shell-command (concat "ls -d " ml4pg-home-dir "libs/ssreflect/*/"))
(with-current-buffer "*Shell Command Output*"
(progn (beginning-of-buffer)
(while (< i n)
(let ((r (format "%s" (read (current-buffer)))))
(progn (setq i (1+ i))
(setq ml4pg-dirs (append ml4pg-dirs (list (subseq r (length (concat ml4pg-home-dir "libs/ssreflect/")) (1- (length r)))))))))))
))
(defun ml4pg-libraries-dirs ()
(do ((temp ml4pg-dirs (cdr temp))
(temp2 nil))
((endp temp) temp2)
(setf temp2 (append temp2 (list (append (list (car temp)) (ml4pg-libraries-dir (car temp))))))))
(defun ml4pg-libraries-dir (dir)
(shell-command (concat "ls " ml4pg-home-dir "libs/ssreflect/" dir "/ | grep _names | wc -l"))
(let ((n nil)
(i 0)
(temp nil))
(with-current-buffer "*Shell Command Output*"
(beginning-of-buffer)
(setq n (string-to-number (format "%s" (read (current-buffer))))))
(shell-command (concat "ls " ml4pg-home-dir "libs/ssreflect/" dir "/ | grep _names"))
(with-current-buffer "*Shell Command Output*"
(progn (beginning-of-buffer)
(while (< i n)
(let* ((r1 (format "%s" (read (current-buffer))))
(r (subseq r1 0 (search "_names" r1))))
(progn (setq i (1+ i))
(setq temp (append temp (list (ml4pg-menu-library-dir (subseq r 0 (search "." r)) dir)))))))
))
temp))
(defun ml4pg-menu-library-dir (item dir)
(vector item (list 'ml4pg-change-library (concat dir "/" item))
:selected (list 'ml4pg-string-member (concat dir "/" item) 'ml4pg-libs-menus)
:style 'toggle
:help (format "Use the %s library for clustering" item)))
(defun ml4pg-menu-library (item)
(vector item (list 'change-library item)
:selected (list 'ml4pg-string-member item 'ml4pg-libs-menus)
:style 'toggle
:help (format "Use the %s library for clustering" item)))
(defvar ml4pg-libs-menus nil)
(defun ml4pg-string-member (string list)
(do ((temp list (cdr temp))
(is nil))
((or (endp temp) is) is)
(if (string= string (car temp))
(setf is t))))
(defun ml4pg-change-library (string)
(if (ml4pg-string-member string ml4pg-libs-menus)
(ml4pg-remove-from-menus string)
(setq ml4pg-libs-menus (append ml4pg-libs-menus (list string)))))
(defun ml4pg-remove-from-menus (string)
(do ((temp ml4pg-libs-menus (cdr temp))
(temp2 nil))
((endp temp) (setf ml4pg-libs-menus temp2))
(if (not (string= string (car temp)))
(setf temp2 (append temp2 (list (car temp)))))))
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