diff --git "a/merges.txt" "b/merges.txt"
new file mode 100644--- /dev/null
+++ "b/merges.txt"
@@ -0,0 +1,51744 @@
+#version: 0.2
+Ġ Ġ
+ĠĠ ĠĠ
+ĠĠ Ġ
+ĠĠĠĠ ĠĠĠĠ
+i n
+s e
+ĠĠĠĠ ĠĠĠ
+a t
+r e
+Ċ ĠĠĠ
+Ċ ĠĠĠĠĠĠĠ
+o r
+Ġ =
+o n
+Ġ t
+e r
+s t
+Ċ ĠĠĠĠĠĠĠĠ
+a l
+a r
+- -
+a n
+l e
+d e
+m e
+Ġ i
+h e
+Ġ n
+Ġ c
+Ġ f
+Ġ a
+l f
+Ġ p
+i t
+# #
+se lf
+Ġ s
+m p
+r a
+i on
+e n
+c t
+ĊĠĠĠĠĠĠĠĠ ĠĠĠ
+l o
+r o
+e s
+Ġ in
+Ġ o
+Ġt he
+Ġ d
+-- --
+u t
+l a
+= =
+Ġ '
+in g
+Ġ "
+e l
+Ġ m
+c o
+Ċ ĊĠĠĠ
+e d
+Ġ re
+Ġ self
+p e
+g e
+Ġ b
+) :
+Ġ #
+i c
+ĊĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠ
+Ġ w
+an d
+u r
+i g
+l t
+at a
+s s
+' ,
+Ġ 1
+## ##
+Ġ (
+u n
+i s
+e st
+a me
+de f
+o l
+u e
+e x
+Ġ 0
+at e
+or t
+) )
+c e
+se r
+o t
+Ġf or
+Ġo f
+Ġi f
+u m
+l i
+Ġ [
+a s
+d i
+i d
+v al
+Ġa s
+" "
+( )
+Ġi s
+Ġt o
+t s
+Ġn p
+t er
+] ,
+m a
+Ċ ĊĠĠĠĠĠĠĠ
+== ==
+ur n
+ra y
+t urn
+q u
+Ġ T
+ĊĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠ
+on e
+t h
+t r
+ar ray
+mp ort
+0 0
+) ,
+h a
+ser t
+u lt
+a d
+Ġ y
+i z
+at ion
+c h
+re s
+f i
+Ġ :
+v e
+se t
+mp le
+Ġ def
+Ġ r
+ro m
+ĊĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠ
+" ,
+---- ----
+v er
+Ġre turn
+Ġ N
+Ġ 2
+la b
+m at
+Ġ -
+Ġ st
+y pe
+i me
+' )
+o m
+in t
+lo t
+] )
+Ġ and
+i l
+c k
+Ġ +
+p t
+#### ####
+( '
+Ġ *
+n ame
+ct ion
+ig h
+Ġ" ""
+_ _
+d ata
+a mple
+n t
+p ar
+Ġ g
+Ċ Ċ
+it h
+ge t
+Ġ e
+u p
+Ġc o
+k e
+lab el
+Ġas sert
+a b
+Ġt h
+a x
+f or
+Ġ ex
+l in
+o de
+la ss
+r i
+Ġi mport
+Ġ S
+Ġd ata
+> >
+iz e
+Ġb e
+= '
+[ '
+Ġ X
+Ġ x
+al l
+de x
+Ġn ot
+en d
+ar g
+qu al
+p ut
+f rom
+p p
+i f
+r ue
+Ġ u
+co l
+' :
+u l
+i st
+r or
+Ġ or
+p lot
+c on
+p y
+le n
+a m
+Ġ h
+t ype
+at h
+Ġ I
+o w
+p re
+u re
+ha pe
+ĠĠĠĠ Ġ
+. _
+Ġc on
+Ġ el
+Ġ A
+Ġ P
+f e
+' ]
+i m
+==== ====
+Ġ= =
+o d
+Ġ C
+Ġ de
+en t
+Ġ _
+( "
+o s
+an s
+Ġ `
+ĠN one
+i se
+Ġt est
+and om
+t o
+Ġw ith
+Ġ R
+Ġ F
+ar n
+e qual
+n p
+Ġ %
+Ġa x
+( [
+Ġ val
+igh t
+Ġf i
+al se
+ĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠ
+li st
+an ge
+Ġ me
+ample s
+u st
+u b
+" )
+ĊĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠ
+t est
+Ġ 3
+r int
+. .
+e ct
+t ime
+Ġ lo
+Ġre s
+Ġ D
+an ce
+u es
+i es
+a se
+ra in
+Ġc ol
+t a
+Ġ v
+ab le
+ode l
+n s
+fi le
+c al
+lin e
+Ġ se
+ex t
+er s
+in d
+E r
+f f
+pt ion
+o ut
+Er ror
+Ġel se
+) .
+Ġ k
+0 1
+l y
+f it
+p ath
+ar t
+p ro
+Ġ al
+Ġ array
+n e
+b o
+m in
+ra me
+arg s
+i mport
+m o
+for m
+N one
+or s
+p er
+Ġ L
+d f
+d s
+c es
+######## ########
+ma x
+me nt
+st r
+p a
+Ġ on
+b j
+at u
+Ġ {
+t e
+T rue
+di ct
+p o
+ĠT he
+[ :
+Ġ M
+p s
+Ġ an
+Ġ l
+lo at
+a pp
+a ult
+he ck
+Ġn e
+Ġp ro
+in dex
+c lass
+d er
+f ig
+Ġm at
+Ġ >>
+i ve
+pe ct
+y s
+ra ise
+ame ter
+re d
+Ġ>> >
+s hape
+Ġp lt
+co re
+atu res
+Ġu se
+s ize
+it y
+a ge
+w e
+i r
+it e
+Ġp ar
+h o
+un ction
+s amples
+Ġ len
+Ġth at
+Ċ ĉ
+Ġst r
+Ġf rom
+i v
+le arn
+Ġo ut
+Ġ label
+e t
+i al
+Ġn um
+Ġa re
+Ġp rint
+-------- --------
+ro w
+Ġ G
+i p
+* *
+Ġ /
+li b
+ar i
+o c
+1 0
+g re
+u s
+Ġ <
+or m
+co mp
+o re
+ic k
+Ġm a
+ĠĠĠĠ ĠĠ
+i mat
+b er
+Ġn ame
+u mp
+Ġw e
+F alse
+Ġp re
+s c
+Ġres ult
+p l
+m b
+Ġfi le
+ĠR e
+V al
+Ġt r
+= "
+p h
+as sert
+par se
+c l
+Ċ ĠĠĠĠĠ
+( ):
+ĊĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠ
+a g
+d ate
+Ġ E
+m s
+Ġ B
+t y
+lo w
+Ġ 4
+j o
+Ġ set
+Ġd f
+it er
+ar y
+app end
+i b
+ri x
+Ġ un
+s h
+"" "
+i fi
+par am
+st ate
+in e
+Ġ 5
+ig n
+ump y
+fe atures
+ans form
+il l
+bj ect
+Val ue
+t rain
+lo g
+pect ed
+Ġb y
+` `
+ut e
+Ġth is
+Ġ --------
+======== ========
+ameter s
+( (
+r andom
+o p
+] .
+as k
+Ġs k
+est imat
+it ion
+Ġd i
+a st
+Ġ le
+Ġ list
+z er
+ce pt
+th od
+ax is
+ct or
+ĊĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠ
+en ts
+r id
+Ġ raise
+I n
+i le
+se s
+ke y
+e f
+Ġr andom
+Ġco mp
+Ġt ime
+st ance
+f o
+c he
+a ck
+Ġ` `
+Ġ en
+ĠT rue
+ĠI f
+s core
+at ch
+Ġm ax
+" :
+Ċ Ġ
+Value Error
+d a
+Ġin t
+Ġo ption
+c s
+un d
+[: ,
+Ġ >
+Ġ at
+Ġc lass
+Ġ W
+val ues
+an t
+p ha
+for mat
+pe c
+Ġd type
+Ġf unction
+or d
+b s
+en er
+at ed
+tr ic
+ĊĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ
+. ,
+in it
+n um
+Ġval ues
+ad d
+val ue
+er ror
+at ure
+o g
+Ġb o
+um n
+e p
+m odel
+Ġ O
+Ġ get
+Ġsk learn
+Ċ ĊĠĠĠĠĠĠĠĠĠĠĠ
+p lt
+ma ge
+re nt
+Ġm odel
+6 4
+Ġr ange
+di r
+Ġp lot
+i de
+Ġex pected
+s ub
+Ġf e
+ic es
+gre ss
+Ġax is
+Ġi t
+Ġdef ault
+( ))
+ĠF alse
+i x
+um ns
+ing s
+c a
+Ġc heck
+Ġ he
+ro up
+Ġp o
+Ġ ver
+Ġ __
+p la
+Ġ* *
+Ġval ue
+Ġn umpy
+n el
+p ort
+res ult
+id th
+at or
+Ġs hape
+D ata
+R e
+Ġnum ber
+re e
+Ġ all
+li m
+mo st
+F rame
+f t
+f loat
+Ġin dex
+plot lib
+a ch
+g or
+la s
+un t
+Ġw h
+v el
+n ts
+2 5
+ra w
+Ġ line
+ma p
+Ġs o
+t ext
+pl it
+s o
+at es
+s um
+re ad
+Ġw ill
+ar get
+s ing
+9 9
+l l
+Ġf loat
+Ġ la
+n g
+ol d
+Ġw he
+Ġd ist
+me an
+ĠRe turn
+un c
+in ter
+Ġin put
+a ve
+s ion
+f rame
+Ġ \
+an g
+Ġc lf
+li ke
+Ġc an
+Ġp d
+l ic
+ation s
+Ġ ..
+we ight
+ĉ ĉ
+label s
+Ġ[ ]
+al most
+[ "
+w args
+col or
+orm al
+�� )
+c y
+1 2
+Ġ z
+Ġ-------- --
+h is
+Ġoption al
+lo c
+th er
+is ion
+ifi er
+ĠP ar
+ut il
+Ġm in
+cal e
+Ġel if
+name s
+ic al
+in ts
+b in
+igh ts
+Ġc h
+me nts
+Ġ1 0
+it le
+las ses
+ĠI n
+re n
+and as
+c c
+Ġp a
+ul d
+Ġne w
+Ġ Y
+d type
+param s
+Ġs c
+Ġs h
+Ġo s
+Ġd o
+Ġp er
+u al
+Ġlo g
+t ra
+it s
+Ġ+ =
+g ra
+d d
+Ġlabel s
+in put
+p rint
+tr ue
+1 1
+se d
+a ct
+Ġf ig
+3 2
+Ġuse d
+p i
+or k
+Ġ ----
+Ġ j
+################ ################
+ar k
+Ġ H
+Ġt rain
+co de
+r ange
+ust er
+__ (
+00 0
+Ġs ample
+" ]
+Ġp y
+jo in
+Ġout put
+ut ion
+le s
+tr ansform
+ĠReturn s
+v ari
+n ot
+Ġ[ '
+Ġe ach
+on ents
+th on
+Ġo bject
+Ġ U
+f a
+ic h
+() ,
+l at
+estimat or
+a re
+ĠPar ameters
+Ġin ter
+Ġc l
+pre dict
+Ġcol or
+le ct
+Ġ ValueError
+st art
+p es
+Ċ ĠĠĠĠ
+Ġmat plotlib
+2 0
+g th
+qu en
+i o
+r st
+i e
+d ing
+ĊĠĠĠĠĠĠĠĠ Ġ
+er nel
+Ġf it
+ĠT his
+č ĊĠĠĠĠĠĠĠ
+ne w
+g er
+n o
+' ],
+id x
+Ġn o
+: `
+Ġs ub
+p r
+] [
+a mp
+en s
+c ision
+ult i
+ction s
+u g
+de d
+Ġ ha
+Ġ .
+st e
+on t
+p os
+val id
+-- -
+Ġ @
+out put
+Ġme thod
+in stance
+Ġmat rix
+Ġh as
+pre d
+Ġt ype
+def ault
+Ġ 6
+= [
+Ġ( '
+w r
+lt er
+re q
+zer os
+b ase
+2 01
+ar d
+c re
+p en
+ul l
+ces s
+w idth
+1 5
+ver t
+ri b
+E S
+q ue
+a u
+in fo
+e mp
+00 00
+lo ad
+I N
+Ġ K
+pa ce
+o k
+s plit
+ĠS e
+Ġ !
+ta in
+ĠD ata
+en ter
+comp onents
+ho uld
+el d
+} ,
+util s
+č ĊĠĠĠ
+' '
+] ]
+ind ow
+t ick
+s ample
+u ment
+Ġ row
+' ),
+a k
+d oc
+Ġin d
+u se
+Ġd ate
+g rid
+di st
+ar ch
+ot h
+u ct
+v ent
+a v
+a y
+igh b
+er ies
+---------------- ----------------
+if ic
+mat rix
+ar s
+Ġwh ich
+E R
+' ])
+Ġc or
+k wargs
+Ġc al
+A T
+Ġs pec
+all y
+Ġ up
+at s
+f n
+at tr
+Ġ! =
+Ġp os
+. __
+lo se
+sh ow
+ser ies
+i ss
+ĊĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠ
+Ġ lin
+Ġ one
+w ith
+Ġs up
+en se
+Ġ ro
+Ġs hould
+el l
+Ġis instance
+= (
+s q
+Ġal pha
+m l
+b ar
+on g
+Ġ 8
+bo x
+c heck
+t t
+ĠE x
+u de
+raise s
+Ġc ur
+s parse
+5 0
+g roup
+re ct
+mb da
+i py
+ur ce
+Ġtr y
+C lass
+3 3
+co m
+n d
+/ /
+pla ce
+c lasses
+Ġv ari
+ĊĠĠĠĠĠĠĠĠ ĠĠ
+Ġ---- ---
+S t
+Ġ key
+t itle
+co unt
+] ))
+Ġg ener
+Ġa pp
+Ġs ize
+1 6
+Ġha ve
+Ġstr ing
+iz er
+co py
+gress ion
+ighb ors
+g es
+c or
+se ts
+col umns
+un i
+c ur
+[ -
+1 00
+' .
+ow n
+c lf
+Ġ arg
+m ask
+in al
+A R
+le d
+Ġ V
+pro b
+p on
+p ol
+Ġma ke
+iz ed
+b y
+O N
+n an
+ra di
+co res
+Ġpro b
+Ġm ust
+r and
+7 5
+) ]
+Ġi ter
+Ġon ly
+t he
+Ġu sing
+g s
+Ġex cept
+Ġg iv
+ar r
+me tric
+() .
+f unc
+ate gor
+8 0
+Ġp ath
+C o
+ver age
+Ġco py
+Ġst art
+zer o
+ns ion
+u ff
+fig ure
+o ff
+la y
+Ġs parse
+u le
+ax es
+` .
+1 4
+at ive
+)) )
+t arget
+j ect
+Ġb in
+de n
+b e
+wr ite
+s v
+res h
+i an
+tr ans
+č Ċ
+Ġ |
+qu i
+ĠN ot
+Ġ error
+ar ange
+t ing
+Ġi d
+st d
+me thod
+Ġp andas
+fe ren
+col umn
+In dex
+Ġo ther
+tr ib
+Ġme tric
+Ġt m
+Ġ{ }
+Ġdata set
+Ġdi ct
+ke ys
+O R
+o f
+i od
+s p
+2 4
+([ [
+_ ,
+an ces
+ĊĠĠĠĠĠĠĠĠ ĠĠĠĠ
+o u
+: :
+bo se
+ĠC o
+str ing
+Ġb ase
+d ot
+Ġ end
+Ġo ver
+r t
+0 5
+Ġc om
+al pha
+Ġ 7
+am s
+** **
+ĊĊ Ġ
+o bject
+n a
+ic ense
+Ġ ve
+Ġf a
+' ):
+w o
+Ġm o
+up le
+Ġfi rst
+co ef
+er y
+il d
+Ġs y
+f unction
+vari ance
+Ċĉ ĉ
+an k
+che s
+6 6
+ust ers
+ot al
+g end
+Ġfe atures
+Ġcon t
+or der
+Ġcol umns
+arn ing
+ĠT est
+1 3
+re ate
+Class ifier
+r un
+gor ith
+Ġd if
+Data Frame
+lo ck
+t able
+di m
+ĊĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ Ġ
+s ort
+Ġgiv en
+s pace
+E qual
+lt a
+ro p
+Ġs amples
+n ode
+Ġi mage
+ro ss
+ad er
+: //
+u c
+o bj
+( -
+Ġfe ature
+ty pes
+Ġin it
+Ġd is
+S E
+Ġ{ '
+i mage
+m ark
+Ġcol umn
+c ent
+c ul
+Ġwhe n
+tr y
+] :
+1 9
+v ar
+================ ================
+ic e
+Ġb ut
+C on
+arn ings
+er r
+ab s
+] ])
+T ype
+ĠData Frame
+w ise
+Ġs ame
+re f
+I T
+m on
+a ut
+pt im
+Ġs p
+le an
+T est
+ist ic
+le ction
+Ġin te
+n orm
+c lose
+r ight
+Ġresult s
+c at
+cs v
+fi x
+)) ,
+2 3
+s y
+b ack
+iz ation
+Ġwe ights
+1 7
+r c
+or y
+ie w
+A N
+A L
+" .
+w ork
+ĠSe e
+po ch
+lo ts
+Ġs core
+con d
+Ġex p
+ma in
+y le
+8 8
+or ds
+], [
+Ġm ore
+Ġ qu
+Ġtr ansform
+Ġfor mat
+Ġsc ipy
+ar ge
+Ġs ys
+Ġor der
+a f
+g en
+estimat ors
+Ġpo ints
+Ġcon tain
+s cale
+ul ar
+Ġa dd
+Ġme an
+M E
+ol s
+Ġr un
+te mp
+ra ph
+', '
+Ġpar ameter
+lic e
+t ed
+Ġdate time
+Ġax es
+m od
+fe ature
+Ġ args
+rib ution
+im um
+gorith m
+ĊĠĠĠĠ ĊĠĠĠ
+t en
+Ġpa ss
+L E
+Ġs cal
+Ġr ng
+3 0
+' s
+ĠL icense
+Ġn ormal
+] ),
+Ġ 9
+line ar
+2 7
+ab il
+s ave
+} )
+ut ed
+4 5
+le vel
+m an
+able s
+P ar
+re g
+o und
+lin es
+1 8
+A S
+ens or
+len gth
+Ġd oc
+date time
+Ġp art
+Ġc ase
+Ġn ode
+ex p
+lo ss
+test ing
+' t
+ĊĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠ
+6 0
+Ġth an
+ib le
+s k
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