FIX: Force-normalize all line endings in repository

.gitattributes

@@ -1,43 +1,3 @@
-<<<<<<< HEAD
-* text=auto
-*.ipynb text eol=lf
-=======
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-*.arrow filter=lfs diff=lfs merge=lfs -text
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-*.gz filter=lfs diff=lfs merge=lfs -text
-*.h5 filter=lfs diff=lfs merge=lfs -text
-*.joblib filter=lfs diff=lfs merge=lfs -text
-*.lfs.* filter=lfs diff=lfs merge=lfs -text
-*.mlmodel filter=lfs diff=lfs merge=lfs -text
-*.model filter=lfs diff=lfs merge=lfs -text
-*.msgpack filter=lfs diff=lfs merge=lfs -text
-*.npy filter=lfs diff=lfs merge=lfs -text
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.gitignore

@@ -217,9 +217,19 @@ data/saved_plots/
 models/
 __pycache__/
 tests/
-nltk_data/
 models/
 data/app_data/
 README-api.md
 README-app.md
-README-git.md
+README-git.md
+cache/
+.vscode/
+.idea/
+*.DS_Store
+
+# Ignore all files directly inside nltk_data, like the .zip files
+nltk_data/*
+# Keep the essential subdirectories
+!nltk_data/corpora/
+!nltk_data/taggers/
+!nltk_data/tokenizers/

nltk_data/corpora/omw-1.4.zip

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+size 26634772

nltk_data/corpora/stopwords.zip

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nltk_data/corpora/stopwords/README

@@ -0,0 +1,32 @@
+Stopwords Corpus
+
+This corpus contains lists of stop words for several languages.  These
+are high-frequency grammatical words which are usually ignored in text
+retrieval applications.
+
+They were obtained from:
+http://anoncvs.postgresql.org/cvsweb.cgi/pgsql/src/backend/snowball/stopwords/
+
+The stop words for the Romanian language were obtained from:
+http://arlc.ro/resources/
+
+The English list has been augmented
+https://github.com/nltk/nltk_data/issues/22
+
+The German list has been corrected
+https://github.com/nltk/nltk_data/pull/49
+
+A Kazakh list has been added
+https://github.com/nltk/nltk_data/pull/52
+
+A Nepali list has been added
+https://github.com/nltk/nltk_data/pull/83
+
+An Azerbaijani list has been added
+https://github.com/nltk/nltk_data/pull/100
+
+A Greek list has been added
+https://github.com/nltk/nltk_data/pull/103
+
+An Indonesian list has been added
+https://github.com/nltk/nltk_data/pull/112

nltk_data/corpora/stopwords/albanian

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nltk_data/corpora/stopwords/arabic

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nltk_data/corpora/stopwords/azerbaijani

@@ -0,0 +1,165 @@
+a
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+çünki
+da
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+də
+dedi
+dək
+dən
+dəqiqə
+deyil
+dir
+doqquz
+doqsan
+dörd
+düz
+ə
+edən
+edir
+əgər
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+əlli
+ən
+əslində
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+ha
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+həm
+həmin
+həmişə
+hər
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+il
+ildə
+ilə
+ilk
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+isə
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+nə
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+o
+obirisi
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+olaraq
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+olur
+on
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+ondan
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+onun
+oradan
+otuz
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+özü
+qarşı
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+qırx
+saat
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+səhv
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+siz
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+sizlər
+sonra
+təəssüf
+ü
+üç
+üçün
+var
+və
+xan
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+xeyr
+ya
+yalnız
+yaxşı
+yeddi
+yenə
+yəni
+yetmiş
+yox
+yoxdur
+yoxsa
+yüz
+zaman

nltk_data/corpora/stopwords/basque

@@ -0,0 +1,326 @@
+ahala
+aitzitik
+al
+ala 
+alabadere
+alabaina
+alabaina
+aldiz 
+alta
+amaitu
+amaitzeko
+anitz
+antzina
+arabera
+arabera
+arabera
+argi
+arratsaldero
+arte
+artean
+asko
+aspaldiko
+aurrera
+aurrera
+azkenez
+azkenik
+azkenik
+ba
+bada
+bada 
+bada 
+bada 
+badarik
+badarik
+badarik 
+badere
+bai
+baina
+baina
+baina 
+baino
+baino
+baino
+baino
+baita
+baizik 
+baldin
+baldin
+barren
+bat
+batean
+batean
+batean
+batean
+batek
+baten
+batera
+batez
+bati
+batzuei
+batzuek
+batzuetan
+batzuk
+bazen
+bederen
+bederik
+beharrez
+behiala
+behin
+behin
+behin
+behin
+behinik
+behinola
+behintzat
+bera
+beraiek
+beranduago
+berau
+berauek
+beraz
+beraz 
+bere
+berean
+berebat
+berehala
+berori
+beroriek
+berriro
+berriz
+bertzalde
+bertzenaz
+bestalde
+beste
+bestela
+besterik
+bezain
+bezala
+bide
+bien
+bigarrenez
+bigarrenik
+bitartean
+bitartean
+bizkitartean
+bukaeran
+bukatzeko 
+da
+dago
+dago
+dela
+dela
+dela
+delarik
+den
+dena
+dena
+dezadan
+dira
+ditu
+du
+dute
+edo
+edo 
+edota 
+egin
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+egun
+egun
+egunean
+emateko
+era
+erdi
+ere
+ere
+ere
+ere
+ere 
+esan
+esan
+esanak
+esandakoaren
+eta
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+eta
+eta
+eta 
+eta 
+eurak
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+ez 
+ez 
+eze 
+ezen
+ezer
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+ezpabere 
+ezpada 
+ezpere
+ezperen 
+ezta
+funtsean
+gabe
+gain
+gainera 
+gainera 	
+gainerontzean 
+gaur
+gero
+gero
+gero
+geroago
+gisa
+gu
+gutxi
+guzti
+guztia
+guztiz 
+haatik
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+haiek
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+hain
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+hainbestez 
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+hala
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+hargatik
+hari
+hark
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+hau
+hau
+hau
+hau
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+hi
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+honetan
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+honi
+hor
+hori
+hori
+hori
+horiei
+horiek
+horietan
+horko
+horra 	
+horratik
+horregatik
+horregatik
+horrek
+horrela
+horrela
+horrela
+horren
+horrenbestez
+horretan
+horri
+hortaz
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+hortik
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+ikusi
+ikusi
+izan
+izan
+izan
+jarraituz
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+kasuaz
+kontuan
+laburbilduz
+laburki
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+laster
+lehen
+lehen
+lehen
+lehen
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+lehen-lehenik
+litzateke
+medio
+mendean
+mundura
+nahiz
+ni
+noiz
+nola
+non
+nondik
+nongo
+nor
+nora
+on
+ondoren
+ondorio
+ondorioz
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+orain
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+orduan
+orduan 
+orduko
+ordura
+orobat
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+osterantzean 
+pentsatuz
+ustez
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+zein
+zein 
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+zenbat
+zer
+zeren
+zergatik
+zergatik
+ziren
+zituen
+zu
+zuek
+zuen
+zuten
+zuzen

nltk_data/corpora/stopwords/belarusian

@@ -0,0 +1,224 @@
+на
+не
+што
+па
+да
+за
+як
+для
+гэта
+ад
+яго
+аб
+ён
+калi
+якiя
+мы
+больш
+таксама
+iх
+толькi
+пра
+каб
+гэтым
+так
+але
+яшчэ
+тым
+якi
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+яны
+цяпер
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+пасля
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+гэтага
+годзе
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+адзiн
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+млн
+падчас
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+якія
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+адным
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+добра
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+такiх
+зноў
+мiльёнаў
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+млрд
+сам
+ці
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+двух
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+найбольш
+такi
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+сваё
+праўда
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+зусiм
+пяць
+некаторыя
+дык
+крыху
+чаму
+такой
+магчыма
+сапраўды
+такая
+вам
+нешта
+усiх
+адно
+далей
+значыць
+чатыры
+самых
+хутка
+самы
+дзякуючы
+наш
+часта
+самым
+першай
+адзін
+супраць
+яно
+другi
+удзень
+нiчога
+мой
+побач

nltk_data/corpora/stopwords/bengali

@@ -0,0 +1,398 @@
+অতএব
+অথচ
+অথবা
+অনুযায়ী
+অনেক
+অনেকে
+অনেকেই
+অন্তত
+অন্য
+অবধি
+অবশ্য
+অর্থাত
+আই
+আগামী
+আগে
+আগেই
+আছে
+আজ
+আদ্যভাগে
+আপনার
+আপনি
+আবার
+আমরা
+আমাকে
+আমাদের
+আমার
+আমি
+আর
+আরও
+ই
+ইত্যাদি
+ইহা
+উচিত
+উত্তর
+উনি
+উপর
+উপরে
+এ
+এঁদের
+এঁরা
+এই
+একই
+একটি
+একবার
+একে
+এক্
+এখন
+এখনও
+এখানে
+এখানেই
+এটা
+এটাই
+এটি
+এত
+এতটাই
+এতে
+এদের
+এব
+এবং
+এবার
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+এমনকী
+এমনি
+এর
+এরা
+এল
+এস
+এসে
+ঐ
+ও
+ওঁদের
+ওঁর
+ওঁরা
+ওই
+ওকে
+ওখানে
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+ওরা
+কখনও
+কত
+কবে
+কমনে
+কয়েক
+কয়েকটি
+করছে
+করছেন
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+করবে
+করবেন
+করলে
+করলেন
+করা
+করাই
+করায়
+করার
+করি
+করিতে
+করিয়া
+করিয়ে
+করে
+করেই
+করেছিলেন
+করেছে
+করেছেন
+করেন
+কাউকে
+কাছ
+কাছে
+কাজ
+কাজে
+কারও
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+কিছুই
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+ক্ষেত্রে
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+গেছে
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+ছাড়াও
+ছিল
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+মোট
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+স��স্ত
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+সি
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+হবে
+হবেন
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+হয়তো
+হয়নি
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+হয়েই
+হয়েছিল
+হয়েছে
+হয়েছেন
+হল
+হলে
+হলেই
+হলেও
+হলো
+হাজার
+হিসাবে
+হৈলে
+হোক
+হয়

nltk_data/corpora/stopwords/catalan

@@ -0,0 +1,278 @@
+a
+abans
+ací
+ah
+així
+això
+al
+aleshores
+algun
+alguna
+algunes
+alguns
+alhora
+allà
+allí
+allò
+als
+altra
+altre
+altres
+amb
+ambdues
+ambdós
+anar
+ans
+apa
+aquell
+aquella
+aquelles
+aquells
+aquest
+aquesta
+aquestes
+aquests
+aquí
+baix
+bastant
+bé
+cada
+cadascuna
+cadascunes
+cadascuns
+cadascú
+com
+consegueixo
+conseguim
+conseguir
+consigueix
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+vostra
+vostre
+vostres
+érem
+éreu
+és
+éssent
+últim
+ús

nltk_data/corpora/stopwords/chinese

@@ -0,0 +1,841 @@
+一
+一下
+一些
+一切
+一则
+一天
+一定
+一方面
+一旦
+一时
+一来
+一样
+一次
+一片
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+一起
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+上升
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+不久
+不仅
+不会
+不但
+不光
+不单
+不变
+不只
+不可
+不同
+不够
+不如
+不得
+不怕
+不惟
+不成
+不拘
+不敢
+不断
+不是
+不比
+不然
+不特
+不独
+不管
+不能
+不要
+不论
+不足
+不过
+不问
+与
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+与否
+与此同时
+专门
+且
+两者
+严格
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+中间
+丰富
+临
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+为主
+为了
+为什么
+为什麽
+为何
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+主张
+主要
+举行
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+乃至
+么
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+之一
+之前
+之后
+之後
+之所以
+之类
+乌乎
+乎
+乘
+也
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+也是
+也罢
+了
+了解
+争取
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+于是
+于是乎
+云云
+互相
+产生
+人们
+人家
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+今后
+今天
+今年
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+但是
+何
+何况
+何处
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+使得
+使用
+例如
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+该
+说明
+诸位
+谁
+谁知
+赶
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+越是
+跟
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+转贴
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+过去
+过来
+运用
+还是
+还有
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+这个
+这么
+这么些
+这么样
+这么点儿
+这些
+这会儿
+这儿
+这就是说
+这时
+这样
+这点
+这种
+这边
+这里
+这麽
+进入
+进步
+进而
+进行
+连
+连同
+适应
+适当
+适用
+逐步
+逐渐
+通常
+通过
+造成
+遇到
+遭到
+避免
+那
+那个
+那么
+那么些
+那么样
+那些
+那会儿
+那儿
+那时
+那样
+那边
+那里
+那麽
+部分
+鄙人
+采取
+里面
+重大
+重新
+重要
+鉴于
+问题
+防止
+阿
+附近
+限制
+除
+除了
+除此之外
+除非
+随
+随着
+随著
+集中
+需要
+非但
+非常
+非徒
+靠
+顺
+顺着
+首先
+高兴
+是不是

nltk_data/corpora/stopwords/danish

@@ -0,0 +1,94 @@
+og
+i
+jeg
+det
+at
+en
+den
+til
+er
+som
+på
+de
+med
+han
+af
+for
+ikke
+der
+var
+mig
+sig
+men
+et
+har
+om
+vi
+min
+havde
+ham
+hun
+nu
+over
+da
+fra
+du
+ud
+sin
+dem
+os
+op
+man
+hans
+hvor
+eller
+hvad
+skal
+selv
+her
+alle
+vil
+blev
+kunne
+ind
+når
+være
+dog
+noget
+ville
+jo
+deres
+efter
+ned
+skulle
+denne
+end
+dette
+mit
+også
+under
+have
+dig
+anden
+hende
+mine
+alt
+meget
+sit
+sine
+vor
+mod
+disse
+hvis
+din
+nogle
+hos
+blive
+mange
+ad
+bliver
+hendes
+været
+thi
+jer
+sådan

nltk_data/corpora/stopwords/dutch

@@ -0,0 +1,101 @@
+de
+en
+van
+ik
+te
+dat
+die
+in
+een
+hij
+het
+niet
+zijn
+is
+was
+op
+aan
+met
+als
+voor
+had
+er
+maar
+om
+hem
+dan
+zou
+of
+wat
+mijn
+men
+dit
+zo
+door
+over
+ze
+zich
+bij
+ook
+tot
+je
+mij
+uit
+der
+daar
+haar
+naar
+heb
+hoe
+heeft
+hebben
+deze
+u
+want
+nog
+zal
+me
+zij
+nu
+ge
+geen
+omdat
+iets
+worden
+toch
+al
+waren
+veel
+meer
+doen
+toen
+moet
+ben
+zonder
+kan
+hun
+dus
+alles
+onder
+ja
+eens
+hier
+wie
+werd
+altijd
+doch
+wordt
+wezen
+kunnen
+ons
+zelf
+tegen
+na
+reeds
+wil
+kon
+niets
+uw
+iemand
+geweest
+andere

nltk_data/corpora/stopwords/finnish

@@ -0,0 +1,235 @@
+olla
+olen
+olet
+on
+olemme
+olette
+ovat
+ole
+oli
+olisi
+olisit
+olisin
+olisimme
+olisitte
+olisivat
+olit
+olin
+olimme
+olitte
+olivat
+ollut
+olleet
+en
+et
+ei
+emme
+ette
+eivät
+minä
+minun
+minut
+minua
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+minusta
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+minulla
+minulta
+minulle
+sinä
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+sinut
+sinua
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+sinusta
+sinuun
+sinulla
+sinulta
+sinulle
+hän
+hänen
+hänet
+häntä
+hänessä
+hänestä
+häneen
+hänellä
+häneltä
+hänelle
+me
+meidän
+meidät
+meitä
+meissä
+meistä
+meihin
+meillä
+meiltä
+meille
+te
+teidän
+teidät
+teitä
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+teistä
+teihin
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+teiltä
+teille
+he
+heidän
+heidät
+heitä
+heissä
+heistä
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+heiltä
+heille
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+tämän
+tätä
+tässä
+tästä
+tähän
+tallä
+tältä
+tälle
+tänä
+täksi
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+tuon
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+tuossa
+tuosta
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+tuolta
+tuolle
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+sen
+sitä
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+siltä
+sille
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+siksi
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+näille
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+näiksi
+nuo
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+noista
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+noilla
+noilta
+noille
+noina
+noiksi
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+niiltä
+niille
+niinä
+niiksi
+kuka
+kenen
+kenet
+ketä
+kenessä
+kenestä
+keneen
+kenellä
+keneltä
+kenelle
+kenenä
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+ketkä
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+keistä
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+keiltä
+keille
+keinä
+keiksi
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+minkä
+mitä
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+mistä
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+miltä
+mille
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+miksi
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+josta
+johon
+jolla
+jolta
+jolle
+jona
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+jotka
+joiden
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+joissa
+joista
+joihin
+joilla
+joilta
+joille
+joina
+joiksi
+että
+ja
+jos
+koska
+kuin
+mutta
+niin
+sekä
+sillä
+tai
+vaan
+vai
+vaikka
+kanssa
+mukaan
+noin
+poikki
+yli
+kun
+niin
+nyt
+itse

nltk_data/corpora/stopwords/french

@@ -0,0 +1,157 @@
+au
+aux
+avec
+ce
+ces
+dans
+de
+des
+du
+elle
+en
+et
+eux
+il
+ils
+je
+la
+le
+les
+leur
+lui
+ma
+mais
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+ait
+ayons
+ayez
+aient
+eusse
+eusses
+eût
+eussions
+eussiez
+eussent

nltk_data/corpora/stopwords/german

@@ -0,0 +1,232 @@
+aber
+alle
+allem
+allen
+aller
+alles
+als
+also
+am
+an
+ander
+andere
+anderem
+anderen
+anderer
+anderes
+anderm
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+anderr
+anders
+auch
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+aus
+bei
+bin
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+bist
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+damit
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+denselben
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+dieselbe
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+dasselbe
+dazu
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+denn
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+wo
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+wollte
+würde
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+zu
+zum
+zur
+zwar
+zwischen

nltk_data/corpora/stopwords/greek

@@ -0,0 +1,265 @@
+αλλα
+αν
+αντι
+απο
+αυτα
+αυτεσ
+αυτη
+αυτο
+αυτοι
+αυτοσ
+αυτουσ
+αυτων
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+αἳ
+αἵ
+αὐτόσ
+αὐτὸς
+αὖ
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+γα^
+γε
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+γὰρ
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+δι'
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+ὡσ
+ὥς
+ὥστε
+ὦ
+ᾧ

nltk_data/corpora/stopwords/hebrew

@@ -0,0 +1,221 @@
+אני
+את
+אתה
+אנחנו
+אתן
+אתם
+הם
+הן
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+נו
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+אחרת
+אחרים
+אחרות
+אשר
+או

nltk_data/corpora/stopwords/hinglish

@@ -0,0 +1,1036 @@
+a
+aadi
+aaj
+aap
+aapne
+aata
+aati
+aaya
+aaye
+ab
+abbe
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+you've
+yup

nltk_data/corpora/stopwords/hungarian

@@ -0,0 +1,199 @@
+a
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+ahol
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nltk_data/corpora/stopwords/indonesian

@@ -0,0 +1,758 @@
+ada
+adalah
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nltk_data/corpora/stopwords/italian

@@ -0,0 +1,279 @@
+ad
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+stetti
+stesti
+stette
+stemmo
+steste
+stettero
+stessi
+stesse
+stessimo
+stessero
+stando

nltk_data/corpora/stopwords/kazakh

@@ -0,0 +1,380 @@
+ах
+ох
+эх
+ай
+эй
+ой
+тағы
+тағыда
+әрине
+жоқ
+сондай
+осындай
+осылай
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+мұндай
+бұндай
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+ол
+біз
+біздер
+олар
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+сіздер
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+саған
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+оның
+бізге
+сізге
+оларға
+біздерге
+сіздерге
+оларға
+менімен
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+онымен
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+сізбен
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+сіздермен
+менің
+сенің
+біздің
+сіздің
+оның
+біздердің
+сіздердің
+олардың
+маған
+саған
+оған
+менен
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+одан
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+сізден
+олардан
+біздерден
+сіздерден
+олардан
+айтпақшы
+сонымен
+сондықтан
+бұл
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+сол
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+мынау
+сонау
+осынау
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+мына
+сона
+әні
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+өй
+үйт
+бүйт
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+кейбіреу
+кейбір
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+әрбір
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+әркім
+әрне
+әрқайсы
+әрқалай
+әлдекім
+әлдене
+әлдеқайдан
+әлденеше
+әлдеқалай
+әлдеқашан
+алдақашан
+еш
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+ешбір
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+дәнеңе
+ешқашан
+ешқандай
+ешқайсы
+емес
+бәрі
+барлық
+барша
+бар
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+алатау
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+ғұрлы
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+гүрс
+
+дүрс
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+қорс
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+тарс
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+тырс
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+ырс
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+барқ
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+борт
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+күрт
+
+кірт
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+морт
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+сарт
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+шырт
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+дүңк
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+күңк
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+қыңқ
+
+мыңқ
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+маңқ
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+саңқ
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+шаңқ
+
+шіңк
+
+сыңқ
+
+таңқ
+
+тыңқ
+
+ыңқ
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+болп
+
+былп
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+жалп
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+желп
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+қолп
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+ірк
+
+ырқ
+
+сарт-сұрт
+
+тарс-тұрс
+
+арс-ұрс
+
+жалт-жалт
+
+жалт-жұлт
+
+қалт-қалт
+
+қалт-құлт
+
+қаңқ-қаңқ
+
+қаңқ-құңқ
+
+шаңқ-шаңқ
+
+шаңқ-шұңқ
+
+арбаң-арбаң
+
+бүгжең-бүгжең
+
+арсалаң-арсалаң
+
+ербелең-ербелең
+
+батыр-бұтыр
+
+далаң-далаң
+
+тарбаң-тарбаң
+
+қызараң-қызараң
+
+қаңғыр-күңгір
+
+қайқаң-құйқаң
+
+митың-митың
+
+салаң-сұлаң
+
+ыржың-тыржың
+бірақ
+алайда
+дегенмен
+әйтпесе
+әйткенмен
+себебі
+өйткені
+сондықтан
+үшін
+сайын
+сияқты
+туралы
+арқылы
+бойы
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+шамалы
+шақты
+қаралы
+ғұрлы
+ғұрлым
+гөрі
+бері
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+соң
+бұрын
+бетер
+қатар
+бірге
+қоса
+шейін
+дейін
+қарай
+таман
+салым
+тарта
+жуық
+таяу
+арнайы
+осындай
+ғана
+қана
+тек
+әншейін

nltk_data/corpora/stopwords/nepali

@@ -0,0 +1,255 @@
+छ
+र
+पनि
+छन्
+लागि
+भएको
+गरेको
+भने
+गर्न
+गर्ने
+हो
+तथा
+यो
+रहेको
+उनले
+थियो
+हुने
+गरेका
+थिए
+गर्दै
+तर
+नै
+को
+मा
+हुन्
+भन्ने
+हुन
+गरी
+त
+हुन्छ
+अब
+के
+रहेका
+गरेर
+छैन
+दिए
+भए
+यस
+ले
+गर्नु
+औं
+सो
+त्यो
+कि
+जुन
+यी
+का
+गरि
+ती
+न
+छु
+छौं
+लाई
+नि
+उप
+अक्सर
+आदि
+कसरी
+क्रमशः
+चाले
+अगाडी
+अझै
+अनुसार
+अन्तर्गत
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+अन्यत्र
+अन्यथा
+अरु
+अरुलाई
+अर्को
+अर्थात
+अर्थात्
+अलग
+आए
+आजको
+ओठ
+आत्म
+आफू
+आफूलाई
+आफ्नै
+आफ्नो
+आयो
+उदाहरण
+उनको
+उहालाई
+एउटै
+एक
+एकदम
+कतै
+कम से कम
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+कसैले
+कहाँबाट
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+का
+किन
+किनभने
+कुनै
+कुरा
+कृपया
+केही
+कोही
+गए
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+गर्छ
+गर्छु
+गर्नुपर्छ
+गयौ
+गैर
+चार
+चाहनुहुन्छ
+चाहन्छु
+चाहिए
+छू
+जताततै
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+जसबाट
+जसमा
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+जान
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+तिनिहरुलाई
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+तेस्कारण
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+दिनुहुन्छ
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+नजिकै
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+नौ
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+या
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+बिरुद्ध
+बिशेष
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+सम्म
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+सात
+साथ
+साथै
+सारा
+सोही
+स्पष्ट
+हरे
+हरेक

nltk_data/corpora/stopwords/norwegian

@@ -0,0 +1,176 @@
+og
+i
+jeg
+det
+at
+en
+et
+den
+til
+er
+som
+på
+de
+med
+han
+av
+ikke
+ikkje
+der
+så
+var
+meg
+seg
+men
+ett
+har
+om
+vi
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+mitt
+ha
+hadde
+hun
+nå
+over
+da
+ved
+fra
+du
+ut
+sin
+dem
+oss
+opp
+man
+kan
+hans
+hvor
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+hva
+skal
+selv
+sjøl
+her
+alle
+vil
+bli
+ble
+blei
+blitt
+kunne
+inn
+når
+være
+kom
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+noe
+ville
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+kun
+ja
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+meget
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+dette
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+uten
+hvordan
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+din
+ditt
+blir
+samme
+hvilken
+hvilke
+sånn
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+mellom
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+hvem
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+hvis
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+enn
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+dykkar
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+ein
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+si
+sia
+sidan
+so
+somt
+somme
+um
+upp
+vere
+vore
+verte
+vort
+varte
+vart

nltk_data/corpora/stopwords/portuguese

@@ -0,0 +1,207 @@
+a
+à
+ao
+aos
+aquela
+aquelas
+aquele
+aqueles
+aquilo
+as
+às
+até
+com
+como
+da
+das
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+dela
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+dele
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+é
+ela
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+tivessem
+tivéssemos
+tu
+tua
+tuas
+um
+uma
+você
+vocês
+vos

nltk_data/corpora/stopwords/romanian

@@ -0,0 +1,356 @@
+a
+abia
+acea
+aceasta
+această
+aceea
+aceeasi
+acei
+aceia
+acel
+acela
+acelasi
+acele
+acelea
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+acestei
+acestia
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+adica
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+aibă
+aici
+al
+ala
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+alea
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+altceva
+altcineva
+alte
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+altii
+altul
+am
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+avut
+aş
+aţi
+ba
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+cam
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+careia
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+catre
+ce
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+cei
+ceilalti
+cel
+cele
+celor
+ceva
+chiar
+ci
+cind
+cine
+cineva
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nltk_data/corpora/stopwords/russian

@@ -0,0 +1,151 @@
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nltk_data/corpora/stopwords/slovene

@@ -0,0 +1,1784 @@
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nltk_data/corpora/stopwords/spanish

@@ -0,0 +1,313 @@
+de
+la
+que
+el
+en
+y
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nltk_data/corpora/stopwords/swedish

@@ -0,0 +1,114 @@
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nltk_data/corpora/stopwords/tajik

@@ -0,0 +1,163 @@
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+агар 
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nltk_data/corpora/stopwords/turkish

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nltk_data/taggers/averaged_perceptron_tagger_eng/averaged_perceptron_tagger_eng.tagdict.json

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"roughly": "RB", "mortgages": "NNS", "Rep.": "NNP", "without": "IN", "In": "IN", "researchers": "NNS", "If": "IN", "summer": "NN", "United": "NNP", "Service": "NNP", "being": "VBG", "money": "NN", "actions": "NNS", "Daniel": "NNP", "announcement": "NN", "death": "NN", "rose": "VBD", "seems": "VBZ", "improvement": "NN", "4": "CD", "Although": "IN", "pill": "NN", "real": "JJ", "rules": "NNS", "Sachs": "NNP", "Ortega": "NNP", "inflation": "NN", "traffic": "NN", "using": "VBG", "'ve": "VBP", "annually": "RB", "audience": "NN", "London": "NNP", "retailers": "NNS", "fully": "RB", "Moreover": "RB", "Since": "IN", "competition": "NN", "Dr.": "NNP", "New": "NNP", "gross": "JJ", "legal": "JJ", "conservative": "JJ", "critical": "JJ", "deficit": "NN", "provides": "VBZ", "football": "NN", "scientific": "JJ", "power": "NN", "leadership": "NN", "manufacturer": "NN", "on": "IN", "central": "JJ", "S.A.": "NNP", "of": "IN", "industry": "NN", "Trade": "NNP", "airline": "NN", "or": "CC", "road": "NN", "outlook": "NN", "coupon": "NN", "instruments": "NNS", "image": "NN", "parties": "NNS", "your": "PRP$", "area": "NN", "Engelken": "NNP", "Bartlett": "NNP", "trying": "VBG", "with": "IN", "Guber": "NNP", "volume": "NN", "fraud": "NN", "House": "NNP", "pulp": "NN", "gone": "VBN", "ad": "NN", "certain": "JJ", "am": "VBP", "sales": "NNS", "Thursday": "NNP", "an": "DT", "at": "IN", "film": "NN", "USX": "NNP", "4.5": "CD", "again": "RB", "event": "NN", "field": "NN", "5": "CD", "you": "PRP", "Ross": "NNP", "Las": "NNP", "poor": "JJ", "Jaguar": "NNP", "students": "NNS", "includes": "VBZ", "important": "JJ", "coverage": "NN", "stocks": "NNS", "US$": "$", "assets": "NNS", "wife": "NN", "directors": "NNS", "Street": "NNP", "minister": "NN", "Canada": "NNP", "founder": "NN", "dollar": "NN", "5\\/8": "CD", "month": "NN", "settlement": "NN", "decisions": "NNS", "children": "NNS", "Brown": "NNP", "to": "TO", "program": "NN", "health": "NN", "lawmakers": "NNS", "activities": "NNS", "woman": "NN", "far": "RB", "difference": "NN", "`": "``", "cable": "NN", "--": ":", "large": "JJ", "small": "JJ", "rate": "NN", "lawyer": "NN", "investment": "NN", "HUD": "NNP", "Korea": "NNP", "consumers": "NNS", "Paribas": "NNP", "version": "NN", "scientists": "NNS", "Ogilvy": "NNP", "Bethlehem": "NNP", "full": "JJ", "hours": "NNS", "strong": "JJ", "thrift": "NN", "prosecutors": "NNS", "ahead": "RB", "houses": "NNS", "losses": "NNS", "social": "JJ", "action": "NN", "options": "NNS", "via": "IN", "family": "NN", "S.": "NNP", "establish": "VB", "Europe": "NNP", "shareholders": "NNS", "Dinkins": "NNP", "eye": "NN", "takes": "VBZ", "11\\/16": "CD", "Hewlett-Packard": "NNP", "two": "CD", "Corp": "NNP", "6": "CD", "taken": "VBN", "markets": "NNS", "Manville": "NNP", "Intel": "NNP", "division": "NN", "company": "NN", "producing": "VBG", "town": "NN", "keeping": "VBG", "hour": "NN", "nine": "CD", "history": "NN", "purchases": "NNS", "IBM": "NNP", "adviser": "NN", "share": "NN", "numbers": "NNS", "Thompson": "NNP", "sharp": "JJ", "!": ".", "huge": "JJ", "court": "NN", "goal": "NN", "rather": "RB", "Carpenter": "NNP", "earnings": "NNS", "plant": "NN", "different": "JJ", "response": "NN", "acquisitions": "NNS", "Mexico": "NNP", ")": ")", "banks": "NNS", "What": "WP", "soon": "RB", "paper": "NN", "committee": "NN", "signs": "NNS", "its": "PRP$", "Texas": "NNP", "24": "CD", "25": "CD", "style": "NN", "27": "CD", "20": "CD", "21": "CD", "22": "CD", "23": "CD", "28": "CD", "29": "CD", "actually": "RB", "systems": "NNS", "governments": "NNS", "might": "MD", "Moody": "NNP", "someone": "NN", "seeking": "VBG", "food": "NN", "Michael": "NNP", "bigger": "JJR", "easily": "RB", "always": "RB", "week": "NN", "everyone": "NN", "generation": "NN", "house": "NN", "energy": "NN", "reduce": "VB", "idea": "NN", "slowdown": "NN", "Joseph": "NNP", "advertisers": "NNS", "operation": "NN", "beyond": "IN", "insurance": "NN", "really": "RB", "E.": "NNP", "since": "IN", "temporary": "JJ", "research": "NN", "safety": "NN", "7": "CD", "According": "VBG", "EC": "NNP", "extraordinary": "JJ", "reason": "NN", "members": "NNS", "producers": "NNS", "owners": "NNS", "benefits": "NNS", "Boston": "NNP", "computers": "NNS", "threat": "NN", "pilots": "NNS", "major": "JJ", "Hugo": "NNP", "number": "NN", "feet": "NNS", "done": "VBN", "fees": "NNS", "story": "NN", "statement": "NN", "option": "NN", "relationship": "NN", "part": "NN", "kind": "NN", "grew": "VBD", "toward": "IN", "outstanding": "JJ", "Douglas": "NNP", "It": "PRP", "substantial": "JJ", "orders": "NNS", "ratings": "NNS", "majority": "NN", "internal": "JJ", "Drexel": "NNP", "chairman": "NN", "With": "IN", "75": "CD", "shareholder": "NN", "significant": "JJ", "70": "CD", "services": "NNS", "The": "DT", "extremely": "RB", "dealers": "NNS", "OTC": "NNP", "traditional": "JJ", "three-month": "JJ", "institutions": "NNS", "sector": "NN", "particularly": "RB", "session": "NN", "businesses": "NNS", "Poor": "NNP", "regulations": "NNS", "merger": "NN", "equity": "NN", "8": "CD", "Prime": "NNP", "his": "PRP$", "gains": "NNS", "While": "IN", "5,000": "CD", "closely": "RB", "During": "IN", "during": "IN", "him": "PRP", "merchandise": "NN", "six-month": "JJ", "J.": "NNP", "common": "JJ", "activity": "NN", "wrote": "VBD", "Chairman": "NNP", "For": "IN", "France": "NNP", "culture": "NN", "defense": "NN", "are": "VBP", "jury": "NN", "2.5": "CD", "#": "#", "movie": "NN", "currently": "RB", "case": "NN", "various": "JJ", "Sony": "NNP", "conditions": "NNS", "available": "JJ", "recently": "RB", "creating": "VBG", "dividends": "NNS", "attention": "NN", "Florida": "NNP", "succeed": "VB", "opposition": "NN", "dividend": "NN", "last": "JJ", "ANC": "NNP", "annual": "JJ", "foreign": "JJ", "connection": "NN", "became": "VBD", "long-term": "JJ", "Compaq": "NNP", "reasons": "NNS", "loan": "NN", "community": "NN", "simply": "RB", "throughout": "IN", "political": "JJ", "earthquake": "NN", "whom": "WP", "reduction": "NN", "California": "NNP", "treatment": "NN", "partly": "RB", "gas": "NN", "priced": "VBN", "brokers": "NNS", "prices": "NNS", "plants": "NNS", "bill": "NN", "elections": "NNS", "33": "CD", "31": "CD", "City": "NNP", "pound": "NN", "Italy": "NNP", "voters": "NNS", "cents": "NNS", "itself": "PRP", "seen": "VBN", "Co.": "NNP", "underwriters": "NNS", "virtually": "RB", "widely": "RB", "grand": "JJ", "9": "CD", "products": "NNS", "relatively": "RB", "development": "NN", "currencies": "NNS", "Allianz": "NNP", "affairs": "NNS", "yesterday": "NN", "moment": "NN", "levels": "NNS", "{": "(", "recent": "JJ", "Miller": "NNP", "person": "NN", "organization": "NN", "one-year": "JJ", "competitive": "JJ", "Boren": "NNP", "questions": "NNS", "world": "NN", "profitable": "JJ", "retirement": "NN", "$": "$", "over-the-counter": "JJ", "workers": "NNS", "source": "NN", "Germany": "NNP", "...": ":", "customers": "NNS", "Last": "JJ", "emergency": "NN", "Of": "IN", "Air": "NNP", "game": "NN", "necessary": "JJ", "projects": "NNS", "follows": "VBZ", "individuals": "NNS", "popular": "JJ", "often": "RB", "Gulf": "NNP", "some": "DT", "3\\/4": "CD", "economic": "JJ", "3\\/8": "CD", "Frank": "NNP", "decision": "NN", "transactions": "NNS", "quickly": "RB", "Massachusetts": "NNP", "be": "VB", "Brady": "NNP", "300": "CD", "agreement": "NN", "David": "NNP", "output": "NN", "abroad": "RB", "pipeline": "NN", "goods": "NNS", "anything": "NN", "Pont": "NNP", "Roy": "NNP", "ounce": "NN", "Committee": "NNP", "into": "IN", "within": "IN", "NEC": "NNP", "nothing": "NN", "primarily": "RB", "Quebecor": "NNP", "bankruptcy": "NN", ":": ":", "himself": "PRP", "vehicle": "NN", "Ms.": "NNP", "Ltd.": "NNP", "Switzerland": "NNP", "subsidiary": "NN", "line": "NN", "Bell": "NNP", "Africa": "NNP", "us": "PRP", "Thatcher": "NNP", "maturity": "NN", "'re": "VBP", "exploration": "NN", "Those": "DT", "similar": "JJ", "Perhaps": "RB", "Hampshire": "NNP", "Westinghouse": "NNP", "single": "JJ", "Edward": "NNP", "International": "NNP", "Manhattan": "NNP", "%": "NN", "May": "NNP", "politicians": "NNS", "Mae": "NNP", "income": "NN", "department": "NN", "AG": "NNP", "problems": "NNS", "helping": "VBG", "allowing": "VBG", "reinsurance": "NN", "sides": "NNS", "structure": "NN", "vice": "NN", "age": "NN", "vehicles": "NNS", "bankers": "NNS", "An": "DT", "At": "IN", "requires": "VBZ", "having": "VBG", "results": "NNS", "Department": "NNP", "issues": "NNS", "young": "JJ", "suits": "NNS", "citing": "VBG", "UAL": "NNP", "Not": "RB", "Now": "RB", "resources": "NNS", "P&G": "NNP", "automotive": "JJ", "continues": "VBZ", "Mrs.": "NNP", "putting": "VBG", "entire": "JJ", "positions": "NNS", "race": "NN", "smaller": "JJR", "crop": "NN", "Hutton": "NNP", "makers": "NNS", "index": "NN", "business": "NN", "giving": "VBG", "Alan": "NNP", "access": "NN", "volatile": "JJ", "firms": "NNS", "America": "NNP", "pushing": "VBG", "jointly": "RB", "others": "NNS", "great": "JJ", "38": "CD", "technical": "JJ", "Energy": "NNP", "larger": "JJR", "37": "CD", "35": "CD", "CBS": "NNP", "survey": "NN", "Motor": "NNP", "opinion": "NN", "residents": "NNS", "gene": "NN", "makes": "VBZ", "maker": "NN", "apple": "NN", "Robert": "NNP", "private": "JJ", "privately": "RB", "scandal": "NN", "from": "IN", "&": "CC", "few": "JJ", "Fe": "NNP", "year-ago": "JJ", "themselves": "PRP", "chip": "NN", "reflects": "VBZ", "Wednesday": "NNP", "sharply": "RB", "women": "NNS", "customer": "NN", "this": "DT", "clients": "NNS", "recession": "NN", "industrial": "JJ", "F.": "NNP", "Northern": "NNP", "tax": "NN", "Mr.": "NNP", "reserves": "NNS", "something": "NN", "Party": "NNP", "BellSouth": "NNP", "holds": "VBZ", "traders": "NNS", "instead": "RB", "stock": "NN", "ABC": "NNP", "Nissan": "NNP", "Terms": "NNS", "engineering": "NN", "lines": "NNS", "Community": "NNP", "Oct.": "NNP", "software": "NN", "six": "CD", "producer": "NN", "institutional": "JJ", "Smith": "NNP", "including": "VBG", "year-earlier": "JJ", "industries": "NNS", "Exchange": "NNP", "Brooks": "NNP", "labor": "NN", "willing": "JJ", "greater": "JJR", "auto": "NN", "practice": "NN", "investor": "NN", "day": "NN", "Supreme": "NNP", "San": "NNP", "bills": "NNS", "Corry": "NNP", "doing": "VBG", "books": "NNS", "Treasury": "NNP", "our": "PRP$", "80": "CD", "Unisys": "NNP", "entertainment": "NN", "critics": "NNS", "China": "NNP", "disclose": "VB", "This": "DT", "regulatory": "JJ", "could": "MD", "Lawson": "NNP", "succeeds": "VBZ", "powerful": "JJ", "strategic": "JJ", "owner": "NN", "management": "NN", "system": "NN", "relations": "NNS", "Coast": "NNP", "their": "PRP$", "Pilson": "NNP", "final": "JJ", "Association": "NNP", "interests": "NNS", "acquire": "VB", "environmental": "JJ", "chemicals": "NNS", "reflecting": "VBG", "steel": "NN", "colleagues": "NNS", "patients": "NNS", "Peter": "NNP", "creditors": "NNS", "1.4": "CD", "1.5": "CD", "1.6": "CD", "1.1": "CD", "Richard": "NNP", "1.3": "CD", "unchanged": "JJ", "partnership": "NN", "Other": "JJ", ";": ":", "apparently": "RB", "clearly": "RB", "Development": "NNP", "documents": "NNS", "Goldman": "NNP", "After": "IN", "able": "JJ", "instance": "NN", "which": "WDT", "unless": "IN", "who": "WP", "eight": "CD", "segment": "NN", "payment": "NN", "Reserve": "NNP", "so-called": "JJ", "Some": "DT", "MCA": "NNP", "1,000": "CD", "}": ")", "Saturday": "NNP", "fact": "NN", "Paris": "NNP", "Sansui": "NNP", "Chemical": "NNP", "Under": "IN", "portfolio": "NN", "economist": "NN", "decade": "NN", "staff": "NN", "partners": "NNS", "based": "VBN", "Meanwhile": "RB", "(": "(", "should": "MD", "candidates": "NNS", "York": "NNP", "employee": "NN", "local": "JJ", "bonds": "NNS", "familiar": "JJ", "120": "CD", "ones": "NNS", "words": "NNS", "exchanges": "NNS", "buyer": "NN", "chips": "NNS", "areas": "NNS", "Because": "IN", "trucks": "NNS", "course": "NN", "taxes": "NNS", "calling": "VBG", "Wall": "NNP", "she": "PRP", "Burnham": "NNP", "temporarily": "RB", "national": "JJ", "computer": "NN", "nuclear": "JJ", "state": "NN", "July": "NNP", "Sen.": "NNP", "ability": "NN", "agencies": "NNS", "job": "NN", "takeover": "NN", "approval": "NN", "problem": "NN", "declining": "VBG", "restrictions": "NNS", "drug": "NN", "1\\/2": "CD", "1\\/4": "CD", "1\\/8": "CD", "ca": "MD", "Los": "NNP", "addition": "NN", "genetic": "JJ", "agreements": "NNS", "proposal": "NN", "Toronto": "NNP", "Center": "NNP", "Navigation": "NNP", "And": "CC", "homes": "NNS", "unlike": "IN", "value": "NN", "will": "MD", "PLC": "NNP", "Delmed": "NNP", "owns": "VBZ", "almost": "RB", "thus": "RB", "site": "NN", "partner": "NN", "You": "PRP", "perhaps": "RB", "began": "VBD", "administration": "NN", "Bear": "NNP", "member": "NN", "when": "WRB", "parts": "NNS", "largest": "JJS", "units": "NNS", "party": "NN", "gets": "VBZ", "difficult": "JJ", "effect": "NN", "Mitchell": "NNP", "Houston": "NNP", "transaction": "NN", "Senate": "NNP", "wants": "VBZ", "350": "CD", "position": "NN", "Shearson": "NNP", "latest": "JJS", "stores": "NNS", "heavily": "RB", "increasingly": "RB", "domestic": "JJ", "obtain": "VB", "sources": "NNS", "Sunday": "NNP", "rooms": "NNS", "ads": "NNS", "Friday": "NNP", "book": "NN", "cosmetics": "NNS", "Despite": "IN", "By": "IN", "provisions": "NNS", "government": "NN", "five": "CD", "immediately": "RB", "loss": "NN", "England": "NNP", "Aug.": "NNP", "success": "NN", "B.": "NNP", "payments": "NNS", "amendment": "NN", "arbitrage": "NN", "Sun": "NNP", "Kidder": "NNP", "February": "NNP", "growth": "NN", "employment": "NN", "Singapore": "NNP", "broad": "JJ", "However": "RB", "does": "VBZ", "leader": "NN", "?": ".", "Baker": "NNP", "Rothschild": "NNP", "monetary": "JJ", "expansion": "NN", "Fujitsu": "NNP", "although": "IN", "loans": "NNS", "panel": "NN", "actual": "JJ", "debentures": "NNS", "December": "NNP", "Peabody": "NNP", "holdings": "NNS", "carries": "VBZ", "carrier": "NN", "Japan": "NNP", "executives": "NNS", "letters": "NNS", "previously": "RB", "warrants": "NNS", "Two": "CD", "getting": "VBG", "strategy": "NN", "utility": 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nltk_data/tokenizers/punkt.zip

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+version https://git-lfs.github.com/spec/v1
+oid sha256:51c3078994aeaf650bfc8e028be4fb42b4a0d177d41c012b6a983979653660ec
+size 13905355

nltk_data/tokenizers/punkt/PY3/README

@@ -0,0 +1,98 @@
+Pretrained Punkt Models -- Jan Strunk (New version trained after issues 313 and 514 had been corrected)
+
+Most models were prepared using the test corpora from Kiss and Strunk (2006). Additional models have
+been contributed by various people using NLTK for sentence boundary detection.
+
+For information about how to use these models, please confer the tokenization HOWTO:
+http://nltk.googlecode.com/svn/trunk/doc/howto/tokenize.html
+and chapter 3.8 of the NLTK book:
+http://nltk.googlecode.com/svn/trunk/doc/book/ch03.html#sec-segmentation
+
+There are pretrained tokenizers for the following languages:
+
+File                Language            Source                             Contents                Size of training corpus(in tokens)           Model contributed by
+=======================================================================================================================================================================
+czech.pickle        Czech               Multilingual Corpus 1 (ECI)        Lidove Noviny                   ~345,000                             Jan Strunk / Tibor Kiss
+                                                                           Literarni Noviny
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
+danish.pickle       Danish              Avisdata CD-Rom Ver. 1.1. 1995     Berlingske Tidende              ~550,000                             Jan Strunk / Tibor Kiss
+                                        (Berlingske Avisdata, Copenhagen)  Weekend Avisen
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
+dutch.pickle        Dutch               Multilingual Corpus 1 (ECI)        De Limburger                    ~340,000                             Jan Strunk / Tibor Kiss
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
+english.pickle      English             Penn Treebank (LDC)                Wall Street Journal             ~469,000                             Jan Strunk / Tibor Kiss
+                    (American)
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
+estonian.pickle     Estonian            University of Tartu, Estonia       Eesti Ekspress                  ~359,000                             Jan Strunk / Tibor Kiss
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
+finnish.pickle      Finnish             Finnish Parole Corpus, Finnish     Books and major national        ~364,000                             Jan Strunk / Tibor Kiss
+                                        Text Bank (Suomen Kielen           newspapers
+                                        Tekstipankki)
+                                        Finnish Center for IT Science
+                                        (CSC)
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
+french.pickle       French              Multilingual Corpus 1 (ECI)        Le Monde                        ~370,000                             Jan Strunk / Tibor Kiss
+                    (European)
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
+german.pickle       German              Neue Zürcher Zeitung AG            Neue Zürcher Zeitung            ~847,000                             Jan Strunk / Tibor Kiss
+                    (Switzerland)       CD-ROM
+                    (Uses "ss"
+                     instead of "ß")
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
+greek.pickle        Greek               Efstathios Stamatatos              To Vima (TO BHMA)               ~227,000                             Jan Strunk / Tibor Kiss
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
+italian.pickle      Italian             Multilingual Corpus 1 (ECI)        La Stampa, Il Mattino           ~312,000                             Jan Strunk / Tibor Kiss
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
+norwegian.pickle    Norwegian           Centre for Humanities              Bergens Tidende                 ~479,000                             Jan Strunk / Tibor Kiss
+                    (Bokmål and         Information Technologies,
+                     Nynorsk)           Bergen
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
+polish.pickle       Polish              Polish National Corpus             Literature, newspapers, etc.  ~1,000,000                             Krzysztof Langner
+                                        (http://www.nkjp.pl/)
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
+portuguese.pickle   Portuguese          CETENFolha Corpus                  Folha de São Paulo              ~321,000                             Jan Strunk / Tibor Kiss
+                    (Brazilian)         (Linguateca)
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
+slovene.pickle      Slovene             TRACTOR                            Delo                            ~354,000                             Jan Strunk / Tibor Kiss
+                                        Slovene Academy for Arts
+                                        and Sciences
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
+spanish.pickle      Spanish             Multilingual Corpus 1 (ECI)        Sur                             ~353,000                             Jan Strunk / Tibor Kiss
+                    (European)
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
+swedish.pickle      Swedish             Multilingual Corpus 1 (ECI)        Dagens Nyheter                  ~339,000                             Jan Strunk / Tibor Kiss
+                                                                           (and some other texts)
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
+turkish.pickle      Turkish             METU Turkish Corpus                Milliyet                        ~333,000                             Jan Strunk / Tibor Kiss
+                                        (Türkçe Derlem Projesi)
+                                        University of Ankara
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
+
+The corpora contained about 400,000 tokens on average and mostly consisted of newspaper text converted to
+Unicode using the codecs module.
+
+Kiss, Tibor and Strunk, Jan (2006): Unsupervised Multilingual Sentence Boundary Detection.
+Computational Linguistics 32: 485-525.
+
+---- Training Code ----
+
+# import punkt
+import nltk.tokenize.punkt
+
+# Make a new Tokenizer
+tokenizer = nltk.tokenize.punkt.PunktSentenceTokenizer()
+
+# Read in training corpus (one example: Slovene)
+import codecs
+text = codecs.open("slovene.plain","Ur","iso-8859-2").read()
+
+# Train tokenizer
+tokenizer.train(text)
+
+# Dump pickled tokenizer
+import pickle
+out = open("slovene.pickle","wb")
+pickle.dump(tokenizer, out)
+out.close()
+
+---------

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