FastTextCat

.gitattributes

@@ -57,3 +57,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+x_test.txt filter=lfs diff=lfs merge=lfs -text
+x_train.txt filter=lfs diff=lfs merge=lfs -text

README.txt

@@ -0,0 +1,25 @@
+Please refer to the WiLI paper for details about the dataset.
+If you want to report problems of the WiLI dataset, please send an email to
+[email protected] or leave a comment at http://martin-thoma.com/wili
+
+Errata are listed on http://martin-thoma.com/wili.
+
+
+## Contents
+
+* `x_train.txt`: 175000 lines of text. Each line belongs to one language.
+* `y_train.txt`: 175000 lines. Each line denots the language of the same line
+                 in `x_train.txt`
+* `x_test.txt`: See `x_train.txt`
+* `y_test.txt`: See `y_train.txt`
+* `urls.txt`: A list of permanent URLs to all pages used for paragraph extraction
+* `labels.csv`: A header line plus one line per language
+* `README.txt`: This file
+
+
+## Changelog
+
+* 07.01.2017, WiLI-2018: Various fixes in data extraction, e.g. better filtering
+                         for math and literature content.
+* 10.09.2017, WiLI-2017: Initial upload
+                         https://doi.org/10.5281/zenodo.841984

labels.csv

@@ -0,0 +1,236 @@
+Label;English;Wiki Code;ISO 369-3;German;Language family;Writing system;Remarks;Synonyms
+ace;Achinese;ace;ace;Achinesisch;Austronesian;;;
+afr;Afrikaans;af;afr;Afrikaans;Indo-European;;;
+als;Alemannic German;als;gsw;Alemannisch;Indo-European;;(ursprünglich nur Elsässisch);
+amh;Amharic;am;amh;Amharisch;Afro-Asiatic;;;
+ang;Old English ;ang;ang;Altenglisch;Indo-European;;(ca. 450-1100);Angelsächsisch
+ara;Arabic;ar;ara;Arabisch;Afro-Asiatic;;;
+arg;Aragonese;an;arg;Aragonesisch;Indo-European;;;
+arz;Egyptian Arabic;arz;arz;Ägyptisch-Arabisch;Afro-Asiatic;;;
+asm;Assamese;as;asm;Assamesisch;Indo-European;;;
+ast;Asturian;ast;ast;Asturisch;Indo-European;;;
+ava;Avar;av;ava;Awarisch;Northeast Caucasian;;;
+aym;Aymara;ay;aym;Aymara;Aymaran;;;
+azb;South Azerbaijani;azb;azb;Südaserbaidschanisch;Turkic;Arabic;;
+aze;Azerbaijani;az;aze;Aserbaidschanisch;Turkic;Latin;;
+bak;Bashkir;ba;bak;Baschkirisch;Turkic;;;
+bar;Bavarian;bar;bar;Bairisch;Indo-European;;;
+bcl;Central Bikol;bcl;bcl;Bikolano;Austronesian;;;
+be-tarask;Belarusian (Taraschkewiza);be-tarask;;Weißrussisch (Taraschkewiza);Indo-European;;;
+bel;Belarusian;be;bel;Weißrussisch;Indo-European;;(normativ);
+ben;Bengali;bn;ben;Bengalisch;Indo-European;;;
+bho;Bhojpuri;bh;bho;Bhojpuri;Indo-European;;;
+bjn;Banjar;bjn;bjn;Banjaresisch;Austronesian;;;
+bod;Tibetan;bo;bod;Tibetisch;Sino-Tibetan;;;
+bos;Bosnian;bs;bos;Bosnisch;Indo-European;;;
+bpy;Bishnupriya;bpy;bpy;Bishnupriya Manipuri;Indo-European;;;
+bre;Breton;br;bre;Bretonisch;Indo-European;;;
+bul;Bulgarian;bg;bul;Bulgarisch;Indo-European;;;
+bxr;Buryat;bxr;bxr;Burjatisch;Mongolic;Cyrillic:::Mongolian script:::Vagindra script:::Latin;;Buriat
+cat;Catalan;ca;cat;Katalanisch;Indo-European;Latin;;
+cbk;Chavacano;cbk-zam;cbk;Chabacano;Indo-European;;;
+cdo;Min Dong;cdo;cdo;Min Dong;Sino-Tibetan;;;
+ceb;Cebuano;ceb;ceb;Cebuano;Austronesian;Latin;;
+ces;Czech;cs;ces;Tschechisch;Indo-European;Latin;;
+che;Chechen;ce;che;Tschetschenisch;Northeast Caucasian;;;
+chr;Cherokee;chr;chr;Cherokee;Iroquoian;;;
+chv;Chuvash;cv;chv;Tschuwaschisch;Turkic;;;
+ckb;Central Kurdish;ckb;ckb;Sorani;Indo-European;;;
+cor;Cornish;kw;cor;Kornisch;Indo-European;;;
+cos;Corsican;co;cos;Korsisch;Indo-European;;;
+crh;Crimean Tatar;crh;crh;Krimtatarisch;Turkic;;;
+csb;Kashubian;csb;csb;Kaschubisch;Indo-European;;;
+cym;Welsh;cy;cym;Walisisch;Indo-European;;;
+dan;Danish;da;dan;Dänisch;Indo-European;;;
+deu;German;de;deu;Deutsch;Indo-European;Latin;;
+diq;Dimli;diq;diq;Süd-Zazaisch;Indo-European;;;
+div;Dhivehi;dv;div;Dhivehi;Indo-European;;;
+dsb;Lower Sorbian;dsb;dsb;Niedersorbisch;Indo-European;;;
+dty;Doteli;dty;dty;Doteli;Indo-European;;;
+egl;Emilian;eml;egl;Emilianisch;Indo-European;;;
+ell;Modern Greek;el;ell;Griechisch;Indo-European;;(1453-);
+eng;English;en;eng;Englisch;Indo-European;Latin;;
+epo;Esperanto;eo;epo;Esperanto;Constructed;;;
+est;Estonian;et;est;Estnisch;Uralic;;;
+eus;Basque;eu;eus;Baskisch;Language isolate;;;
+ext;Extremaduran;ext;ext;Extremadurisch;Indo-European;;;
+fao;Faroese;fo;fao;Färöisch;Indo-European;;;
+fas;Persian;fa;fas;Persisch;Indo-European;;;
+fin;Finnish;fi;fin;Finnisch;Uralic;Latin;;
+fra;French;fr;fra;Französisch;Indo-European;Latin;;
+frp;Arpitan;frp;frp;Frankoprovenzalisch;Indo-European;;;
+fry;Western Frisian;fy;fry;Westfriesisch;Indo-European;;;
+fur;Friulian;fur;fur;Furlanisch;Indo-European;;;
+gag;Gagauz;gag;gag;Gagausisch;Turkic;;;
+gla;Scottish Gaelic;gd;gla;Schottisch-Gälisch;Indo-European;;;
+gle;Irish;ga;gle;Irisch;Indo-European;;;
+glg;Galician;gl;glg;Galicisch;Indo-European;;;
+glk;Gilaki;glk;glk;Gilaki;Indo-European;;;
+glv;Manx;gv;glv;Manx;Indo-European;;;
+grn;Guarani;gn;grn;Guaraní;Tupi-Guarani;;;
+guj;Gujarati;gu;guj;Gujarati;Indo-European;;;
+hak;Hakka Chinese;hak;hak;Hakka;Sino-Tibetan;;;
+hat;Haitian Creole;ht;hat;Haitianisch;Indo-European;;;
+hau;Hausa;ha;hau;Hausa;Afro-Asiatic;Latin;;Chadic
+hbs;Serbo-Croatian;sh;hbs;Serbokroatisch;Indo-European;;;
+heb;Hebrew;he;heb;Hebräisch;Afro-Asiatic;;;
+hif;Fiji Hindi;hif;hif;Fidschi-Hindi;Indo-European;;;
+hin;Hindi;hi;hin;Hindi;Indo-European;;;
+hrv;Croatian;hr;hrv;Kroatisch;Indo-European;;;
+hsb;Upper Sorbian;hsb;hsb;Obersorbisch;Indo-European;;;
+hun;Hungarian;hu;hun;Ungarisch;Uralic;;;
+hye;Armenian;hy;hye;Armenisch;Indo-European;;;
+ibo;Igbo;ig;ibo;Igbo;Niger-Congo;Latin;;
+ido;Ido;io;ido;Ido;Constructed;;;
+ile;Interlingue;ie;ile;Interlingue;Constructed;;;
+ilo;Iloko;ilo;ilo;Ilokano;Austronesian;;;
+ina;Interlingua;ia;ina;Interlingua;Constructed;;;
+ind;Indonesian;id;ind;Indonesisch;Austronesian;Latin;;
+isl;Icelandic;is;isl;Isländisch;Indo-European;;;
+ita;Italian;it;ita;Italienisch;Indo-European;Latin;;
+jam;Jamaican Patois;jam;jam;Jamaikanisch-kreolisch;Indo-European;;;
+jav;Javanese;jv;jav;Javanisch;Austronesian;;;
+jbo;Lojban;jbo;jbo;Lojban;Constructed;Latin;;
+jpn;Japanese;ja;jpn;Japanisch;Japonic;;;
+kaa;Karakalpak;kaa;kaa;Karakalpakisch;Turkic;;;
+kab;Kabyle;kab;kab;Kabylisch;Afro-Asiatic;;;
+kan;Kannada;kn;kan;Kannada;Dravidian;;;
+kat;Georgian;ka;kat;Georgisch;South Caucasian;;;
+kaz;Kazakh;kk;kaz;Kasachisch;Turkic;;;
+kbd;Kabardian;kbd;kbd;Kabardinisch;Northeast Caucasian;Cyrillic:::Latin:::Arabic;;Kabardino-Cherkess:::East Circassian
+khm;Central Khmer;km;khm;Khmer;Austronesian;;;
+kin;Kinyarwanda;rw;kin;Kinyarwanda;Niger-Congo;Latin;;Fumbira
+kir;Kirghiz;ky;kir;Kirgisisch;Turkic;;;
+koi;Komi-Permyak;koi;koi;Komi-Permjakisch;Uralic;;;
+kok;Konkani;gom;kok;Konkani;Indo-European;;;
+kom;Komi;kv;kom;Komi;Uralic;;;
+kor;Korean;ko;kor;Koreanisch;Koreanic;;;
+krc;Karachay-Balkar;krc;krc;Karatschai-balkarisch;Turkic;;;
+ksh;Ripuarisch;ksh;ksh;Kölsch;Indo-European;;;
+kur;Kurdish;ku;kur;Kurdisch;Indo-European;Latin;;
+lad;Ladino;lad;lad;Judenspanisch;Indo-European;;;
+lao;Lao;lo;lao;Laotisch;Tai-Kadai;;;
+lat;Latin;la;lat;Latein;Indo-European;;;
+lav;Latvian;lv;lav;Lettisch;Indo-European;;;
+lez;Lezghian;lez;lez;Lesgisch;Northeast Caucasian;;;
+lij;Ligurian;lij;lij;Ligurisch;Indo-European;;(Romanisch);
+lim;Limburgan;li;lim;Limburgisch;Indo-European;;;
+lin;Lingala;ln;lin;Lingála;Niger-Congo;;;
+lit;Lithuanian;lt;lit;Litauisch;Indo-European;;;
+lmo;Lombard;lmo;lmo;Lombardisch;Indo-European;;;
+lrc;Northern Luri;lrc;lrc;nördliches Luri;Indo-European;;;
+ltg;Latgalian;ltg;ltg;Lettgallisch;Indo-European;;;
+ltz;Luxembourgish;lb;ltz;Luxemburgisch;Indo-European;;;
+lug;Luganda;lg;lug;Luganda;Niger-Congo;Latin;;Ganda
+lzh;Literary Chinese;zh-classical;lzh;klassisches Chinesisch;Sino-Tibetan;;;
+mai;Maithili;mai;mai;Maithili;Indo-European;;;
+mal;Malayalam;ml;mal;Malayalam;Dravidian;;;
+map-bms;Banyumasan;map-bms;map-bms;Banyumasan;Austronesian;;Javanese;
+mar;Marathi;mr;mar;Marathi;Indo-European;;;
+mdf;Moksha;mdf;mdf;Mokschanisch;Uralic;Cyrillic;;
+mhr;Eastern Mari;mhr;mhr;Ostmari;Uralic;;;
+min;Minangkabau;min;min;Minangkabauisch;Austronesian;;;
+mkd;Macedonian;mk;mkd;Mazedonisch;Indo-European;;;
+mlg;Malagasy;mg;mlg;Malagasy;Austronesian;;;
+mlt;Maltese;mt;mlt;Maltesisch;Afro-Asiatic;;;
+mon;Mongolian;mn;mon;Mongolisch;Mongolic;;;
+mri;Maori;mi;mri;Maori;Austronesian;;;
+mrj;Western Mari;mrj;mrj;Westmari;Uralic;;;
+msa;Malay;ms;msa;Malaiisch;Austronesian;;;
+mwl;Mirandese;mwl;mwl;Mirandés;Indo-European;;;
+mya;Burmese;my;mya;Birmanisch;Sino-Tibetan;;;
+myv;Erzya;myv;myv;Ersja-Mordwinisch;Uralic;;;
+mzn;Mazanderani;mzn;mzn;Masanderanisch;Indo-European;;;
+nan;Min Nan Chinese;zh-min-nan;nan;Min Nan;Sino-Tibetan;;;
+nap;Neapolitan;nap;nap;Neapolitanisch;Indo-European;;;
+nav;Navajo;nv;nav;Navajo;Dené-Yeniseian;;;
+nci;Classical Nahuatl;nah;nci;Nahuatl;Uto-Aztecan;;;
+nds;Low German;nds;nds;Niedersächsisch/Ostniederdeutsch;Indo-European;;;
+nds-nl;West Low German;nds-nl;nds;Nedersaksisch;Indo-European;;;
+nep;Nepali (macrolanguage);ne;nep;Nepali;Indo-European;;;
+new;Newari;new;new;Newari;Sino-Tibetan;;;
+nld;Dutch;nl;nld;Niederländisch;Indo-European;Latin;;
+nno;Norwegian Nynorsk;nn;nno;Nynorsk;Indo-European;;;
+nob;Bokmål;no;nob;Bokmål;Indo-European;Latin;Norwegian;
+nrm;Narom;nrm;nrm;Normannisch;Austronesian;;;
+nso;Northern Sotho;nso;nso;Nord-Sotho;Niger-Congo;;;
+oci;Occitan;oc;oci;Okzitanisch;Indo-European;;(post 1500);
+olo;Livvi-Karelian;olo;olo;Olonetzisch;Uralic;;;
+ori;Oriya;or;ori;Oriya;Indo-European;;;
+orm;Oromo;om;orm;Oromo;Afro-Asiatic;Latin:::Ge'ez ;;
+oss;Ossetian;os;oss;Ossetisch;Indo-European;;;
+pag;Pangasinan;pag;pag;Pangasinensisch;Austronesian;;;
+pam;Pampanga;pam;pam;Kapampangan;Austronesian;;;
+pan;Panjabi;pa;pan;Panjabi in Gurmukhi-Schrift;Indo-European;;;
+pap;Papiamento;pap;pap;Papiamentu;Indo-European;;;
+pcd;Picard;pcd;pcd;Picardisch;Indo-European;;;
+pdc;Pennsylvania German;pdc;pdc;Pennsylvaniadeutsch;Indo-European;;;Deitsch:::Pennsylvania Deitsch:::Pennsilfaanisch Deitsch:::Pennsylvania Dutch
+pfl;Palatine German;pfl;pfl;Pfälzisch;Indo-European;;;
+pnb;Western Panjabi;pnb;pnb;Panjabi;Indo-European;Arabic;;
+pol;Polish;pl;pol;Polnisch;Indo-European;Latin;;
+por;Portuguese;pt;por;Portugiesisch;Indo-European;Latin;;
+pus;Pushto;ps;pus;Paschtunisch;Indo-European;;;
+que;Quechua;qu;que;Quechua;Quechuan;;;
+roa-tara;Tarantino dialect;roa-tara;;Tarandíne;Indo-European;;;
+roh;Romansh;rm;roh;Bündnerromanisch;Indo-European;;;
+ron;Romanian;ro;ron;Rumänisch;Indo-European;;;
+rue;Rusyn;rue;rue;Karpato-Russinisch;Indo-European;;;
+rup;Aromanian;roa-rup;rup;Aromunisch;Indo-European;Latin;Macedo-Romanian::Vlach;
+rus;Russian;ru;rus;Russisch;Indo-European;Cyrillic;;
+sah;Yakut;sah;sah;Jakutisch;Turkic;;;
+san;Sanskrit;sa;san;Sanskrit;Indo-European;;;
+scn;Sicilian;scn;scn;Sizilianisch;Indo-European;;;
+sco;Scots;sco;sco;Scots;Indo-European;;;
+sgs;Samogitian;bat-smg;sgs;Schemaitisch;Indo-European;;;
+sin;Sinhala;si;sin;Singhalesisch;Indo-European;;;
+slk;Slovak;sk;slk;Slowakisch;Indo-European;;;
+slv;Slovene;sl;slv;Slowenisch;Indo-European;;;
+sme;Northern Sami;se;sme;Nordsamisch;Uralic;;;
+sna;Shona;sn;sna;Shona;Niger-Congo;;;
+snd;Sindhi;sd;snd;Sindhi;Indo-European;;;
+som;Somali;so;som;Somali;Afro-Asiatic;;;
+spa;Spanish;es;spa;Spanisch;Indo-European;Latin;;
+sqi;Albanian;sq;sqi;Albanisch;Indo-European;;;
+srd;Sardinian;sc;srd;Sardisch;Indo-European;;;
+srn;Sranan;srn;srn;Sranantongo;Indo-European;;;Sranan Tongo:::Sranantongo:::Surinaams:::Surinamese:::Surinamese Creole:::Taki Taki
+srp;Serbian;sr;srp;Serbisch;Indo-European;;;
+stq;Saterfriesisch;stq;stq;Saterfriesisch;Indo-European;;;
+sun;Sundanese;su;sun;Sundanesisch;Austronesian;;;
+swa;Swahili (macrolanguage);sw;swa;Swahili;Niger-Congo;;;
+swe;Swedish;sv;swe;Schwedisch;Indo-European;Latin;;
+szl;Silesian;szl;szl;Schlesisch;Indo-European;;(polnischer Dialekt);
+tam;Tamil;ta;tam;Tamil;Dravidian;;;
+tat;Tatar;tt;tat;Tatarisch;Turkic;;;
+tcy;Tulu;tcy;tcy;Tulu;Dravidian;Kannada:::Tigalari;;
+tel;Telugu;te;tel;Telugu;Dravidian;;;
+tet;Tetum;tet;tet;Tetum;Austronesian;;;
+tgk;Tajik;tg;tgk;Tadschikisch;Indo-European;;;
+tgl;Tagalog;tl;tgl;Tagalog;Austronesian;;;
+tha;Thai;th;tha;Thailändisch;Tai-Kadai;;;
+ton;Tongan;to;ton;Tongaisch;Austronesian;Latin;;
+tsn;Tswana;tn;tsn;Setswana;Niger-Congo;Latin;;Setswana
+tuk;Turkmen;tk;tuk;Turkmenisch;Turkic;;;
+tur;Turkish;tr;tur;Türkisch;Turkic;;;
+tyv;Tuvan;tyv;tyv;Tuwinisch;Turkic;Cyrillic;;
+udm;Udmurt;udm;udm;Udmurtisch;Uralic;;;
+uig;Uighur;ug;uig;Uigurisch;Turkic;;;
+ukr;Ukrainian;uk;ukr;Ukrainisch;Indo-European;Cyrillic;;
+urd;Urdu;ur;urd;Urdu;Indo-European;;;
+uzb;Uzbek;uz;uzb;Usbekisch;Turkic;;;
+vec;Venetian;vec;vec;Venetisch;Indo-European;;;
+vep;Veps;vep;vep;Wepsisch;Uralic;;;
+vie;Vietnamese;vi;vie;Vietnamesisch;Austronesian;Latin;;
+vls;Vlaams;vls;vls;Westflämisch;Indo-European;;;
+vol;Volapük;vo;vol;Volapük;Constructed;;;
+vro;Võro;fiu-vro;vro;Võro;Uralic;;;
+war;Waray;war;war;Wáray-Wáray;Austronesian;Latin;;
+wln;Walloon;wa;wln;Wallonisch;Indo-European;;;
+wol;Wolof;wo;wol;Wolof;Niger-Congo;Latin:::Arabic;;
+wuu;Wu Chinese;wuu;wuu;Wu;Sino-Tibetan;;;
+xho;Xhosa;xh;xho;isiXhosa;Niger-Congo;Latin;;isiXhosa
+xmf;Mingrelian;xmf;xmf;Mingrelisch;Kartvelian;;;
+yid;Yiddish;yi;yid;Jiddisch;Indo-European;;;
+yor;Yoruba;yo;yor;Yoruba;Niger-Congo;;;
+zea;Zeeuws;zea;zea;Seeländisch;Indo-European;;;
+zh-yue;Cantonese;zh-yue;;Kantonesisch;Sino-Tibetan;;;
+zho;Standard Chinese;zh;zho;Chinesisch;Sino-Tibetan;;;

x_test.txt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c06db2b42ae5a29428aca5ab9505c5117cbdeb82538eb1b087f55a6627c45556
+size 65166417

x_train.txt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:afac7e069450ec7ac2995c7b8203ae9445404a68dbc7a66fedb0f64d3720a12e
+size 64085137