Saltolovo
Nichichi
Cave Holjana
Futuristic
Starotypenes
Kyukanovo
Kutyushevka
Upper Stead
Sabarevka
Greening
Hadon Settlements
Old Kul
Oktyaga
Rzhinovo
Cheremoshno
Golodionovo
Aleksandrov-Poleikovo
Podlopanovo
Little Susovoye
Chusaly Mountains
Chubravyakovo
Hello everyone, my name is Ilya, I do computer biology and biochemistry, in my free time I make neural networks suffer nonsense.
Based on similar projects ( names of British villages , names of places in Oregon , names of various colors and their RGB ), I decided to teach the neural network to create the names of non-existent settlements
As a neural network, I decided to use torch-rnn , which is fairly easy to install and configure. I found the list of cities and villages here (you can download everything in csv format). I had to tinker with csv a bit to bring it to utf-8, after which I stuffed it into the neural network and left it for a couple of hours. When the model training was over, I took a small sample and got the following result:
root @ themachine: ~ / Projects / torch-rnn / torch-rnn> th sample.lua -checkpoint cv / checkpoint_9000.t7 -length 1000 -gpu -1
Ryazovka
Ropotino
Sigomino
Rohwa
Rodiony Vankovo
Sukhon
Sidorovskoe
Torja
Hruda
Black-Talsk
Arha
Bardanovo
Vergezhl
Hang up
Tetlovka
Troglikovo
Tour Poxka
Feddal
Yamnoe
Small Cheshovka
Belogorka
Vetkino
Pestovskoye
Svyaguty Borsusy
Ryasnaya Stenino
Samorovo
Tranikovo
Titus
Already
Fedyakovo
Uralovo
Kvorosk
Rovki
Joy
Safongal
Sosnovka
Soptsy
Dry water
Sevitsa
Selyanovo
Sisarovo
Soult
Sidorino
Tarbin
Ulyanovka
Sharaki
Chernyshevo
Chuban Village
Sickly
Filatovo
Dubrovka
Dongrayas
Ilehovo
Kankinka
Kemno
Karlykovo
Klyuchkino
Cotovka
Kotligovo
Krivtsovitskoe
Small Maidan
Yakushi
Lubisno
Small Dubuz
Small Medium
Mikhaylovka
New Meslovka
Novekudakovo
Nyino
Novorezhneevo
Lakes
Olpov
Parsenevo
Females
Novotylichevo
Half-length
Pokrovka
Proletarian
Pimps
Prizha
Stargarevo
Siatka
Tarasovo
Emeilovo
Udyazhie
Filekali
Dubrovka
Zadarye
Green Mosquito
Kasmakovo
Kikulikha
Mosquitoes
Kondreevka
Kozharba
Kukran
Kurzhak admin territory g Illmitz
Manovky
Marzhinskaya
Nurayka
Pogor
New Baul
Nurskaya Niva
Oivatino
Here are some cities and villages for 10,000 characters, if you are interested:
root @ themachine: ~ / Projects / torch-rnn / torch-rnn> th sample.lua -checkpoint cv / checkpoint_9000.t7 -length 10000 -gpu -1
bicone
Yahvtov
Maximovo
Nadezhdino
Ninka Orzyk
New Bike
Mytny
Nozadi
Oselnoye
Osinovsky
Olgino
Pavlovka
Penchikovo
Rozhnik
Pesozhtevo
Rozhkovo
Ruskachevka
Rodashevka
Severzhoye
Semonovo
Rogishi
Semenkovo
Freak
Sumba
Horns
Sergovo
Daptovo
Ekaterinovka
Zavoldnovsy
Zadovskaya
Doldin
Skulls
Yubino
Androfnovoa
Alekhny
Baranivka
Veseevsky
Grachayevsky
Heavy
Gorkovo
Debrow
Dorinskaya Bulak
Ukrasovskoe
Telkhovka
Terenny
Terevolok
Tishitskaya
Tsiryadan Achtym
Noncolaborgunovka
Uruta Kalmak
Lizvanovka
Lobosis
Chechen Mountain
Shunagan
Shimanskoy
Noisy
Balkastohta
Upper Alba
Vesnovitsa
Sintyam
Ust-Nizhna
Shedveda
Aleksandrovka
Bars
Bobrion
Buldy
Burin
Mochkor
Nadezhdos
Roundabout
Tours Labera Mountain
Chilyansk
Ushaya Ponish
Fedolevka
Black Popovik
Akulov
Nelsonopy
Upper Heat
Gashulav
Khavachatny
Yazunga
Jablontai
Alkari
Clear Ozanchuma
White Mike
Bibizyna
Buz
Torysheva admin territory g Karylenka
Holva
Heap
Robin
Mezhzhug
New Bordeaux admin territory Goryakin
Novonikilino
Novo-Arghea
Mukhkovo
Podgorskoe
Settlers
Pronusnoe
Rui
Horned
Scarachevo
Samarai
Skorikovo
Sudirepichi
Slobodka
Radiominsk
Petrosnovka
Reshalka
Perepovka
Horny naga
Samarkan
Tereh-Bolshaya Prislyany
Zoren admin territory g.Ivkicheva Mountain
Kaliniki
Kolchatov
Red Petrovka
Krasnourazrihanovka
Kryvtsy
Leninist
Lobovttsy
Lokhovaya
Makhskov
Buymenka
Mlavlovka
Vasilyevka
Vaskul
Vadskoe
Vimkovo
High
Gadenus
Terlino
Drodegorkitino-Kosyshevka
Krasovo
Kryukova Borska
Crank
Krutiyenka
Curve Glade
Klinogor
Urine
Nedronovo
Osochino
Lakes
Okolnaya
Okulino
Romanovka
Timochny
Utdurbamsk
Tekishi
Ekaterinovskaya
Dolgoilitonino
Golden Okat Meydaz
Estom
Cheremshinka
Econzero
Jarys
Shumkovo
Yuzenichi
Batart
Big Kurmucha
Bumps
Butmgorod
Vakhurevo
Great Zaguda
High
Vasilievsky porridge
Verhnevovikhi
Upper Chenkara
Sparrow
Voelkovo-Parking
Stremetsky
Gluchaevo
Sudakovo
Samarino
Seldov
Redevelopment
Rusniki
Horny
Sapyl
Sosnowski
Stishina
Tarasovo
Tahno-Alec
Chevchino
Kapicheevka
Green Forge
Kanasymivka
Letkursky
Malagorka
Nagovskaya 2nd
Lower Slobidka
Novaya meltsov
Molytha
New Slobidka
Novaya Mikhaylovka
Exhilarating
Lakes adminsk
Zhizhnya-Katyshevo
Zelentsev
Borrowed
Ivanovka
Zhelevskoye
Dawn
Cherished
Ishkashev
Karadogun
Kichkuylo
Kuruegali
May
Morozovo
Murey
Lower Surt
Norach
Pintsevsky
Popups
Ponds
Romanovka
Light
Severkov
Rynkino
Sevichany
Gudsk
Fominskaya
Inkwell
Arnay
Beleville
Grazhenievsky
Dantseva admin territory g Vnutalkalzka
Shara
Anista
Alskoe
Anchelek
Mokreevka
Mozharskoe
New transfer
Novokuggomova
Novorokilovskiy
Gratifying
May Day
Pokhovichi
Polkovskaya
Prizanka
Prishki
Prisudiha
Sanilovka
Chernovka
Shaslovskoe Saklya
Yugolok
Cherries
Shaleevo-Shana-Hrinovsky
Archurovsky
Ardengel
Ashatnikovo
Glukhovo
Safchishche
Ore mobile
Samonovo
Tinbelga
Khreshcheevka
Yarybiha
Anzeno
Tashi-Anakly
Tustahi
Tekteri Inskaras
Timoshkino
Ust-Karas'ga
Chubala
Chizanas
Erakino
Anhar
Ultnicha
Zalneoun
Lived
Dehta
Ecologlakovo
Zagolno
Zamoshchino
Zarechnoye
Zheleserovka
Dollier
Chehvyadnikovo
Zakharovka
Domonino
Drechki
Oak wood
Elnevo
Cranes
Drakevo
Elitsa
Ilino
Karakino
Casino
Calanca
Karemkovo
Kolopa
Conost
Kostema
Red Poslok
Lazarevka
Lukhino
Manka
Minaevskoe
Nadezhdino
Nerontsevo
Nikolsky
New Sloboda
Popovka
Pokrovskoye
Cure
Polyakovskoe
Pletino
Priobel
Chernousovo
Akaryevka
Babet
Berkovets
Bodonovskaya
Alexandrovsky
Yuksatovsky
Annishny
Barjakovka
Verkhniy Gorogovo-Gore
Sharp
Chebusovo
Cherneevo
Shelukhino
Shelgino
Settlement
Dvorikl
Fadovo
Gienki
Dvrino
Yermakovo
Zhitkino
Ivankovo
Erostino
Erossino
Dremkovo
Hlesnoe
Dryagino
Zaluki
Zinovo
Zalevino
Zharino
Drunya
Attendants
Oak wood
Zamoshye
Factory
Elizavod
Zamoshye
Zaserehi
Zahodtino
Znamenka
Zuevskoe
Karaevo
Kamenichi
Kasheevka
Kazan
Kirdihovo
Kolomno
Kocherenkovo
Kobrovnoe
Komarovo
Kolunina
Kopank
Kondratkovo
Korovkino
Comsotoli
Korovolukhovo
Ivanovo
Kazmino
Klepino
Znamenets
Keys
Kozinki
Kolstinovo
Kosiki
Kotokovo
Kotylovka
Red hill
Curve
Round Gilanovka
Red Oktyul
Maksuty
Aksak
Aldyak
Azars
Mendlenki
Lower wihvit
Nikolka
Islands
Pintsevo
Podleshovskoe
Fire burner
Podozerka
Premade
Tanyufli
Temetov
Semelina
Garden
Sereztsovo
Serebkino
Tatinskoe Goyrovka
Glyninsky
Hlyachki
Top-Sosnovka
Sivertsovka
Spobchaevo
Heat
Telyavka
Timilage
Uznerny
Osalny admin territory g. Iloshka Sloboda
Suldozero
Russian Udya
Hornbacks
Rechensky
Teresovo 1st
Paring
Shatpushkino
Alasovskiy
Andropovshchina
Agarna Polyana
Axinovka
Arusovka
Bolshevik
Beard
Vasilievsky
Guryachevo
Detkovichi
Cherepsky
Busters
Tsvoi-Nichno-Chibichi
Uramshanka
Yuryzilovka
Aloboryevka
Nonstop
Big Svernoglovka
Big Shaq
Brovanian
Gobies
Big Way
Borodino
Burachev
Burminsky
Happy
Protas
Out
War
Vasiltsy
Upper Kazazhnaya
Bogday-Kalma
Shchiplina
Andreevo
Artozero
Agakanok
Yabdat
Upper Lower Poroz
Viryanaya 2
Vorosisovka
Big Kunshin
Bobrovka
Big Tronev
Bordovichi
Big-Teddy
Godly
Pins
Vasilyevka
Varkovo
Narimovka
Volokos
Alekseevsky
Anita
Kasuenova Gora
Costers
Kurkovo
Lopatino
Mankarovka
Lunkovskaya
Robin
Malorazmalovo
Mopitova
Nezarov
Mihairovka
Lower First Metvec
New Bartygory
Petrovka
Scrabovo
Sukholotovo
Vladimirovka
Mortgage
Verkhnyaya Polyana
Volkovichi
Golovardikhnovo 1st
Gorkino
Gorhovka
Danyshevo
Dmitrovka
Dolgovo
Domchanovo
Eki
Zalninsky admin territory g Kartach
Having
Karmyshev
Kindelich
Konkinsky
Cosma
Lashogolsk
Not imported
Lower Kamen
Nelomka-Dvorye
Nagolny admka
Ury
Yamnyakovo
Andrevo
Buda
Buda
Yukter
Batney
Veterinskaya
Berezovka
Buzzing
Shishinka
Ust-Aryuyal
Urotyevka
Caps
Aprosimovo
Berezovka
Big Kamennoe
Varyanovka
Babes
Bog
Borisov
Vvedenka
Shshilovo
Budykova
Vasilevka
Grepilovo
Trinity
Tryninskaya
Trebutanovo
Ushutovka
Turovoye
Shibkovo
Bolshevaya Klyuchey
Bundin
Verkhneholdan
Leader
Vishnevka
Vorsevets
Glebovoye
Davalino
Zipple
Zarazmenchina
Zaschuevka admin territory g Verita
Zolotai
Hollensky
Shrill
Zelentie Kara
Islak
Kedrovka
Sculpted
Yartsevo
Lpivamkino
Leninka
Kulshinskaya Polimandvink
Forest
Lubinga
Lomkino
Loshcova
Maryivka
Mircal
New Bogozevo
Novodiuhnovka
Freezer
Novoserlekanovo-Rodins
Mineevka
Mozhangur
Novoselova
Island
Pichinsky
Prozovy Kuzmi
Old Yar
Samrarkaluk
Saktovo
Yulaushka
Alexandrovo
Anina
Buy Artem
Upper Coroderbinka
Tarasakovo
Yarichevo
Anisele
Magdre
Baranivka
Bogorodskoy
Upper Ared
Upper Kura admin territory Mr. Sichinkan
Greater Mataga
Big Sarsukai
Valui
Gobolonze
Yrdymey
Red Shap
Krutsy
Lada
Kurunin
Listvozersk
Kurubaza
Luanda
Small Budaha
Maleevka
Cheerful Log
New Danichkinskaya Novoskin
Tukhmaly
Khonetskoye
Wanting
Tutilovo
Torchunskaya Sosnovka
Celine
Sosnovskoe
Bruises
Old Seltamska
Follow
Old Larya
Strings
Subino
Sprinkle
Ryazanovka
Rusty
Village
Semshino
Subohmantsevo
Samoniha
Golovino
Darkin admin territory g Slamychi
Spirit
Zarechnikovo
Ilinsky
Leonkali
Yurievsky
Artakadev
Great Beach
Veserika
Embroidery
Gusevka
Catherine
Isantsevo
Karaulik
Kashirkovo
Lovelovka
Kuscher
Maltsevo
Lushkino
Quinoa
Letskoe
Kulekovka
Loninets
Log
Lebetiha
Makarov
Makarenka
Malohalevsky
Malakhovets
Maylovskaya
Malaya Survan
Navolok
Nakulovo
Nikityuzovsky
Passets
Sakhat
Syanets
Silninskaya-pledged
Falcon
Sopoly
Old uhanda
Raft
The journal
Utnik
Urotnych
Ilinsky
Kur'iv
Lebedivka
Maloye Yurkino
Melmanovo
Foole
Ovukoda
Palida
Pavuha
Pereliha
Pests
Lower Schaginka
New Maevska
Myskanovo
Petropavka
Puhornoye
Piedmont
Pochimuraki
Sukhonopolye
Skovlezeo
Srezgiy
Smolinka
Straskovo
Spasskaya
Gornyausino
Bluefish
Glindaevka
Gusevo
Gorstinskoe
Gribkov village
Guolets
Izhra
Kabanovo
Kashenki
Kamenka
Kolosovo
Kosyurievo
Kokogorskaya
Kolovkino
Kocheryagino
Kozhino
Kostropovka
Red
Krivoseretyevskaya
Zubenka
Khmerevka
Hotlyaviha
Rudakovka
Tumyzly
Tolopyevo
Cherkassy
Clear Oleshka
Bogorodishchevo
Vslae
Boly
Viseevka
Dragging
Vygorovsky
Vostok
Voromatki
Vorchino
Tall box
Postroy
Gadney Strictly
Gusino
Godkovichi
Gusino
Shchekalovo
Filino
Fedorovka
Zherdevo
Znamenka
Zakhaukhovo admin territory Ivdel
Yermolavkovo
Gedemka admin territory g Shore
Zolievo
Red admin territory g Upper Siga
Trait
Sixfold
Black Tash
Alashevo
Aridanovo
Hadriha
Seedlings
Semyahino
Loud
Taltuby almintsy
That full
Tarachikovka
Chatkarka
Sheshla
Kocherbechevskaya
Shubulovo
Shutov
Annino
Azhbanino
Andronich
Aytayka
Kirivkova
Keur
Kshchiva
Red Rogi
Hooks
Shishkino
Red Za-you
Kulyabyevka
Lenin
Peaceful
Loginovka
Matyrkino
Small
Maloyayny
Mangi
Mezhdrino
Mudenka
Mikhaylovka
Monsky
Molodnichkovo
Moscow
On the beach
Pavlovka
Newska
Novischevskaya
Okulino
Tromsa
Ukhovo
Orekhovo
October
Tapteliha
Tikhinino
Enseldo
Ust-Chekeeva
Shalgana
Wide
Aleksandrovka
Antopolje
Cherkino
Anisovo
Adygino
Tereshki
Shilov
Aksenovsky
Basement
Holos
Small Grudenga admin territory g Pelenoz
Ozhepka
Tasharovo
Frustov
Tellovenka
Here
Erleva
Yablutki
Buychyuz-Hyg
Bouquet
Gribarev
Gemini
Sharasova Gora
Zebenyak
Rosary
Aleksandrovka
Andreyevka
Bablovka
Vasuty
Vlasyevo
The leader
Borisovka
Borovik
Voulay
Ryndahi
New Sfacha
East
Gavetov
Gorzhov
Dmitrievka
Dulyubriha
Dobrechka
Before meals
Ipamkovo
Ilibka
Kalagaevo
Kaleshevka
Kameno
Kerzra
Koshkaevo
Kuvashsk
Loganovo
Small lukuki
Malinovsky
Small Berezhga
Malaya Novtsy
Small Heterino
Marisha Orsushi
Negozer
Prikenikovo
Purdub
Feathers
Safarovo
Sigadakhtimansk
Uchela
Anajusnaya
Vasilyevka
Big Vershe
Golbozero
Dadova
Ddor
Znigorye
Green my
Zabatovka
Distygin
Talovka
Usa
Unaevskoe
Chyuslakov
Cheek
Shievsky
Chernopole
Androsovo admin territory Karagudan
Shiporskaya 2nd
Wines
Voskarovka
Senkolovka
Old Garonovo
Old Rudnya
Old Rodiorevo
Stolin
Starkie
Tavrina-Taluya Markovka
Talinovo
Hanino
Blackurus
Chernozdelevo
Arafoinovo
Gomarovka
Burner
Goyachi
Ezhino
Kamenka
Kozharovka
Kubas
Kagantye
Korsukol
Leskatovo
Manovka
Small Kyzany
Nakharyevo
Nikitino
Pokrovka
New Paya
Rajans
Recheg
Average
Lapa Polye
Regzhinskaya
Sivalovo
Glades
Old Farm
Seneta
Temlyabovo
Ust-Petami
Hatpukhovo
Uskutor
Teals
Fedorovo
Zapreynovka
Zinovetschino
Zubanovo
Ladies
Doropashkino
Borovia Duty
Drost
Long
Predecess
Iligino
Kovalenki
Kortovo
Kotvomovo
Krutitsy
Lipyatkovo
Tape
Kramovo
Krasilkovo
Red Horn
Kuluchevo
If there is free time, I will try to do something similar with all the names of the CIS and / or compare the fictional names of different republics.
Source: https://habr.com/ru/post/343336/