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name_origin_detection

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nullHawk commited on Nov 21, 2024

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5e27466

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1 Parent(s): 7a8f0c7

Added model and data

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__pycache__/model.cpython-310.pyc +0 -0
__pycache__/utils.cpython-310.pyc +0 -0
app.py +26 -0
data/eng-fra.txt +0 -0
data/names/Arabic.txt +2000 -0
data/names/Chinese.txt +268 -0
data/names/Czech.txt +519 -0
data/names/Dutch.txt +297 -0
data/names/English.txt +3668 -0
data/names/French.txt +277 -0
data/names/German.txt +724 -0
data/names/Greek.txt +203 -0
data/names/Indian.txt +1165 -0
data/names/Irish.txt +232 -0
data/names/Italian.txt +709 -0
data/names/Japanese.txt +991 -0
data/names/Korean.txt +94 -0
data/names/Polish.txt +139 -0
data/names/Portuguese.txt +74 -0
data/names/Russian.txt +9408 -0
data/names/Scottish.txt +100 -0
data/names/Spanish.txt +298 -0
data/names/Vietnamese.txt +73 -0
main.py +23 -0
model.py +22 -0
rnn.pth +0 -0
utils.py +64 -0

__pycache__/model.cpython-310.pyc ADDED Viewed

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__pycache__/utils.cpython-310.pyc ADDED Viewed

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app.py ADDED Viewed

	@@ -0,0 +1,26 @@

+import gradio as gr
+import torch
+import model
+from utils import line_to_tensor, load_data, N_LETTERS
+def category_from_output(output):
+    category_index = torch.argmax(output).item()
+    return all_categories[category_index]
+def run(name):
+    with torch.no_grad():
+        input_tensor = line_to_tensor(name)
+        hidden_tensor = rnn.init_hidden()
+        for i in range(input_tensor.size()[0]):
+            output, hidden_tensor = rnn(input_tensor[i], hidden_tensor)
+        return f"It is an {category_from_output(output)} name"
+category_lines, all_categories = load_data()
+rnn = model.RNN(N_LETTERS, 128, len(all_categories))
+rnn.load_state_dict(torch.load('rnn.pth'))
+rnn.eval
+demo = gr.Interface(fn=run, inputs="text", outputs="text")
+demo.launch()

data/eng-fra.txt ADDED Viewed

The diff for this file is too large to render. See raw diff

data/names/Arabic.txt ADDED Viewed

	@@ -0,0 +1,2000 @@

+Khoury
+Nahas
+Daher
+Gerges
+Nazari
+Maalouf
+Gerges
+Naifeh
+Guirguis
+Baba
+Sabbagh
+Attia
+Tahan
+Haddad
+Aswad
+Najjar
+Dagher
+Maloof
+Isa
+Asghar
+Nader
+Gaber
+Abboud
+Maalouf
+Zogby
+Srour
+Bahar
+Mustafa
+Hanania
+Daher
+Tuma
+Nahas
+Saliba
+Shamoon
+Handal
+Baba
+Amari
+Bahar
+Atiyeh
+Said
+Khouri
+Tahan
+Baba
+Mustafa
+Guirguis
+Sleiman
+Seif
+Dagher
+Bahar
+Gaber
+Harb
+Seif
+Asker
+Nader
+Antar
+Awad
+Srour
+Shadid
+Hajjar
+Hanania
+Kalb
+Shadid
+Bazzi
+Mustafa
+Masih
+Ghanem
+Haddad
+Isa
+Antoun
+Sarraf
+Sleiman
+Dagher
+Najjar
+Malouf
+Nahas
+Naser
+Saliba
+Shamon
+Malouf
+Kalb
+Daher
+Maalouf
+Wasem
+Kanaan
+Naifeh
+Boutros
+Moghadam
+Masih
+Sleiman
+Aswad
+Cham
+Assaf
+Quraishi
+Shalhoub
+Sabbag
+Mifsud
+Gaber
+Shammas
+Tannous
+Sleiman
+Bazzi
+Quraishi
+Rahal
+Cham
+Ghanem
+Ghanem
+Naser
+Baba
+Shamon
+Almasi
+Basara
+Quraishi
+Bata
+Wasem
+Shamoun
+Deeb
+Touma
+Asfour
+Deeb
+Hadad
+Naifeh
+Touma
+Bazzi
+Shamoun
+Nahas
+Haddad
+Arian
+Kouri
+Deeb
+Toma
+Halabi
+Nazari
+Saliba
+Fakhoury
+Hadad
+Baba
+Mansour
+Sayegh
+Antar
+Deeb
+Morcos
+Shalhoub
+Sarraf
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+Wasem
+Ganim
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+Fakhoury
+Hadad
+Hakimi
+Nader
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+Aswad
+Sarkis
+Daher
+Toma
+Boutros
+Kanaan
+Antar
+Gerges
+Kouri
+Maroun
+Wasem
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+Naifeh
+Bishara
+Ba
+Cham
+Kalb
+Bazzi
+Bitar
+Hadad
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+Atiyeh
+Koury
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+Ba
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+Halabi
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+Basara
+Rahal
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+Asker
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+Rahal
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+Antar
+Asghar
+Mansour
+Awad
+Boulos
+Sarraf
+Deeb
+Abadi
+Nazari
+Daher
+Gerges
+Shamoon
+Gaber
+Amari
+Sarraf
+Nazari
+Saliba
+Naifeh
+Nazari
+Hakimi
+Shamon
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+Quraishi
+Tahan
+Safar
+Hajjar
+Srour
+Gaber
+Shalhoub
+Attia
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+Nader
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+Mustafa
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+Antar
+Botros
+Nader
+Ghannam
+Asfour
+Tahan
+Mansour
+Attia
+Touma
+Najjar
+Kassis
+Abboud
+Bishara
+Bazzi
+Shalhoub
+Shalhoub
+Safar
+Khoury
+Nazari
+Sabbag
+Sleiman
+Atiyeh
+Kouri
+Bitar
+Zogby
+Ghanem
+Assaf
+Abadi
+Arian
+Shalhoub
+Khoury
+Morcos
+Shamon
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+Baz
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+Ghannam
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+Shamon
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+Abadi
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+Nahas
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+Wasem
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+Saliba
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+Bahar
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+Shamon
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data/names/Chinese.txt ADDED Viewed

	@@ -0,0 +1,268 @@

+Ang
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+Zhuan
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data/names/Czech.txt ADDED Viewed

	@@ -0,0 +1,519 @@

+Abl
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data/names/Dutch.txt ADDED Viewed

	@@ -0,0 +1,297 @@

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data/names/English.txt ADDED Viewed

	@@ -0,0 +1,3668 @@

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data/names/French.txt ADDED Viewed

	@@ -0,0 +1,277 @@

+Abel
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data/names/German.txt ADDED Viewed

	@@ -0,0 +1,724 @@

+Abbing
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+Abeln
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+Zellweger
+Zilberschlag
+Zimmerman
+Zimmermann

data/names/Greek.txt ADDED Viewed

	@@ -0,0 +1,203 @@

+Adamidis
+Adamou
+Agelakos
+Akrivopoulos
+Alexandropoulos
+Anetakis
+Angelopoulos
+Antimisiaris
+Antipas
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+Antoniadis
+Antonopoulos
+Antonopoulos
+Antonopoulos
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+Batsakis
+Bekyros
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+Brisimitzakis
+Bursinos
+Calogerakis
+Calpis
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+Christakos
+Christodoulou
+Christou
+Chrysanthopoulos
+Chrysanthopoulos
+Comino
+Close
+Close
+Close
+Close
+Close
+Close
+Close
+Close
+Dalianis
+Danas
+Dasios
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+Demarchis
+Demas
+Demetrious
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+Diakogeorgiou
+Dioletis
+Dounias
+Dritsas
+Drivakis
+Eatros
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+Forakis
+Fotopoulos
+Fourakis
+Frangopoulos
+Galanopoulos
+Garofalis
+Gavril
+Gavrilopoulos
+Georgeakopoulos
+Geracimos
+Gianakopulos
+Giannakopoulos
+Giannakos
+Glynatsis
+Gomatos
+Grammatakakis
+Gravari
+Hadjiyianakies
+Hagias
+Haritopoulos
+Honjas
+Horiatis
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+Karnoupakis
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+Vourlis
+Xydis
+Zaloumi
+Zouvelekis

data/names/Indian.txt ADDED Viewed

	@@ -0,0 +1,1165 @@

+Abhishek
+Aman
+Harsh
+Ayush
+Aditi
+Anjali
+Shubham
+Anushka
+Rohit
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+Geeta
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+Bhoopendra
+Bhawana
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+Shrestha
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+Dilip
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+Durgesh
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+Jagadeesh
+Indu
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+Ashok
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+Lalit
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+Raj
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+Laxmi
+Krishan
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+Mridul
+Vinay
+Sreekanth
+Sweta
+Thaanya
+Rakesh
+Pinky
+Raju
+Rajiv
+Rajkumar
+Pushkar
+Asutosh
+Pradip
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+Kavish
+Monica
+Sabareesh
+Lakshmi
+Love
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+Sahil
+Seshikanth
+Kalpana
+Santosh
+Kapil
+Subash
+Raunak
+Mangal
+Tejas
+Mayur
+Ravisankar
+Mahesh
+Mahato
+Aaryan
+Manas
+Surbhi
+Deepshikha
+Amar
+Anuj
+Siddhesh
+Venkata
+Renu
+Farhan
+Vignesh
+Abhimanyu
+Faraz
+Bilal
+Abhilash
+Vaishali
+Apoorva
+Hemlata
+Aanchal
+Sathwika
+Deepa
+Utkarsha
+Deep
+Dushyant
+Anshuman
+Sukumaran
+Chandran
+Anshul
+Saanchi
+Aadil
+Ali
+Nishant
+Aaditya
+Vipasha
+Abbas
+Anubha
+Chandra
+Ayesha
+Rizwa
+Sanjeeda
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+Sairam
+Abhedhya
+Gnaneswar
+Sara
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+Robin
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+Brahmaputra
+Hariharan
+Pranav
+Babu
+Bibhu
+Chirayu
+Sameeksha
+Ashmita
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+Nahid
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+Anunay
+Vidit
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+Zeal
+Areeb
+Archita
+Archi
+Arish
+Shyamali
+Sejal
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+Meet
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+Gyanvi
+Govindam
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+Toshit
+Kanha
+Khalid
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+Vasundhara
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+Suchita
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+Kunaal
+Ishwa
+Joshika
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+Leena
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+Prathmesh
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+Jashveer
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+Shreyans
+Manaswini
+Neelu
+Mukund
+Eshma
+Aruba
+Ehtisham
+Nitya
+Nishu
+Noorsaba
+Punya
+Nihal
+Devyanti
+Nishchay
+Shagun
+Joy
+Reshami
+Ronit
+Rishu
+Prasun
+Prakharendra
+Priyamvada
+Rajneesh
+Kausar
+Rouby
+Sanket
+Hari
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+Shagufta
+Shaad
+Rupali
+Jenamani
+Sadiya
+Saksham
+Saharsh
+Kushan
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+Sankalp
+Prasoon
+Madhusudan
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+Rampratap
+Madhukar

data/names/Irish.txt ADDED Viewed

	@@ -0,0 +1,232 @@

+Adam
+Ahearn
+Aodh
+Aodha
+Aonghuis
+Aonghus
+Bhrighde
+Bradach
+Bradan
+Braden
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+Bran
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+Brian
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+Cathan
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+Clark
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+Cleirigh
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+Coilean
+Collins
+Colman
+Conall
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+Connell
+Connolly
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+Cuidightheach
+Curran
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+Daly
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+Devin
+Diarmaid
+Doherty
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+Donndubhan
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+Dubhan
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+Eoghan
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+Eoin
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+Gallchobhar
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+Giolla
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+Login
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+Madaidhin
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+Tadhg
+Tadhgan
+Taidhg
+Teagan
+Teague
+Tighearnach
+Tracey
+Treasach
+Whalen
+Whelan
+William

data/names/Italian.txt ADDED Viewed

	@@ -0,0 +1,709 @@

+Abandonato
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+Abatantuono
+Abate
+Abategiovanni
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+De palma
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+De santis
+De vitis
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+Di pasqua
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+Donati
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+Drago
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+Tafani
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+Tanzi
+Tarantino
+Taverna
+Tedesco
+Terranova
+Terzi
+Tessaro
+Testa
+Tiraboschi
+Tivoli
+Todaro
+Toloni
+Tornincasa
+Toselli
+Tosetti
+Tosi
+Tosto
+Trapani
+Traversa
+Traversi
+Traversini
+Traverso
+Trucco
+Trudu
+Tumicelli
+Turati
+Turchi
+Uberti
+Uccello
+Uggeri
+Ughi
+Ungaretti
+Ungaro
+Vacca
+Vaccaro
+Valenti
+Valentini
+Valerio
+Varano
+Ventimiglia
+Ventura
+Verona
+Veronesi
+Vescovi
+Vespa
+Vestri
+Vicario
+Vico
+Vigo
+Villa
+Vinci
+Vinci
+Viola
+Vitali
+Viteri
+Voltolini
+Zambrano
+Zanetti
+Zangari
+Zappa
+Zeni
+Zini
+Zino
+Zunino

data/names/Japanese.txt ADDED Viewed

	@@ -0,0 +1,991 @@

+Abe
+Abukara
+Adachi
+Aida
+Aihara
+Aizawa
+Ajibana
+Akaike
+Akamatsu
+Akatsuka
+Akechi
+Akera
+Akimoto
+Akita
+Akiyama
+Akutagawa
+Amagawa
+Amaya
+Amori
+Anami
+Ando
+Anzai
+Aoki
+Arai
+Arakawa
+Araki
+Arakida
+Arato
+Arihyoshi
+Arishima
+Arita
+Ariwa
+Ariwara
+Asahara
+Asahi
+Asai
+Asano
+Asanuma
+Asari
+Ashia
+Ashida
+Ashikaga
+Asuhara
+Atshushi
+Ayabito
+Ayugai
+Baba
+Baisotei
+Bando
+Bunya
+Chiba
+Chikamatsu
+Chikanatsu
+Chino
+Chishu
+Choshi
+Daishi
+Dan
+Date
+Dazai
+Deguchi
+Deushi
+Doi
+Ebina
+Ebisawa
+Eda
+Egami
+Eguchi
+Ekiguchi
+Endo
+Endoso
+Enoki
+Enomoto
+Erizawa
+Eto
+Etsuko
+Ezakiya
+Fuchida
+Fugunaga
+Fujikage
+Fujimaki
+Fujimoto
+Fujioka
+Fujishima
+Fujita
+Fujiwara
+Fukao
+Fukayama
+Fukuda
+Fukumitsu
+Fukunaka
+Fukuoka
+Fukusaku
+Fukushima
+Fukuyama
+Fukuzawa
+Fumihiko
+Funabashi
+Funaki
+Funakoshi
+Furusawa
+Fuschida
+Fuse
+Futabatei
+Fuwa
+Gakusha
+Genda
+Genji
+Gensai
+Godo
+Goto
+Gushiken
+Hachirobei
+Haga
+Hagino
+Hagiwara
+Hama
+Hamacho
+Hamada
+Hamaguchi
+Hamamoto
+Hanabusa
+Hanari
+Handa
+Hara
+Harada
+Haruguchi
+Hasegawa
+Hasekura
+Hashimoto
+Hasimoto
+Hatakeda
+Hatakeyama
+Hatayama
+Hatoyama
+Hattori
+Hayakawa
+Hayami
+Hayashi
+Hayashida
+Hayata
+Hayuata
+Hida
+Hideaki
+Hideki
+Hideyoshi
+Higashikuni
+Higashiyama
+Higo
+Higoshi
+Higuchi
+Hike
+Hino
+Hira
+Hiraga
+Hiraki
+Hirano
+Hiranuma
+Hiraoka
+Hirase
+Hirasi
+Hirata
+Hiratasuka
+Hirayama
+Hiro
+Hirose
+Hirota
+Hiroyuki
+Hisamatsu
+Hishida
+Hishikawa
+Hitomi
+Hiyama
+Hohki
+Hojo
+Hokusai
+Honami
+Honda
+Hori
+Horigome
+Horigoshi
+Horiuchi
+Horri
+Hoshino
+Hosokawa
+Hosokaya
+Hotate
+Hotta
+Hyata
+Hyobanshi
+Ibi
+Ibu
+Ibuka
+Ichigawa
+Ichihara
+Ichikawa
+Ichimonji
+Ichiro
+Ichisada
+Ichiyusai
+Idane
+Iemochi
+Ienari
+Iesada
+Ieyasu
+Ieyoshi
+Igarashi
+Ihara
+Ii
+Iida
+Iijima
+Iitaka
+Ijichi
+Ijiri
+Ikeda
+Ikina
+Ikoma
+Imada
+Imagawa
+Imai
+Imaizumi
+Imamura
+Imoo
+Ina
+Inaba
+Inao
+Inihara
+Ino
+Inoguchi
+Inokuma
+Inoue
+Inouye
+Inukai
+Ippitsusai
+Irie
+Iriye
+Isayama
+Ise
+Iseki
+Iseya
+Ishibashi
+Ishida
+Ishiguro
+Ishihara
+Ishikawa
+Ishimaru
+Ishimura
+Ishinomori
+Ishiyama
+Isobe
+Isoda
+Isozaki
+Itagaki
+Itami
+Ito
+Itoh
+Iwahara
+Iwahashi
+Iwakura
+Iwasa
+Iwasaki
+Izumi
+Jimbo
+Jippensha
+Jo
+Joshuya
+Joshuyo
+Jukodo
+Jumonji
+Kada
+Kagabu
+Kagawa
+Kahae
+Kahaya
+Kaibara
+Kaima
+Kajahara
+Kajitani
+Kajiwara
+Kajiyama
+Kakinomoto
+Kakutama
+Kamachi
+Kamata
+Kaminaga
+Kamio
+Kamioka
+Kamisaka
+Kamo
+Kamon
+Kan
+Kanada
+Kanagaki
+Kanegawa
+Kaneko
+Kanesaka
+Kano
+Karamorita
+Karube
+Karubo
+Kasahara
+Kasai
+Kasamatsu
+Kasaya
+Kase
+Kashiwagi
+Kasuse
+Kataoka
+Katayama
+Katayanagi
+Kate
+Kato
+Katoaka
+Katsu
+Katsukawa
+Katsumata
+Katsura
+Katsushika
+Kawabata
+Kawachi
+Kawagichi
+Kawagishi
+Kawaguchi
+Kawai
+Kawaii
+Kawakami
+Kawamata
+Kawamura
+Kawasaki
+Kawasawa
+Kawashima
+Kawasie
+Kawatake
+Kawate
+Kawayama
+Kawazu
+Kaza
+Kazuyoshi
+Kenkyusha
+Kenmotsu
+Kentaro
+Ki
+Kido
+Kihara
+Kijimuta
+Kijmuta
+Kikkawa
+Kikuchi
+Kikugawa
+Kikui
+Kikutake
+Kimio
+Kimiyama
+Kimura
+Kinashita
+Kinoshita
+Kinugasa
+Kira
+Kishi
+Kiski
+Kita
+Kitabatake
+Kitagawa
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+Kitano
+Kitao
+Kitoaji
+Ko
+Kobayashi
+Kobi
+Kodama
+Koga
+Kogara
+Kogo
+Koguchi
+Koiso
+Koizumi
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+Kokan
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+Komatsu
+Komatsuzaki
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+Kon
+Konae
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+Kondo
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+Konoe
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+Koshin
+Kotara
+Kotoku
+Koyama
+Koyanagi
+Kozu
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+Kuwabara
+Kwakami
+Kyubei
+Maeda
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+Maeno
+Maita
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+Masoni
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+Masuno
+Masuzoe
+Matano
+Matokai
+Matoke
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+Matsukata
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+Matsushita
+Matsuya
+Matsuzawa
+Mayuzumi
+Mazaki
+Mazawa
+Mazuka
+Mifune
+Mihashi
+Miki
+Mimasuya
+Minabuchi
+Minami
+Minamoto
+Minatoya
+Minobe
+Mishima
+Mitsubishi
+Mitsuharu
+Mitsui
+Mitsukuri
+Mitsuwa
+Mitsuya
+Mitzusaka
+Miura
+Miwa
+Miyagi
+Miyahara
+Miyajima
+Miyake
+Miyamae
+Miyamoto
+Miyazaki
+Miyazawa
+Miyoshi
+Mizoguchi
+Mizumaki
+Mizuno
+Mizutani
+Modegi
+Momotami
+Momotani
+Monomonoi
+Mori
+Moriguchi
+Morimoto
+Morinaga
+Morioka
+Morishita
+Morisue
+Morita
+Morri
+Moto
+Motoori
+Motoyoshi
+Munakata
+Munkata
+Muraguchi
+Murakami
+Muraoka
+Murasaki
+Murase
+Murata
+Murkami
+Muro
+Muruyama
+Mushanaokoji
+Mushashibo
+Muso
+Mutsu
+Nagahama
+Nagai
+Nagano
+Nagasawa
+Nagase
+Nagata
+Nagatsuka
+Nagumo
+Naito
+Nakada
+Nakadai
+Nakadan
+Nakae
+Nakagawa
+Nakahara
+Nakajima
+Nakamoto
+Nakamura
+Nakane
+Nakanishi
+Nakano
+Nakanoi
+Nakao
+Nakasato
+Nakasawa
+Nakasone
+Nakata
+Nakatoni
+Nakayama
+Nakazawa
+Namiki
+Nanami
+Narahashi
+Narato
+Narita
+Nataga
+Natsume
+Nawabe
+Nemoto
+Niijima
+Nijo
+Ninomiya
+Nishi
+Nishihara
+Nishikawa
+Nishimoto
+Nishimura
+Nishimuraya
+Nishio
+Nishiwaki
+Nitta
+Nobunaga
+Noda
+Nogi
+Noguchi
+Nogushi
+Nomura
+Nonomura
+Noro
+Nosaka
+Nose
+Nozaki
+Nozara
+Numajiri
+Numata
+Obata
+Obinata
+Obuchi
+Ochiai
+Ochida
+Odaka
+Ogata
+Ogiwara
+Ogura
+Ogyu
+Ohba
+Ohira
+Ohishi
+Ohka
+Ohmae
+Ohmiya
+Oichi
+Oinuma
+Oishi
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+Okada
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+Okamoto
+Okamura
+Okanao
+Okanaya
+Okano
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+Okimasa
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+Okuma
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+Omura
+Onishi
+Ono
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+Onoe
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+Osaragi
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+Oshin
+Ota
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+Otake
+Otani
+Otomo
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+Otsuka
+Ouchi
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+Ozu
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+Satake
+Sato
+Satoh
+Satoya
+Sawamatsu
+Sawamura
+Sayuki
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+Sekigawa
+Sekine
+Sekozawa
+Sen
+Senmatsu
+Seo
+Serizawa
+Shiba
+Shibaguchi
+Shibanuma
+Shibasaki
+Shibasawa
+Shibata
+Shibukji
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+Shidehara
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+Shigemitsu
+Shigi
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+Shikuk
+Shima
+Shimada
+Shimakage
+Shimamura
+Shimanouchi
+Shimaoka
+Shimazaki
+Shimazu
+Shimedzu
+Shimizu
+Shimohira
+Shimon
+Shimura
+Shimuzu
+Shinko
+Shinozaki
+Shinozuka
+Shintaro
+Shiokawa
+Shiomi
+Shiomiya
+Shionoya
+Shiotani
+Shioya
+Shirahata
+Shirai
+Shiraishi
+Shirane
+Shirasu
+Shiratori
+Shirokawa
+Shiroyama
+Shiskikura
+Shizuma
+Shobo
+Shoda
+Shunji
+Shunsen
+Siagyo
+Soga
+Sohda
+Soho
+Soma
+Someya
+Sone
+Sonoda
+Soseki
+Sotomura
+Suenami
+Sugai
+Sugase
+Sugawara
+Sugihara
+Sugimura
+Sugisata
+Sugita
+Sugitani
+Sugiyama
+Sumitimo
+Sunada
+Suzambo
+Suzuki
+Tabuchi
+Tadeshi
+Tagawa
+Taguchi
+Taira
+Taka
+Takabe
+Takagaki
+Takagawa
+Takagi
+Takahama
+Takahashi
+Takaki
+Takamura
+Takano
+Takaoka
+Takara
+Takarabe
+Takashi
+Takashita
+Takasu
+Takasugi
+Takayama
+Takecare
+Takeda
+Takei
+Takekawa
+Takemago
+Takemitsu
+Takemura
+Takenouchi
+Takeshita
+Taketomo
+Takeuchi
+Takewaki
+Takimoto
+Takishida
+Takishita
+Takizawa
+Taku
+Takudo
+Takudome
+Tamazaki
+Tamura
+Tamuro
+Tanaka
+Tange
+Tani
+Taniguchi
+Tanizaki
+Tankoshitsu
+Tansho
+Tanuma
+Tarumi
+Tatenaka
+Tatsuko
+Tatsuno
+Tatsuya
+Tawaraya
+Tayama
+Temko
+Tenshin
+Terada
+Terajima
+Terakado
+Terauchi
+Teshigahara
+Teshima
+Tochikura
+Togo
+Tojo
+Tokaji
+Tokuda
+Tokudome
+Tokuoka
+Tomika
+Tomimoto
+Tomioka
+Tommii
+Tomonaga
+Tomori
+Tono
+Torii
+Torisei
+Toru
+Toshishai
+Toshitala
+Toshusai
+Toyama
+Toyoda
+Toyoshima
+Toyota
+Toyotomi
+Tsubouchi
+Tsucgimoto
+Tsuchie
+Tsuda
+Tsuji
+Tsujimoto
+Tsujimura
+Tsukada
+Tsukade
+Tsukahara
+Tsukamoto
+Tsukatani
+Tsukawaki
+Tsukehara
+Tsukioka
+Tsumemasa
+Tsumura
+Tsunoda
+Tsurimi
+Tsuruga
+Tsuruya
+Tsushima
+Tsutaya
+Tsutomu
+Uboshita
+Uchida
+Uchiyama
+Ueda
+Uehara
+Uemura
+Ueshima
+Uesugi
+Uetake
+Ugaki
+Ui
+Ukiyo
+Umari
+Umehara
+Umeki
+Uno
+Uoya
+Urogataya
+Usami
+Ushiba
+Utagawa
+Wakai
+Wakatsuki
+Watabe
+Watanabe
+Watari
+Watnabe
+Watoga
+Yakuta
+Yamabe
+Yamada
+Yamagata
+Yamaguchi
+Yamaguchiya
+Yamaha
+Yamahata
+Yamakage
+Yamakawa
+Yamakazi
+Yamamoto
+Yamamura
+Yamana
+Yamanaka
+Yamanouchi
+Yamanoue
+Yamaoka
+Yamashita
+Yamato
+Yamawaki
+Yamazaki
+Yamhata
+Yamura
+Yanagawa
+Yanagi
+Yanagimoto
+Yanagita
+Yano
+Yasuda
+Yasuhiro
+Yasui
+Yasujiro
+Yasukawa
+Yasutake
+Yoemon
+Yokokawa
+Yokoyama
+Yonai
+Yosano
+Yoshida
+Yoshifumi
+Yoshihara
+Yoshikawa
+Yoshimatsu
+Yoshinobu
+Yoshioka
+Yoshitomi
+Yoshizaki
+Yoshizawa
+Yuasa
+Yuhara
+Yunokawa

data/names/Korean.txt ADDED Viewed

	@@ -0,0 +1,94 @@

+Ahn
+Baik
+Bang
+Byon
+Cha
+Chang
+Chi
+Chin
+Cho
+Choe
+Choi
+Chong
+Chou
+Chu
+Chun
+Chung
+Chweh
+Gil
+Gu
+Gwang
+Ha
+Han
+Ho
+Hong
+Hung
+Hwang
+Hyun
+Jang
+Jeon
+Jeong
+Jo
+Jon
+Jong
+Jung
+Kang
+Kim
+Ko
+Koo
+Ku
+Kwak
+Kwang
+Lee
+Li
+Lim
+Ma
+Mo
+Moon
+Nam
+Ngai
+Noh
+Oh
+Pae
+Pak
+Park
+Ra
+Rhee
+Rheem
+Ri
+Rim
+Ron
+Ryom
+Ryoo
+Ryu
+San
+Seo
+Seok
+Shim
+Shin
+Shon
+Si
+Sin
+So
+Son
+Song
+Sook
+Suh
+Suk
+Sun
+Sung
+Tsai
+Wang
+Woo
+Yang
+Yeo
+Yeon
+Yi
+Yim
+Yoo
+Yoon
+You
+Youj
+Youn
+Yu
+Yun

data/names/Polish.txt ADDED Viewed

	@@ -0,0 +1,139 @@

+Adamczak
+Adamczyk
+Andrysiak
+Auttenberg
+Bartosz
+Bernard
+Bobienski
+Bosko
+Broż
+Brzezicki
+Budny
+Bukoski
+Bukowski
+Chlebek
+Chmiel
+Czajka
+Czajkowski
+Dubanowski
+Dubicki
+Dunajski
+Dziedzic
+Fabian
+Filipek
+Filipowski
+Gajos
+Gniewek
+Gomolka
+Gomulka
+Gorecki
+Górka
+Górski
+Grzeskiewicz
+Gwozdek
+Jagoda
+Janda
+Janowski
+Jaskolski
+Jaskulski
+Jedynak
+Jelen
+Jez
+Jordan
+Kaczka
+Kaluza
+Kamiński
+Kasprzak
+Kava
+Kedzierski
+Kijek
+Klimek
+Kosmatka
+Kowalczyk
+Kowalski
+Koziol
+Kozlow
+Kozlowski
+Krakowski
+Król
+Kumiega
+Lawniczak
+Lis
+Majewski
+Malinowski
+Maly
+Marek
+Marszałek
+Maslanka
+Mencher
+Miazga
+Michel
+Mikolajczak
+Mozdzierz
+Niemczyk
+Niemec
+Nosek
+Nowak
+Pakulski
+Pasternack
+Pasternak
+Paszek
+Piatek
+Piontek
+Pokorny
+Poplawski
+Róg
+Rudaski
+Rudawski
+Rusnak
+Rutkowski
+Sadowski
+Salomon
+Serafin
+Sienkiewicz
+Sierzant
+Sitko
+Skala
+Slaski
+Ślązak
+Ślusarczyk
+Ślusarski
+Smolák
+Sniegowski
+Sobol
+Sokal
+Sokolof
+Sokoloff
+Sokolofsky
+Sokolowski
+Sokolsky
+Sówka
+Stanek
+Starek
+Stawski
+Stolarz
+Szczepanski
+Szewc
+Szwarc
+Szweda
+Szwedko
+Walentowicz
+Warszawski
+Wawrzaszek
+Wiater
+Winograd
+Winogrodzki
+Wojda
+Wojewódka
+Wojewódzki
+Wronski
+Wyrick
+Wyrzyk
+Zabek
+Zawisza
+Zdunowski
+Zdunowski
+Zielinski
+Ziemniak
+Zientek
+Żuraw

data/names/Portuguese.txt ADDED Viewed

	@@ -0,0 +1,74 @@

+Abreu
+Albuquerque
+Almeida
+Alves
+Araújo
+Araullo
+Barros
+Basurto
+Belo
+Cabral
+Campos
+Cardozo
+Castro
+Coelho
+Costa
+Crespo
+Cruz
+D'cruz
+D'cruze
+Delgado
+De santigo
+Duarte
+Estéves
+Fernandes
+Ferreira
+Ferreiro
+Ferro
+Fonseca
+Franco
+Freitas
+Garcia
+Gaspar
+Gomes
+Gouveia
+Guerra
+Henriques
+Lobo
+Machado
+Madeira
+Magalhães
+Maria
+Mata
+Mateus
+Matos
+Medeiros
+Melo
+Mendes
+Moreno
+Nunes
+Palmeiro
+Paredes
+Pereira
+Pinheiro
+Pinho
+Ramires
+Ribeiro
+Rios
+Rocha
+Rodrigues
+Romão
+Rosario
+Salazar
+Santana
+Santiago
+Santos
+Serafim
+Silva
+Silveira
+Simões
+Soares
+Souza
+Torres
+Vargas
+Ventura

data/names/Russian.txt ADDED Viewed

	@@ -0,0 +1,9408 @@

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+Zimin
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+Zimny
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+Zinchuk
+Zinder
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+Zingarevich
+Zinger
+Zingerman
+Zingman
+Zinich
+Zinin
+Zinkevich
+Zinkovsky
+Zinkovsky
+Zinnatov
+Zinnurov
+Zinov
+Zinoviev
+Zinovin
+Zinyuhin
+Zis
+Zitev
+Zitserman
+Ziyakov
+Ziyatdinov
+Ziyazov
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+Zobkob
+Zobnin
+Zobov
+Zogalev
+Zolin
+Zolkin
+Zoloev
+Zolotai
+Zolotar
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+Zolotarsky
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+Zolotdinov
+Zolotenkov
+Zolotilin
+Zolotkov
+Zolotnitsky
+Zolotnitzky
+Zozrov
+Zozulya
+Zukerman

data/names/Scottish.txt ADDED Viewed

	@@ -0,0 +1,100 @@

+Smith
+Brown
+Wilson
+Campbell
+Stewart
+Thomson
+Robertson
+Anderson
+Macdonald
+Scott
+Reid
+Murray
+Taylor
+Clark
+Ross
+Watson
+Morrison
+Paterson
+Young
+Mitchell
+Walker
+Fraser
+Miller
+Mcdonald
+Gray
+Henderson
+Hamilton
+Johnston
+Duncan
+Graham
+Ferguson
+Kerr
+Davidson
+Bell
+Cameron
+Kelly
+Martin
+Hunter
+Allan
+Mackenzie
+Grant
+Simpson
+Mackay
+Mclean
+Macleod
+Black
+Russell
+Marshall
+Wallace
+Gibson
+Kennedy
+Gordon
+Burns
+Sutherland
+Stevenson
+Munro
+Milne
+Watt
+Murphy
+Craig
+Wood
+Muir
+Wright
+Mckenzie
+Ritchie
+Johnstone
+Sinclair
+White
+Mcmillan
+Williamson
+Dickson
+Hughes
+Cunningham
+Mckay
+Bruce
+Millar
+Crawford
+Mcintosh
+Douglas
+Docherty
+King
+Jones
+Boyle
+Fleming
+Mcgregor
+Aitken
+Christie
+Shaw
+Maclean
+Jamieson
+Mcintyre
+Hay
+Lindsay
+Alexander
+Ramsay
+Mccallum
+Whyte
+Jackson
+Mclaughlin
+Hill

data/names/Spanish.txt ADDED Viewed

	@@ -0,0 +1,298 @@

+Abana
+Abano
+Abarca
+Abaroa
+Abascal
+Abasolo
+Abel
+Abelló
+Aberquero
+Abreu
+Acosta
+Agramunt
+Aiza
+Alamilla
+Albert
+Albuquerque
+Aldana
+Alfaro
+Alvarado
+Álvarez
+Alves
+Amador
+Andreu
+Antúnez
+Aqua
+Aquino
+Araújo
+Araullo
+Araya
+Arce
+Arechavaleta
+Arena
+Aritza
+Armando
+Arreola
+Arriola
+Asis
+Asturias
+Avana
+Azarola
+Banderas
+Barros
+Basurto
+Bautista
+Bello
+Belmonte
+Bengochea
+Benitez
+Bermúdez
+Blanco
+Blanxart
+Bolívar
+Bonaventura
+Bosque
+Bustillo
+Busto
+Bustos
+Cabello
+Cabrera
+Campo
+Campos
+Capello
+Cardona
+Caro
+Casales
+Castell
+Castellano
+Castillion
+Castillo
+Castro
+Chavarría
+Chavez
+Colón
+Costa
+Crespo
+Cruz
+Cuéllar
+Cuevas
+D'cruz
+D'cruze
+De la cruz
+De la fuente
+Del bosque
+De leon
+Delgado
+Del olmo
+De santigo
+Díaz
+Dominguez
+Duarte
+Durante
+Echevarría
+Echeverría
+Elizondo
+Escamilla
+Escárcega
+Escarrà
+Esparza
+Espina
+Espino
+Espinosa
+Espinoza
+Estévez
+Etxebarria
+Etxeberria
+Félix
+Fernández
+Ferrer
+Fierro
+Flores
+Fonseca
+Franco
+Fuentes
+Gallego
+Gallo
+García
+Garrastazu
+Garza
+Gaspar
+Gebara
+Gomez
+Gonzales
+Gonzalez
+Grec
+Guadarrama
+Guerra
+Guerrero
+Gutiérrez
+Gutierrez
+Hernandez
+Herrera
+Herrero
+Hierro
+Holguín
+Huerta
+Ibáñez
+Ibarra
+Iñíguez
+Iturburua
+Jaso
+Jasso
+Jimenez
+Jordà
+Juárez
+Lobo
+Lopez
+Losa
+Loyola
+Machado
+Macías
+Maradona
+María
+Marino
+Márquez
+Martell
+Martí
+Martínez
+Martinez
+Mas
+Mata
+Mateu
+Medina
+Melendez
+Méndez
+Mendoza
+Menendez
+Merlo
+Michel
+Mingo
+Moles
+Molina
+Montero
+Morales
+Moralez
+Moreno
+Narváez
+Nieves
+Noguerra
+Núñez
+Obando
+Ochoa
+Ojeda
+Ola
+Oleastro
+Olguin
+Oliver
+Olmos
+Oquendo
+Orellana
+Oriol
+Ortega
+Ortiz
+Palomo
+Paredes
+Pavia
+Peláez
+Peña
+Pérez
+Perez
+Petit
+Picasso
+Porra
+Porras
+Prieto
+Puerta
+Puga
+Puig
+Quinones
+Quintana
+Quirós
+Ramírez
+Ramos
+Rana
+Rendón
+Rey
+Reyes
+Rios
+Rivera
+Rivero
+Robledo
+Robles
+Rocha
+Rodríguez
+Rodriquez
+Roig
+Rojas
+Rojo
+Roldán
+Romà
+Romà
+Romero
+Rosa
+Rosales
+Rubio
+Ruiz
+Sala
+Salamanca
+Salazar
+Salcedo
+Salinas
+Sanchez
+Sandoval
+San nicolas
+Santana
+Santiago
+Santillian
+Santos
+Sastre
+Sepúlveda
+Sierra
+Silva
+Soler
+Solo
+Solos
+Soto
+Suárez
+Suero
+Tapia
+Terrazas
+Tomàs
+Torres
+Tos
+Tosell
+Toset
+Travieso
+Trujillo
+Ubina
+Urbina
+Ureña
+Valdez
+Valencia
+Varela
+Vargas
+Vásquez
+Vázquez
+Vega
+Vela
+Vela
+Velazquez
+Ventura
+Vicario
+Vilaró
+Villa
+Villalobos
+Villanueva
+Villaverde
+Viola
+Viteri
+Vivas
+Vives
+Ybarra
+Zabala
+Zambrano
+Zamorano
+Zapatero
+Zavala
+Zubizarreta
+Zuñiga

data/names/Vietnamese.txt ADDED Viewed

	@@ -0,0 +1,73 @@

+Nguyen
+Tron
+Le
+Pham
+Huynh
+Hoang
+Phan
+Vu
+Vo
+Dang
+Bui
+Do
+Ho
+Ngo
+Duong
+Ly
+An
+an
+Bach
+Banh
+Cao
+Chau
+Chu
+Chung
+Chu
+Diep
+Doan
+Dam
+Dao
+Dinh
+Doan
+Giang
+Ha
+Han
+Kieu
+Kim
+La
+Lac
+Lam
+Lieu
+Luc
+Luong
+Luu
+Ma
+Mach
+Mai
+Nghiem
+Phi
+Pho
+Phung
+Quach
+Quang
+Quyen
+Ta
+Thach
+Thai
+Sai
+Thi
+Than
+Thao
+Thuy
+Tieu
+To
+Ton
+Tong
+Trang
+Trieu
+Trinh
+Truong
+Van
+Vinh
+Vuong
+Vuu

main.py ADDED Viewed

	@@ -0,0 +1,23 @@

+import torch
+import model
+from utils import line_to_tensor, load_data, N_LETTERS
+def category_from_output(output):
+    category_index = torch.argmax(output).item()
+    return all_categories[category_index]
+category_lines, all_categories = load_data()
+rnn = model.RNN(N_LETTERS, 128, len(all_categories))
+rnn.load_state_dict(torch.load('rnn.pth'))
+rnn.eval
+while True:
+    print('Enter a name:')
+    line = input()
+    if line == 'exit':
+        break
+    with torch.no_grad():
+        input_tensor = line_to_tensor(line)
+        hidden_tensor = rnn.init_hidden()
+        for i in range(input_tensor.size()[0]):
+            output, hidden_tensor = rnn(input_tensor[i], hidden_tensor)
+        print(f"It is an {category_from_output(output)} name\n")

model.py ADDED Viewed

	@@ -0,0 +1,22 @@

+import torch
+import torch.nn as nn
+class RNN(nn.Module):
+    def __init__(self, input_size, hidden_size, output_size):
+        super(RNN, self).__init__()
+        self.hidden_size = hidden_size
+        self.i2h = nn.Linear(input_size + hidden_size, hidden_size)
+        self.i2o = nn.Linear(input_size + hidden_size, output_size)
+        self.softmax = nn.LogSoftmax(dim=1)
+    def forward(self, input_tensor, hidden_tensor):
+        combined = torch.cat((input_tensor, hidden_tensor), 1)
+        hidden = self.i2h(combined)
+        output = self.i2o(combined)
+        output = self.softmax(output)
+        return output, hidden
+    def init_hidden(self):
+        return torch.zeros(1, self.hidden_size)

rnn.pth ADDED Viewed

Binary file (112 kB). View file

utils.py ADDED Viewed

	@@ -0,0 +1,64 @@

+import unicodedata
+import glob
+import torch
+import random
+ALL_LETTERS = "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz .,;'-"
+N_LETTERS = len(ALL_LETTERS)
+def load_data():
+    category_lines = {}
+    all_categories = []
+    def find_files(path):
+        return glob.glob(path)
+    def read_lines(filename):
+        lines = open(filename, encoding='utf-8').read().strip().split('\n')
+        return [unicode_to_ascii(line) for line in lines]
+    for filename in find_files('data/names/*.txt'):
+        category = filename.split('/')[-1].split('.')[0]
+        all_categories.append(category)
+        lines = read_lines(filename)
+        category_lines[category] = lines
+    return category_lines, all_categories
+def letter_to_index(letter):
+    return ALL_LETTERS.find(letter)
+def letter_to_tensor(letter):
+    tensor = torch.zeros(1,N_LETTERS)
+    tensor[0][letter_to_index(letter)] = 1
+    return tensor
+def line_to_tensor(line):
+    tensor = torch.zeros(len(line), 1, N_LETTERS)
+    for i, letter in enumerate(line):
+        tensor[i][0][letter_to_index(letter)] = 1
+    return tensor
+def random_training_example(category_lines, all_categories):
+    def random_choice(a):
+        random_idx = random.randint(0, len(a) - 1)
+        return a[random_idx]
+    category = random_choice(all_categories)
+    line = random_choice(category_lines[category])
+    category_tensor = torch.tensor([all_categories.index(category)], dtype=torch.long)
+    line_tensor = line_to_tensor(line)
+    return category, line, category_tensor, line_tensor
+# Turn unicode string to plain ASCII
+def unicode_to_ascii(s):
+    return ''.join(
+        c for c in unicodedata.normalize('NFD', s)
+        if unicodedata.category(c) != 'Mn'
+        and c in ALL_LETTERS
+    )
+if __name__ == '__main__':
+    print(unicode_to_ascii("O'Néàl"))