Contents

• TYGEM
• Tom
• Foxwq
• Aya
• Professional
• AI
  • AlphaGo
  • ELF OpenGo
  • FineArt
  • PhoenixGo
  • Zen
  • CGI
  • DolBaram
  • Dancer
  • Leela
  • CNC
  • The 1st World AI Go Open 2017
  • Berry Genomics Cup 2018 World AI Weiqi Competition
  • 2018 Tencent World AI WEIQI Competition
  • The 2nd World AI Go Open 2018
  • Berry Genomics Cup 2019 World AI Weiqi Competition
  • 2019 China Securities Cup World AI WEIQI Open
  • The 11th Computer Go UEC Cup
  • 2020 World GO AI Championship
• CGOS
• LeelaZero
• KGS
• Minigo
• NNGS
• ELF OpenGo
• KataGo

1 TYGEM dataset

2005.11.02 - 2016.12.31

TYGEM "9D vs 9D" dataset (1,516,031 games).

1.1 Format(index)

• id
  • TYGEM id
• date
  • YYYY.MM.DD HH:MM
• white
  • char[16]
• white english
  • char[11]
• white nation
  • 0 Korea
  • 1 Japan
  • 2 China
  • 3 USA
  • 4 Chinese Taipei
  • 5 China
• black
  • char[16]
• black english
  • char[11]
• black nation
  • 0 Korea
  • 1 Japan
  • 2 China
  • 3 USA
  • 4 Chinese Taipei
  • 5 China
• result
  • B+Resign
  • W+Resign
  • B+X.5
  • W+X.5
  • B+Time
  • W+Time
  • B+Offline
  • W+Offline
• round
  • 60 - 450
• byoyomi/times minutes

default:

• komi
  • 6.5
• white rank
  • 9d
• black rank
  • 9d
• type
  • ranked
• CA
  • UTF-8
• GM
  • 1
• FF
  • 4

Due to the 25 MB file size limit, I have to split the ".index" file. You can merge it by yourself.

1.2 Format(kifu)

id\t;B[coord];W[coord];B[coord];W[coord]......

1.3 Convert to SGF

• tygem_convert.tar.gz

  • Thanks for Hiroshi Yamashita writing the converter tool.

• Converter.py

  • usage: python Converter.py kifu.index english_user_id kifu_folder save_folder
  • example: python Converter.py kifu.index Lurk(P) Kifu Save

2 TOM dataset

2003.09.25 - 2011.12.28

TOM "9D vs 9D" dataset (50,956 games).

2.1 Format(index)

• id
• date
• white
• black
• komi
• result
• round
• byoyomi/times minutes

default:

• white rank
  • 9d
• black rank
  • 9d
• type
  • ranked
• CA
  • UTF-8
• GM
  • 1
• FF
  • 4

2.2 Format(kifu)

id\t;B[coord];W[coord];B[coord];W[coord]......

2.3 Convert to SGF

• Converter_Tom.py
  • usage: python Converter_Tom.py Kifu.index user_id kifu_folder save_folder
  • example: python Converter_Tom.py Kifu.index 930115 kifu save

3 Foxwq dataset

3.1 Github

18k-9d

3.2 9d vs 9d

2013.07.09 - 2019.10.17

166,184 games

4 Aya's selfplay games for training value network

19x19, 13x13, 9x9

Aya's selfplay games

5 Professional

1940.01.01 - 2017.01.09

73,522 games

5.1 Format(txt)

SGF\nSGF\nSGF\n...

5.2 SGF tags

• GM

  • 1

• FF

  • 4

• SZ

  • 19

• AP

• CA

  • UTF-8

• GN

• PW

• WR (option)

• PB

• BR (option)

• KM (option)

  • 0 <= komi <= 8

• RE

  • B+
  • W+
  • B+X
  • W+X
  • B+R
  • W+R
  • B+T
  • W+T

• B/W/B/W ...

6 AI dataset

• AlphaGo

  • AlphaGo Zero
    • 83 games
  • AlphaGo Ke
    • AlphaGo vs Ke Jie
      • 3 games
      • 2017.05.23 - 2017.05.27
      • 3W / 0L / 100%
    • AlphaGo vs China Team
      • 1 games
      • 2017.05.26
      • 1W / 0L / 100%
    • AlphaGo + Lian Xiao vs AlphaGo + Gu Li
      • 1 games
      • 2017.05.26
    • AlphaGo selfplay
      • 55 games
  • AlphaGo Master
    • Master
      • 60 games
      • 2016.12.29 - 2017.01.04
      • 60W / 0L / 100%
  • AlphaGo Lee
    • AlphaGo vs Lee Sedol
      • 5 games
      • 2016.03.09 - 2016.03.15
      • 4W / 1L / 80%
    • AlphaGo selfplay
      • 3 games
  • AlphaGo Fan
    • AlphaGo vs Fan Hui
      • 5 games
      • 2015.10.05 - 2015.10.09
      • 5W / 0L / 100%

• ELF OpenGo

  • https://github.com/pytorch/ELF/releases

• FineArt

  • fuheyuqi
    • Fox Go Server
    • 171 games
    • 2017.02.20 - 2017.11.23
    • 166W / 5L / 97.07%
  • FineArt
    • Fox Go Server
    • 626 games
    • 2016.11.01 - 2017.05.12
    • 488W / 138L / 77.95%
  • FineArt UEC
    • 11 games
    • 11W / 0L / 100%
  • FineArt vs Gu Li / Tuo Jia Xi / Tan Xiao
    • 1 games
    • 1W / 0L / 100%
  • Li Long
    • Fox Go Server
    • 903 games
    • 2016.10.21 - 2017.09.12
    • 795W / 108L / 88.03%
  • Xing Tian
    • Fox Go Server
    • 45 games
    • 2016.12.27 - 2017.01.02
    • 38W / 7L / 84.44%
  • Tian Xia Wu Gou
    • Fox Go Server
    • 204 games
    • 2016.09.28 - 2016.10.31
    • 159W / 45L / 77.94%
  • Sweeper
    • Fox Go Server
    • 55 games
    • 2016.09.02 - 2016.10.05
    • 38W / 17L / 69.09%
  • Tiger
    • Fox Go Server
    • 63 games
    • 2016.07.28 - 2016.10.28
    • 42W / 21L / 66.66%

• PhoenixGo

  • BensonDarr
    • Fox Go Server
    • 666 games
    • 2017.11.28 - 2018.04.24
    • 641W / 24L / 96.39%
  • Shi Kong Qi Dian
    • Fox Go Server
    • 100 games
    • 2018.03.15 - 2018.03.20
    • 100W / 0L / 100.00%
  • Jin Mao Ce Shi
    • Fox Go Server
    • 2744 games
    • 2018.03.20 - 2018.10.10

• Zen

  • DeepZenGo
    • Fox Go Server
    • 130 games
    • 2016.11.19 - 2018.04.07
    • 106W / 24L / 81.53%
  • DeepZen(P)
    • TYGEM
    • 2806 games
    • 2016.12.29 - 2017.07.13
    • 2271W / 535L / 80.93%
  • DeepZen(B)
    • TYGEM
    • 303 games
    • 2017.07.13 - 2017.07.27
    • 208W / 95L / 68.65%
  • deepzengo
    • WBaduk
    • 455 games
    • 2017.06.21 - 2017.08.28
    • 437W / 18L / 96.04%
  • Zen19L vs Godmoves
    • KGS
    • 3 games
    • 2016.11.29 - 2016.12.01
    • 0W / 3L / 0%

• CGI

  • CGI(P)
    • TYGEM
    • 167 games
    • 2017.07.03 - 2017.07.13
    • 120W / 47L / 71.85%
  • CGI(B)
    • TYGEM
    • 16 games
    • 2017.07.13 - 2017.08.19
    • 10W / 6L / 62.50%
  • CGI
    • Fox Go Server
    • 193 games
    • 2017.09.22 - 2017.11.20
    • 161W / 32L / 83.41%

• DolBaram

  • DolBaram
    • TYGEM
    • 26 games
    • 2017.05.08 - 2017.08.03
    • 24W / 2L / 92.31%
  • dolBaram9
    • Fox Go Server
    • 62 games
    • 2017.11.02 - 2018.02.16
    • 50W / 12L / 80.64%

• Dancer

  • Dancer(P)
    • TYGEM
    • 171 games
    • 2017.04.02 - 2017.08.27
    • 135W / 36L / 78.95%
  • Dancer(P)
    • Fox Go Server
    • 220 games
    • 2017.12.11 - 2018.04.04
    • 193W / 27L / 87.72%

• Leela

  • Leela(P)
    • TYGEM
    • 1851 games
    • 2017.03.29 - 2017.07.13
    • 787W / 1064L / 42.52%
  • Leela(B)
    • TYGEM
    • 481 games
    • 2017.07.13 - 2017.08.11
    • 194W / 287L / 40.33%

• CNC

  • cnculture(P)
    • TYGEM
    • 1237 games
    • 2017.04.22 - 2017.07.13
    • 519W / 718L / 41.96%
  • cnculture(B)
    • TYGEM
    • 662 games
    • 2017.07.13 - 2017.08.11
    • 304W / 358L / 45.92%

• The 1st World AI Go Open 2017

  • AI: Abacus, AQ, CGI, DeepZenGo, Dolbaram, FineArt, Golois, Leela, MuGo, OracleWQ, Rayn, TianRang
  • 37 games + 3 special games
  • 2017.08.16 - 2017.08.18
  • 1st: DeepZenGo
  • 2nd: CGI
  • 3rd: FineArt

• Berry Genomics Cup 2018 World AI Weiqi Competition

  • AI: BADUKi, Dolbaram, FineArt, Golois, HEROZ Kishin, Leela Zero, Phoenix Go, TS Go
  • 26 games
  • 2018.04.27 - 2018.04.28
  • 1st: Phoenix Go
  • 2nd: FineArt
  • 3rd: Leela Zero

• 2018 Tencent World AI WEIQI Competition

  • 2018.06.24, Preliminary Contest: AQ, Aya, BADUKi, Dolbaram, ELFOpenGo, FineArt, Golaxy, LeelaZero, Northern Lights, Octopus, Raynz
  • 2018.07.09, Repecharge: FineArt, Golaxy, ELFOpenGo, AQ, LeelaZero, Octopus, BADUKi, Dolbaram
  • 2018.07.29, Semi-final: FineArt, Golaxy, ELFOpenGo, AQ
  • 2018.07.30, Final: FineArt, Golaxy
  • 1st: FineArt
  • 2nd: Golaxy

• The 2nd World AI Go Open 2018

  • AI: AQ, BADUKi, Dolbaram, ELFOpenGo, Golaxy, Raynz, Octopus, Og-go
  • 31 games
  • 2018.08.13 - 2018.08.15
  • 1st: Golaxy
  • 2nd: AQ
  • 3rd: Octopus

• Berry Genomics Cup 2019 World AI Weiqi Competition

  • AI: BADUKi, Dolbaram, Go Genius, Golaxy, Golois, Leela Zero, Raynz, YXT
  • 28 games
  • 2019.04.26 - 2019.04.28
  • 1st: Golaxy
  • 2nd: BADUKi
  • 3rd: Leela Zero

• 2019 China Securities Cup World AI WEIQI Open

  • AI: CGI, ClearStone, Dolbaram, FineArt, Globis-AQZ, Go Genius, Golaxy, HanDol, Handtalk, LeelaZero, MayaGo, Octopus, YaoGo, YiXiaoTian
  • 51 games
  • 2019.08.22 - 2019.08.25
  • 1st: FineArt
  • 2nd: Golaxy
  • 3rd: HanDol
  • 4th: LeelaZero

• The 11th Computer Go UEC Cup

  • AI: Akira, BaduGI, BSK, EsArgo, GLOBIS-AQZ, Go Genius, Golaxy, Katsunari, Kifuwarabe, Kugutsu, Maru, masacts, mayoigo, Natsukaze, nlp, QuinoaIgo, Ray, Rn
  • 93 games
  • 2019.12.14 - 2019.12.15
  • 1st: Golaxy
  • 2nd: GLOBIS-AQZ
  • 3rd: BaduGI

• 2020 World GO AI Championship

  • 1st: Golaxy
  • 4th: KataGo 40b384f with training

7 CGOS dataset

• 19x19
• 13x13
• 9x9

8 Leela Zero dataset

• Self-Play
• Match
• Training Data

9 KGS dataset

Kifu

10 Minigo dataset

• CloudyGo
  • Seth Troisi's Minigo Game Viewer
  • Results
• Github
  • Results
• Youtube
  • Building a Go AI with Kubernetes and TensorFlow
  • MiniGo: TensorFlow Meets Andrew Jackson (TensorFlow Meets)
• cloud.google.com

  • Under v?-9x9 directory you can find

    • data/ Tensorflow tf.Record files corresponding to raw training data
    • models/ The saved model files for each generation
    • sgf/ Zip archives of all games in .sgf form, grouped by generation

  • Under v?-19x19 directory you can find

    • models/ The saved model files for each generation
    • sgf/ Zip archives of all games in .sgf form, grouped by generation

11 NNGS dataset

github

• 435,495 SGF files
• 1995.07 - 2005.05

12 ELF OpenGo dataset

• Home Page
• v2-training-run
  • 19,690,954 SGF files
• Analysis
  • Analyzing Go Games by the Quality of Their Moves

13 KataGo dataset

• KataGo Distributed Training
• Home Page
• dataset
  • g65 (Feb 2019 run)
  • g104 (June 2019 run)
  • g170 (Jan 2020 run)

SGF

SGF Format