The ProfessionAl Go Annotation DatasEt (PAGE) is an extensively annotated Go (weiqi, baduk) dataset for large-scale data-driven analytics. PAGE contains 98,525 games played by 2,007 professional players from 1950 to 2021. Our proposed PAGE incorporates game-level metadata and in-game statistics. The game-level metadata pertinent to games, players, and tournaments is annotated by consolidating data from numerous reliable sources. The comprehensive in-game statistics are generated from KataGo.
The Professional Go Annotation Dataset
Yifan Gao, Danni Zhang, Haoyue Li
IEEE Transactions on Games, 2023
PGD: A Large-scale Professional Go Dataset for Data-driven Analytics
Yifan Gao
IEEE Conference on Games (CoG), 2022
- This project is still quickly updating. Check ToDo list to see what will be released next.
- Our paper "The Professional Go Annotation Dataset" describing this dataset has been accepted by IEEE Transactions on Games. 🎉
- Initial public release of the proposed PAGE.
- Dataset is licensed under CC BY-NC-SA 4.0, which allows free use for non-commercial purposes only.
- For questions and feedback, please open a Github issue on this repo.
- Add example scripts to conduct preliminary analysis on various features of PAGE.
- Provide code for downstream tasks described in the journal paper.
- Add scripts to generate in-game statistics from SGF game records.
- Add games data after 2021 to expand the dataset coverage.
- Extend KataGo analysis time per game to produce more robust in-game statistics.
All data is hosted on OneDrive and Baidu NetDisk:
Baidu NetDisk：download link
code：grvo
OneDrive: download link
code：PAGE
| Path | Size | Files | Format | Description |
|---|---|---|---|---|
| PAGE | 59.6 GB | 98,541 | Main folder | |
| ownership | 28.5 GB | 98,525 | NumPy | In-game statistics, with multiple NumPy matrixes. |
| metadata.csv | 13.3 MB | 1 | CSV | Game-level Metadata. |
| recommended_move.h5 | 5.49 GB | 1 | HDF5 | In-game statistics. |
| ingame_statistics.h5 | 1.26 GB | 1 | HDF5 | In-game statistics without ownership and recommended move. |
| zip | 24.3 GB | 13 | ZIP | Contents of ownership folder as a ZIP archive. |
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