BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection (WWW23)
active 2023-08-17 → 2025-12-10 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 847 days from 2023-08-17 to 2025-12-10. Pushes: 42 total, peak 14 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 16 total, peak 2 in a day. Comments: 29 total, peak 5 in a day. Stars: 94 total, peak 8 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| Bayi-Hu | 71 | 42 | 0 | 19 |
| H0uzC | 6 | 0 | 0 | 6 |
| poupou-web3 | 2 | 0 | 0 | 1 |
| brainplait | 2 | 0 | 0 | 1 |
| Duongvu05 | 2 | 0 | 0 | 1 |
| yuyan110nan | 1 | 0 | 0 | 0 |
| Jackwangmoney | 1 | 0 | 0 | 0 |
| epowell101 | 1 | 0 | 0 | 0 |
| nengzechen | 1 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Issue#5Bayi-Hu2025-09-18 12:43I have reorganized the code and tested it recently. (08/27/2023)
- Issue#9Bayi-Hu2025-09-18 12:40Negative sampling exceeds the maximum range
- Issue comment#5Bayi-Hu2025-09-18 12:22I have reorganized the code and tested it recently. (08/27/2023)
- Issue#12Bayi-Hu2025-09-10 02:47Data leakage
- Issue#12Duongvu052025-06-04 09:26Data leakage
- Issue comment#5Duongvu052025-01-22 10:02I have reorganized the code and tested it recently. (08/27/2023)
- Issue#11Bayi-Hu2024-06-21 17:47How much the threshold for the comparison model is set？
- Issue comment#11Bayi-Hu2024-06-21 17:47How much the threshold for the comparison model is set？
- Issue#10Bayi-Hu2024-06-21 17:46FileNotFoundError: No such file or directory: './Data/tornado_raw_data/tornadoFullHistoryMixer_0.1ETH.csv'
- Issue comment#10Bayi-Hu2024-06-21 17:46FileNotFoundError: No such file or directory: './Data/tornado_raw_data/tornadoFullHistoryMixer_0.1ETH.csv'
- Issue comment#10Bayi-Hu2024-06-21 16:24FileNotFoundError: No such file or directory: './Data/tornado_raw_data/tornadoFullHistoryMixer_0.1ETH.csv'
- Issue#11Jackwangmoney2024-05-18 02:13How much the threshold for the comparison model is set？
- Issue#10yuyan110nan2024-05-06 12:34FileNotFoundError: No such file or directory: './Data/tornado_raw_data/tornadoFullHistoryMixer_0.1ETH.csv'
- Issue#8Bayi-Hu2023-10-28 03:24Hello, author. I encountered this "UnicodeDecodeError: 'utf-8' codec can't decode byte 0xd5 in position 68: invalid continuation byte" when I was copying the code. Can you reply to me?
- Issue comment#9Bayi-Hu2023-10-23 16:52Negative sampling exceeds the maximum range
- Issue#9Bayi-Hu2023-10-23 02:47Negative sampling exceeds the maximum range
- Issue comment#8Bayi-Hu2023-10-19 20:11Hello, author. I encountered this "UnicodeDecodeError: 'utf-8' codec can't decode byte 0xd5 in position 68: invalid continuation byte" when I was copying the code. Can you reply to me?
- Issue comment#8brainplait2023-10-19 03:03Hello, author. I encountered this "UnicodeDecodeError: 'utf-8' codec can't decode byte 0xd5 in position 68: invalid continuation byte" when I was copying the code. Can you reply to me?
- Issue comment#8Bayi-Hu2023-10-17 15:03Hello, author. I encountered this "UnicodeDecodeError: 'utf-8' codec can't decode byte 0xd5 in position 68: invalid continuation byte" when I was copying the code. Can you reply to me?
- Issue#8brainplait2023-10-17 09:15Hello, author. I encountered this "UnicodeDecodeError: 'utf-8' codec can't decode byte 0xd5 in position 68: invalid continuation byte" when I was copying the code. Can you reply to me?
- Issue comment#7Bayi-Hu2023-09-11 15:15Classification of Sybils
- Issue comment#5Bayi-Hu2023-09-11 15:13I have reorganized the code and tested it recently. (08/27/2023)
- Issue comment#6poupou-web32023-09-11 08:51array has an inhomogeneous shape after 1 dimensions.
- Issue#6poupou-web32023-09-11 08:51array has an inhomogeneous shape after 1 dimensions.
- Issue comment#5nengzechen2023-09-10 06:04I have reorganized the code and tested it recently. (08/27/2023)
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 94 stars here means stars gained during the window, not the repo's star count.