An adaptation of the BasicTS framework for my thesis "Prediction of road congestion levels in urban environments with Graph Neural Networks"
active 2024-08-14 → 2026-05-21 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 646 days from 2024-08-14 to 2026-05-21. Pushes: 259 total, peak 18 in a day. Pull requests: 147 total, peak 10 in a day. Issues: 136 total, peak 11 in a day. Comments: 279 total, peak 13 in a day. Stars: 956 total, peak 27 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 |
|---|---|---|---|---|
| zezhishao | 437 | 186 | 57 | 142 |
| duyifanict | 106 | 23 | 33 | 19 |
| allcontributors[bot] | 46 | 27 | 9 | 10 |
| superarthurlx | 40 | 0 | 34 | 6 |
| yisongfu | 27 | 19 | 3 | 3 |
| 1229308805 | 15 | 0 | 0 | 12 |
| TensorPulse | 12 | 0 | 0 | 12 |
| Texas001 | 9 | 0 | 0 | 9 |
| LILINZJ | 8 | 0 | 0 | 7 |
| Zhen-Bu-Chuo | 8 | 0 | 0 | 6 |
| SwdandZy | 7 | 0 | 0 | 3 |
| finleywang | 7 | 2 | 0 | 5 |
| ownnaruto | 6 | 0 | 0 | 3 |
| blisky-li | 6 | 0 | 6 | 0 |
| malay-gaherwar | 5 | 0 | 0 | 2 |
| Zhouxx0101 | 5 | 0 | 0 | 2 |
| huiguhean | 4 | 0 | 0 | 4 |
| ChengqingYu | 4 | 0 | 0 | 4 |
| bingofisher | 4 | 0 | 0 | 0 |
| wengwenchao123 | 4 | 0 | 0 | 2 |
Recent activity
Latest issues, pull requests and releases
- Issue#312Les1ie2026-02-03 14:14[🐞] 使用早停的训练代码在恢复时的行为可能无法被新手用户预期
- Issue#310illsheep2026-01-07 14:54[⭐] <title>others里的Baseline在新版中被移除了
- Issue#310illsheep2026-01-07 14:54[⭐] <title>others里的Baseline在新版中被移除了
- Issue comment#283liuyang12a2026-01-04 08:16[⭐] Add some spectral-temporal GNN models
- Issue#287duyifanict2025-12-25 03:00[⭐] Can the SHAP function be added?
- Issue#303duyifanict2025-12-25 02:59[⭐] 请支持electricity数据集
- Issue comment#303duyifanict2025-12-25 02:58[⭐] 请支持electricity数据集
- Issue#303duyifanict2025-12-25 02:55[⭐] 请支持electricity数据集
- Issue#285duyifanict2025-12-23 09:37[⭐] add smoke test
- Issue#300duyifanict2025-12-23 09:34[🐞] 模型训练完毕之后在checkpoints/DLinear/xx/xxtest_results文件夹下的.npy格式无法读取
- Issue comment#300duyifanict2025-12-23 09:34[🐞] 模型训练完毕之后在checkpoints/DLinear/xx/xxtest_results文件夹下的.npy格式无法读取
- Pull request#308duyifanict2025-12-23 09:30
- Pull request#308duyifanict2025-12-23 08:56
- Pull request#307duyifanict2025-12-23 08:55
- Pull request#307duyifanict2025-12-23 08:54
- Issue#299duyifanict2025-12-23 06:47[🐞] 原来的baselines文件夹呢
- Pull request#306duyifanict2025-12-23 06:45
- Pull request#305duyifanict2025-12-23 02:58
- Issue comment#303yisongfu2025-12-19 02:54[⭐] 请支持electricity数据集
- Issue#299duyifanict2025-12-16 01:53[🐞] 原来的baselines文件夹呢
- Pull request#302duyifanict2025-12-08 03:15
- Issue comment#298wubo21802025-12-02 02:35[🐞] <title>关于使用DLinear模型评估得到的MAE，RMSE和MAPE指标
- Issue comment#29612293088052025-11-28 01:34[⭐] <title>关于自己添加新功能的疑问
- Issue comment#292yisongfu2025-11-16 13:41[🐞] <title>When the prediction length is 720, most models often run out of memory (OOM) on datasets with a large number of nodes (N >= 300).
- Issue#291bravo-wd2025-11-15 07:04[⭐] Add PDFormer
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 956 stars here means stars gained during the window, not the repo's star count.