PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)
active 2025-01-23 → 2026-03-15 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 417 days from 2025-01-23 to 2026-03-15. Pushes: 6 total, peak 3 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 9 total, peak 2 in a day. Comments: 10 total, peak 3 in a day. Stars: 62 total, peak 5 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 |
|---|---|---|---|---|
| TROUBADOUR000 | 15 | 6 | 0 | 6 |
| DSonDH | 3 | 0 | 0 | 0 |
| kaqiz | 2 | 0 | 0 | 1 |
| junjieyePhD | 2 | 0 | 0 | 1 |
| Day333 | 1 | 0 | 0 | 1 |
| vaeaea | 1 | 0 | 0 | 1 |
| TimeLearner1 | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#12TimeLearner12026-01-02 01:54The results could not be replicated.
- Issue comment#11vaeaea2025-11-14 16:40关于数据集Climate
- Issue#9TROUBADOUR0002025-11-08 09:33关于文中gcn的疑问
- Issue comment#9TROUBADOUR0002025-11-07 06:00关于文中gcn的疑问
- Issue#4DSonDH2025-08-18 05:31Is parallel filtration operation valid? + Eq.15 implementation
- Issue comment#5Day3332025-08-17 12:01Bug in EarlyStopping: model checkpoint is saved even when validation loss increases
- Issue#4DSonDH2025-08-07 08:19Is parallel filtration operation valid?
- Issue#4DSonDH2025-08-07 07:40Is parallel filtration operation valid?
- Issue#3TROUBADOUR0002025-06-26 03:48Is the mask_topk method in TimeFilter_layers.py being used incorrectly?
- Issue comment#2TROUBADOUR0002025-06-10 08:28code
- Issue comment#2junjieyePhD2025-04-24 07:37code
- Issue comment#2TROUBADOUR0002025-04-22 03:10code
- Issue comment#2TROUBADOUR0002025-04-16 07:30code
- Issue#2junjieyePhD2025-04-12 04:28code
- Issue#1TROUBADOUR0002025-02-10 05:32ModuleNotFoundError: No module named 'data_provider.m4'
- Issue comment#1TROUBADOUR0002025-02-09 16:09ModuleNotFoundError: No module named 'data_provider.m4'
- Issue comment#1kaqiz2025-02-09 14:57ModuleNotFoundError: No module named 'data_provider.m4'
- Issue comment#1TROUBADOUR0002025-02-09 14:47ModuleNotFoundError: No module named 'data_provider.m4'
- Issue#1kaqiz2025-02-06 02:10ModuleNotFoundError: No module named 'data_provider.m4'
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 62 stars here means stars gained during the window, not the repo's star count.