Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"
active 2024-02-29 → 2026-06-08 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 831 days from 2024-02-29 to 2026-06-08. Pushes: 49 total, peak 4 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 38 total, peak 3 in a day. Comments: 59 total, peak 13 in a day. Stars: 259 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 |
|---|---|---|---|---|
| WenWeiTHU | 69 | 42 | 0 | 18 |
| hvlgo | 27 | 6 | 0 | 16 |
| hwanyu112 | 11 | 0 | 0 | 7 |
| m6129 | 5 | 0 | 0 | 3 |
| SkyKingL | 5 | 0 | 0 | 3 |
| lqf0624 | 3 | 0 | 0 | 2 |
| laoshuaib | 3 | 0 | 0 | 1 |
| forhonourlx | 3 | 0 | 0 | 1 |
| sangg-0 | 2 | 0 | 0 | 1 |
| nightforwar | 2 | 0 | 0 | 1 |
| balabla908 | 2 | 0 | 0 | 0 |
| FrankHo-Hwc | 2 | 0 | 0 | 1 |
| TDL77 | 1 | 0 | 0 | 0 |
| hdeng26 | 1 | 0 | 0 | 0 |
| MyssH | 1 | 0 | 0 | 0 |
| GritLs | 1 | 0 | 0 | 0 |
| shisi-cc | 1 | 0 | 0 | 0 |
| cccccrj | 1 | 0 | 0 | 1 |
| tencities | 1 | 0 | 0 | 1 |
| jacks-tang | 1 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#23WenWeiTHU2025-07-22 02:05In-Context learning, Relevant Series and self.label_len
- Issue comment#24WenWeiTHU2025-07-22 01:53About the Table 10.
- Issue#23crkimm2025-07-21 08:28In-Context learning, Relevant Series and self.label_len
- Issue#21MyssH2025-03-27 13:42Memory leakage in long term forecast
- Issue comment#20laoshuaib2025-03-17 07:19Input length adjustment
- Issue#20laoshuaib2025-03-17 07:19Input length adjustment
- Issue#19WenWeiTHU2025-03-17 07:07Question About the Implementation of Channel Independence
- Issue comment#20WenWeiTHU2025-03-17 07:07Input length adjustment
- Issue#20laoshuaib2025-01-04 06:47Input length adjustment
- Issue comment#19cccccrj2024-12-14 08:15Question About the Implementation of Channel Independence
- Issue comment#19WenWeiTHU2024-12-14 04:02Question About the Implementation of Channel Independence
- Issue comment#18lqf06242024-12-02 09:18About AutoRegression
- Issue comment#18hvlgo2024-12-02 09:12About AutoRegression
- Issue comment#18lqf06242024-12-02 09:04About AutoRegression
- Issue#18lqf06242024-12-02 08:00About AutoRegression
- Issue#17hvlgo2024-11-27 03:30short_term forecasting
- Issue comment#17sangg-02024-11-27 03:20short_term forecasting
- Issue comment#17hvlgo2024-11-27 02:52short_term forecasting
- Issue#17sangg-02024-11-27 02:11short_term forecasting
- Issue#16SkyKingL2024-11-12 12:18Is AutoTimes truly leveraging LLM's language capabilities?
- Issue comment#16SkyKingL2024-11-12 12:15Is AutoTimes truly leveraging LLM's language capabilities?
- Issue comment#16WenWeiTHU2024-11-12 08:18Is AutoTimes truly leveraging LLM's language capabilities?
- Issue comment#16WenWeiTHU2024-11-12 08:12Is AutoTimes truly leveraging LLM's language capabilities?
- Issue comment#16WenWeiTHU2024-11-12 08:05Is AutoTimes truly leveraging LLM's language capabilities?
- Issue comment#16SkyKingL2024-11-12 06:01Is AutoTimes truly leveraging LLM's language capabilities?
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 259 stars here means stars gained during the window, not the repo's star count.