TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting
active 2024-03-19 → 2026-01-25 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 678 days from 2024-03-19 to 2026-01-25. Pushes: 1 total, peak 1 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 6 total, peak 1 in a day. Comments: 19 total, peak 3 in a day. Stars: 111 total, peak 4 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 |
|---|---|---|---|---|
| Atik-Ahamed | 10 | 1 | 0 | 9 |
| liuquangao | 4 | 0 | 0 | 3 |
| hbwzj | 2 | 0 | 0 | 2 |
| xiyang2002 | 2 | 0 | 0 | 2 |
| largraf | 1 | 0 | 0 | 1 |
| zjy-cqu | 1 | 0 | 0 | 0 |
| wuzzeze | 1 | 0 | 0 | 0 |
| Jerry-a-rookie | 1 | 0 | 0 | 0 |
| faceWelcome | 1 | 0 | 0 | 1 |
| Dreamhepeng | 1 | 0 | 0 | 0 |
| Jimmy-7664 | 1 | 0 | 0 | 1 |
| shandongpengyuyan | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#15Atik-Ahamed2025-08-22 12:14About the Memory footprint (in GB) figures
- Issue#15Jerry-a-rookie2025-07-09 03:18About the Memory footprint (in GB) figures
- Issue#13zjy-cqu2024-11-11 01:27mse or mae is either too big or too small
- Issue comment#8largraf2024-09-29 16:58not able to achieve the same excellent results
- Issue comment#8Atik-Ahamed2024-09-12 21:16not able to achieve the same excellent results
- Issue comment#12Atik-Ahamed2024-09-07 20:33where to download the data?
- Issue comment#11Atik-Ahamed2024-09-07 20:31Can TimeMachine be applied to multivariate time series classification(MTSC)?
- Issue#11wuzzeze2024-09-04 01:33Can TimeMachine be applied to multivariate time series classification(MTSC)?
- Issue comment#10Atik-Ahamed2024-09-02 17:24Do you only apply transpose MAMBA under channel independent settings?
- Issue#10liuquangao2024-08-17 05:29Do you only apply transpose MAMBA under channel independent settings?
- Issue comment#8liuquangao2024-08-15 12:20not able to achieve the same excellent results
- Issue comment#8liuquangao2024-08-15 12:18not able to achieve the same excellent results
- Issue comment#8liuquangao2024-08-15 12:17not able to achieve the same excellent results
- Issue comment#9Atik-Ahamed2024-07-10 22:41What data shape could be mamba's correct input?
- Issue comment#7hbwzj2024-06-01 17:37问题求助
- Issue comment#8xiyang20022024-05-30 04:44not able to achieve the same excellent results
- Issue comment#8xiyang20022024-05-28 05:22not able to achieve the same excellent results
- Issue comment#8Atik-Ahamed2024-05-27 18:57not able to achieve the same excellent results
- Issue comment#7Atik-Ahamed2024-05-27 18:37问题求助
- Issue comment#7hbwzj2024-05-22 05:06问题求助
- Issue comment#6Atik-Ahamed2024-05-08 20:26Multi-GPU Execution Error: Invalid device id
- Issue comment#4faceWelcome2024-04-11 03:39Nan loss！
- Issue#3Dreamhepeng2024-04-08 04:07import selective_scan_cuda ImportError: /home/hp/miniforge3/envs/mamba/lib/python3.10/site-packages/selective_scan_cuda.cpython-310-x86_64-linux-gnu.so: undefined symbol: _ZN3c104cuda9SetDeviceEi
- Issue comment#2Jimmy-76642024-04-03 03:41The training time of the model
- Issue#1shandongpengyuyan2024-04-01 06:42How to install causal conv1d and mamba-sms
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 111 stars here means stars gained during the window, not the repo's star count.