Skip to content

[NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns". This work is developed by the Lab of Professor Weiwei Lin (linww@scut.edu.cn), South China University of Technology; Pengcheng Laboratory.

active 2024-09-272026-04-15 (UTC)

Partial coverage14,799 / 18,045 hourly files (82%) · 2 absent upstream · 3,246 failed, retryable2024-07-202026-08-11 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
164
Pushes
12
Pull requests
2
Issues
9
Stars
111
Forks
17

Activity over time

Daily event counts in the loaded window

Line chart, 566 days from 2024-09-27 to 2026-04-15. Pushes: 12 total, peak 2 in a day. Pull requests: 2 total, peak 1 in a day. Issues: 9 total, peak 2 in a day. Comments: 12 total, peak 2 in a day. Stars: 111 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

ContributorContributionsPushesPRsComments
lss-1138211217
nnstake3001
2016WUJI013001
ZMingzhu2001
wayhoww2011
SpriteWithoutIce2001
lijjzz1000
benfu-star1000

Recent activity

Latest issues, pull requests and releases

  • Issue comment#12ZMingzhu2025-11-18 11:50
    复现结果数据问题
  • Issue#12ZMingzhu2025-11-14 11:50
    复现结果数据问题
  • Issue#1lss-11382025-04-06 08:22
    I am green
  • Issue#9benfu-star2025-03-09 07:55
    关于可视化提取的周期部分
  • Issue#8SpriteWithoutIce2024-12-06 03:39
    关于Cycle_index的疑问
  • Issue comment#8SpriteWithoutIce2024-12-06 03:39
    关于Cycle_index的疑问
  • Issue comment#7lss-11382024-12-05 07:56
    Implementation details for Exchange and Illness datasets
  • Issue comment#8lss-11382024-12-05 07:38
    关于Cycle_index的疑问
  • Issue comment#7lss-11382024-12-04 03:30
    Implementation details for Exchange and Illness datasets
  • Issue comment#5lss-11382024-11-21 02:05
    Missing Solar-Energy Datasets
  • Pull request#4lss-11382024-10-21 03:27
  • Issue comment#4lss-11382024-10-21 03:27
    more efficient implementation of RecurrentCycle
  • Issue comment#4wayhoww2024-10-19 06:38
    more efficient implementation of RecurrentCycle
  • Pull request#4wayhoww2024-10-19 06:33
  • Issue#3nnstake2024-10-18 12:33
    When talking about RCF, should revin be included?
  • Issue comment#3nnstake2024-10-18 11:57
    When talking about RCF, should revin be included?
  • Issue#3nnstake2024-10-18 11:53
    When talking about RCF, should revin be included?
  • Issue#22016WUJI012024-10-06 01:49
    关于Figure 2的对应代码疑问
  • Issue comment#22016WUJI012024-10-06 01:49
    关于Figure 2的对应代码疑问
  • Issue comment#2lss-11382024-10-06 01:40
    关于Figure 2的对应代码疑问
  • Issue#22016WUJI012024-10-05 13:27
    关于Figure 2的对应代码疑问
  • Issue comment#1lss-11382024-09-29 06:45
    I am green
  • Issue#1lijjzz2024-09-27 07:09
    I am green

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.