Official code for ICML 2024 paper "An Unsupervised Approach for Periodic Source Detection in Time Series"我们提出了一种新颖的方法（两种正则化器），用于在时间序列数据中检测周期性模式，无需使用标签或特定增强。该方法避免了表征崩溃等常见问题，并在三种不同任务中超越了现有方法。所提出的正则化器可在训练脚本的 freq_losses 函数下找到。
active 2024-06-03 → 2025-12-29 (UTC)
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Line chart, 575 days from 2024-06-03 to 2025-12-29. Pushes: 2 total, peak 1 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 0 total, peak 0 in a day. Comments: 0 total, peak 0 in a day. Stars: 14 total, peak 2 in a day.
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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.
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| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| christianholz | 1 | 1 | 0 | 0 |
| Berken-demirel | 1 | 1 | 0 | 0 |
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