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Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)

active 2023-08-202026-05-21 (UTC)

Partial coverage20,509 / 26,265 hourly files (78%) · 2 absent upstream · 5,753 failed, retryable2023-08-152026-08-13 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
99
Pushes
8
Pull requests
2
Issues
3
Stars
66
Forks
15

Activity over time

Daily event counts in the loaded window

Line chart, 1006 days from 2023-08-20 to 2026-05-21. Pushes: 8 total, peak 3 in a day. Pull requests: 2 total, peak 2 in a day. Issues: 3 total, peak 1 in a day. Comments: 5 total, peak 1 in a day. Stars: 66 total, peak 2 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
vanhoanglepsa10820
hopeyl2001
yi-sa-sa2001
Byw1111001
Timkeeper20181000
sleep-zzw-bot1001
MingYueManQianShan1001

Recent activity

Latest issues, pull requests and releases

  • Issue#26Timkeeper20182025-04-24 02:26
    CNN and NeuralLog cannot be trained properly
  • Issue comment#24hopeyl2025-04-18 04:43
    No file existence assurance
  • Issue#25hopeyl2025-04-18 02:28
    DEV branch dataset exists issues
  • Issue comment#19Byw1112024-01-14 08:12
    Deeplog input is empty
  • Issue comment#22sleep-zzw-bot2024-01-09 07:18
    The code did not run successfully
  • Issue comment#13yi-sa-sa2023-11-09 01:50
    ValueError: 6 columns passed, passed data had 5 columns
  • Issue comment#13MingYueManQianShan2023-11-04 02:22
    ValueError: 6 columns passed, passed data had 5 columns
  • Issue#22yi-sa-sa2023-09-27 02:11
    The code did not run successfully
  • Pull request#21vanhoanglepsa2023-08-20 01:26
  • Pull request#21vanhoanglepsa2023-08-20 01:21

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 66 stars here means stars gained during the window, not the repo's star count.