A Python toolkit for rule-based/unsupervised anomaly detection in time series
active 2023-08-15 → 2026-01-31 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 901 days from 2023-08-15 to 2026-01-31. Pushes: 0 total, peak 0 in a day. Pull requests: 4 total, peak 1 in a day. Issues: 5 total, peak 2 in a day. Comments: 15 total, peak 4 in a day. Stars: 148 total, peak 19 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 |
|---|---|---|---|---|
| ljluestc | 4 | 0 | 0 | 4 |
| TonyEinstein | 4 | 0 | 0 | 2 |
| joserezende | 2 | 0 | 0 | 2 |
| nabeelraza-7 | 2 | 0 | 1 | 1 |
| HobartWS | 1 | 0 | 0 | 0 |
| mjnchen | 1 | 0 | 1 | 0 |
| endisclu | 1 | 0 | 0 | 0 |
| burakbdr | 1 | 0 | 0 | 1 |
| mazzma12 | 1 | 0 | 1 | 0 |
| GH-wudi | 1 | 0 | 0 | 1 |
| VladimirFokow | 1 | 0 | 0 | 1 |
| ivanpetrushev | 1 | 0 | 0 | 0 |
| khadijahafeez | 1 | 0 | 0 | 1 |
| earthgecko | 1 | 0 | 1 | 0 |
| BreadFeet | 1 | 0 | 0 | 1 |
| esaostring | 1 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#152esaostring2026-01-17 09:35'seaborn-whitegrid' is not a valid package style
- Issue#160HobartWS2025-11-10 06:30'seaborn-whitegrid' is not a valid package style
- Pull request#159mjnchen2025-10-07 23:37
- Issue comment#152joserezende2025-05-27 00:30'seaborn-whitegrid' is not a valid package style
- Issue comment#152joserezende2025-05-27 00:29'seaborn-whitegrid' is not a valid package style
- Issue comment#139ljluestc2024-09-08 18:10flowchart has problem
- Issue comment#138ljluestc2024-09-08 17:52Retrieve informations Pipeline [QUESTION]
- Issue comment#141ljluestc2024-09-08 15:33Quantile AD and Threshold based AD criteria
- Issue comment#150ljluestc2024-09-08 06:59I encountered a strange error when using adtk's plot method: ValueError: Multi-dimensional indexing (e.g. obj[:, None]) is no longer supported. Convert to a numpy array before indexing instead
- Issue comment#147khadijahafeez2024-05-30 01:25pandas removed deprecated `Series.iteritems()`, `DataFrame.iteritems()`, use `obj.items` instead
- Issue comment#146GH-wudi2024-03-23 14:52RuntimeError: Series does not follow any known frequency (e.g. second, minute, hour, day, week, month, year, etc.
- Pull request#155earthgecko2024-01-14 08:39
- Issue comment#153burakbdr2023-12-27 09:00removed internal styling in plot
- Issue#154endisclu2023-12-21 06:58Monthly Data (Freq = 720) = 30 days, but which month has 30 days.
- Issue comment#152BreadFeet2023-12-20 02:44'seaborn-whitegrid' is not a valid package style
- Pull request#153nabeelraza-72023-12-19 05:15
- Issue comment#152nabeelraza-72023-12-19 05:12'seaborn-whitegrid' is not a valid package style
- Issue#152ivanpetrushev2023-11-10 08:50'seaborn-whitegrid' is not a valid package style
- Issue comment#148TonyEinstein2023-10-08 08:53dataframe can not plot
- Issue#151TonyEinstein2023-10-08 08:53In the file of [https://github.com/arundo/adtk/blob/v0.6.2/tests/test_visualization.ipynb](https://github.com/arundo/adtk/blob/v0.6.2/tests/test_visualization.ipynb), The example does not use df, does it mean it does not support df?
- Issue comment#148TonyEinstein2023-10-08 08:25dataframe can not plot
- Issue#150TonyEinstein2023-10-08 08:22I encountered a strange error when using adtk's plot method: ValueError: Multi-dimensional indexing (e.g. obj[:, None]) is no longer supported. Convert to a numpy array before indexing instead
- Pull request#149mazzma122023-09-08 09:19
- Issue comment#147VladimirFokow2023-09-07 15:17pandas removed deprecated `Series.iteritems()`, `DataFrame.iteritems()`, use `obj.items` instead
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 148 stars here means stars gained during the window, not the repo's star count.