Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
active 2023-08-15 → 2026-06-11 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 1032 days from 2023-08-15 to 2026-06-11. Pushes: 103 total, peak 9 in a day. Pull requests: 66 total, peak 8 in a day. Issues: 196 total, peak 17 in a day. Comments: 343 total, peak 13 in a day. Stars: 512 total, peak 6 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 |
|---|---|---|---|---|
| pplonski | 417 | 101 | 27 | 181 |
| a-szulc | 39 | 0 | 11 | 8 |
| DanielAvdar | 19 | 0 | 10 | 7 |
| strukevych | 17 | 0 | 0 | 10 |
| maciekmalachowski | 11 | 0 | 4 | 3 |
| Hk669 | 11 | 0 | 1 | 10 |
| williamty | 11 | 0 | 0 | 6 |
| AkshayNovacene | 7 | 0 | 0 | 4 |
| tuomassiren | 7 | 0 | 0 | 4 |
| Marchlak | 6 | 0 | 2 | 3 |
| haim-cohen-moonactive | 6 | 0 | 1 | 3 |
| wmotkowska-inpost | 6 | 0 | 0 | 6 |
| aplonska | 5 | 2 | 0 | 2 |
| Karlheinzniebuhr | 5 | 0 | 0 | 3 |
| namelessperson0 | 5 | 0 | 1 | 1 |
| dsimop | 5 | 0 | 0 | 1 |
| Dorota-D | 5 | 0 | 0 | 3 |
| bardamchop | 4 | 0 | 0 | 1 |
| adrienpacifico | 4 | 0 | 0 | 1 |
| HanChangHun | 4 | 0 | 0 | 2 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#713pplonski2026-05-25 10:17Please document all preprocessing methods
- Issue comment#811vivek41-glitch2026-05-09 20:09fix: handle empty value_counts in get_most_frequent to prevent IndexError
- Issue#808pplonski2026-03-26 10:18Simplify `report_structured()` output and add `model_name` filter
- Issue#807pplonski2026-03-24 08:49Add structured AutoML report for programmatic and LLM-friendly usage
- Pull request#805giovannimicaroni2025-12-04 00:25
- Issue comment#798giovannimicaroni2025-11-05 11:43Precidition for all models produced during traing
- Issue comment#798pplonski2025-10-06 08:00Precidition for all models produced during traing
- Issue comment#396Hassan92552025-07-19 16:39Compute predictions on single sample
- Releasepplonski2025-07-07 17:06v1.1.18
- Issue comment#800pplonski2025-07-07 17:05remove unused dependencies
- Issue comment#799pplonski2025-06-06 07:03Can not call need_retrain when best model is Ensemble
- Issue comment#798pplonski2025-05-20 08:47Precidition for all models produced during traing
- Issue#798kozaka932025-05-11 12:33Precidition for all models produced during traing
- Issue comment#797FHellmann2025-05-08 10:52Preprocessing Feature Improvements
- Issue comment#797pplonski2025-05-08 07:38Preprocessing Feature Improvements
- Issue#797FHellmann2025-05-07 20:45Preprocessing Feature Improvements
- Issue comment#573Djoels2025-04-29 15:10Confusion between : train, val, test.
- Issue comment#476YuanfengZhang2025-04-18 10:54Cannot import supervised.automl
- Issue comment#796pplonski2025-04-14 09:04Update automl_plots.py
- Pull request#796ajaymur912025-04-14 02:01
- Releasepplonski2025-04-01 10:24v1.1.17
- Issue comment#726pplonski2025-04-01 09:54cant do plots when supervised imported
- Issue#726pplonski2025-04-01 09:54cant do plots when supervised imported
- Issue#795pplonski2025-04-01 09:53FutureWarning: The NumPy global RNG was seeded by calling `np.random.seed`
- Issue#785pplonski2025-04-01 09:53Setup plot backend - plots not showing in Jupyter/.ipynb
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 512 stars here means stars gained during the window, not the repo's star count.