✅ 全自动机器学习. 只需提供特征和目标，剩下全自动.✅ 基于遗传算法. 和你的遗传编程理念一致.✅ 自动特征工程. 自动生成数百种衍生特征.✅ 自动防过拟合. 内置交叉验证、正则化、降维.✅ 自动模型选择. 自动尝试XGBoost、LightGBM等十余种模型.✅ 自动调参. learning_rate、max_depth等参数全自动优化.✅ 导出可执行代码. 生成的pipeline直接导出为Python代码.✅ 支持自定义配置. 可限�
active 2023-08-15 → 2026-08-07 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 1089 days from 2023-08-15 to 2026-08-07. Pushes: 45 total, peak 8 in a day. Pull requests: 45 total, peak 5 in a day. Issues: 66 total, peak 6 in a day. Comments: 86 total, peak 5 in a day. Stars: 916 total, peak 7 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 |
|---|---|---|---|---|
| perib | 68 | 2 | 10 | 41 |
| jay-m-dev | 47 | 22 | 14 | 5 |
| github-actions[bot] | 18 | 18 | 0 | 0 |
| nickotto | 9 | 3 | 5 | 1 |
| john-sandall | 5 | 0 | 3 | 0 |
| boguskiP | 4 | 0 | 0 | 4 |
| chimaerase | 4 | 0 | 1 | 3 |
| sch401 | 4 | 0 | 0 | 2 |
| ethanglaser | 3 | 0 | 0 | 2 |
| jeff-hykin | 3 | 0 | 0 | 1 |
| Amine-Torki | 3 | 0 | 0 | 1 |
| kirane61 | 3 | 0 | 0 | 0 |
| JensJN | 3 | 0 | 1 | 1 |
| jecorn | 3 | 0 | 0 | 2 |
| leno23 | 3 | 0 | 3 | 0 |
| gatl | 3 | 0 | 2 | 1 |
| JoelUser | 3 | 0 | 0 | 1 |
| kiranellur | 2 | 0 | 0 | 0 |
| Chakripotta | 2 | 0 | 0 | 1 |
| sbarbonjr | 2 | 0 | 0 | 2 |
Recent activity
Latest issues, pull requests and releases
- Pull request#1396leno232026-06-18 02:01
- Pull request#1398leno232026-06-15 09:06
- Pull request#1396leno232026-05-17 04:10
- Issue comment#195sbarbonjr2026-04-26 08:25Extending TPOT to unsupervised clustering
- Issue comment#1390reevesc72026-03-13 18:43bugfix: Set `requires_fit` tag to `False` for all stateless estimators
- Pull request#1392reevesc72026-03-06 09:07
- Issue comment#1388perib2026-01-09 17:46TPOT 2 vs TPOT 1 huge runtime difference
- Issue#1388christofplie2026-01-09 14:34TPOT 2 vs TPOT 1 huge runtime difference
- Issue comment#1387perib2025-12-02 15:01customizing tpots operators and parameters (config_dict)
- Issue comment#1385JensJN2025-10-02 18:33TPOT bug report with proposed fixes
- Issue#1385JensJN2025-10-02 18:33TPOT bug report with proposed fixes
- Pull request#1386JensJN2025-10-02 18:30
- Issue#1384NitayGitHub2025-09-20 20:34TPOTClassifier data format issue
- Issue comment#1384perib2025-09-20 15:23TPOTClassifier data format issue
- Issue#1384NitayGitHub2025-09-20 10:19TPOTClassifier data format issue
- Issue comment#1184jay-m-dev2025-09-11 21:09Update index.html
- Pull request#1184jay-m-dev2025-09-11 21:09
- Pull request#1177nickotto2025-09-11 21:09
- Issue comment#895nickotto2025-09-11 21:06Adding support for Neural Network Embedding
- Pull request#895nickotto2025-09-11 21:06
- Pull request#1383jay-m-dev2025-08-12 18:20
- Issue comment#1382perib2025-08-07 21:55old version to new version migration
- Issue comment#1382mikeherv2025-08-07 21:22old version to new version migration
- Issue comment#1381chimaerase2025-07-28 22:17Update dependency management
- Pull request#1381chimaerase2025-07-25 21:10
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 916 stars here means stars gained during the window, not the repo's star count.