Mambular is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and distributional regression tasks. It includes models such as Mambular, TabM, FT-Transformer, TabulaRNN, TabTransformer, and tabular ResNets.
active 2024-05-23 → 2025-06-06 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 380 days from 2024-05-23 to 2025-06-06. Pushes: 382 total, peak 29 in a day. Pull requests: 336 total, peak 29 in a day. Issues: 152 total, peak 11 in a day. Comments: 124 total, peak 10 in a day. Stars: 222 total, peak 11 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 |
|---|---|---|---|---|
| AnFreTh | 610 | 206 | 207 | 81 |
| mkumar73 | 274 | 135 | 122 | 9 |
| ChrisW09 | 41 | 41 | 0 | 0 |
| YuanfengZhang | 12 | 0 | 0 | 7 |
| EpicUsaMan | 8 | 0 | 0 | 2 |
| dependabot[bot] | 6 | 0 | 5 | 1 |
| Ever-Bright-V | 6 | 0 | 0 | 4 |
| bishnukhadka | 6 | 0 | 1 | 3 |
| LordGedelicious | 6 | 0 | 0 | 4 |
| 42elenz | 5 | 0 | 0 | 3 |
| jbottke | 3 | 0 | 0 | 2 |
| Jasmine-ycj | 3 | 0 | 0 | 3 |
| Zion-Go | 3 | 0 | 0 | 1 |
| jamshaidsohail5 | 2 | 0 | 0 | 0 |
| GidonKR | 2 | 0 | 0 | 1 |
| SoloTillDawn | 2 | 0 | 0 | 1 |
| wschlauch | 1 | 0 | 0 | 0 |
| SalvatoreRa | 1 | 0 | 0 | 0 |
| aiwalter | 1 | 0 | 0 | 0 |
| nwuestefeld | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#265dependabot[bot]2025-05-30 20:34Bump torch from 2.5.1 to 2.6.0
- Pull request#265dependabot[bot]2025-05-30 20:34
- Pull request#269dependabot[bot]2025-05-19 21:42
- Issue#268Gitnut112025-05-01 16:00[BUG] ModernNCA classifier issue
- Issue#267Up-in-the-wind2025-04-26 08:03[FAQ]The MambularRegressor throws an error when the number of features exceeds 20.
- Pull request#266mhabedank2025-04-24 00:58
- Pull request#265dependabot[bot]2025-04-18 18:23
- Issue#181AnFreTh2025-04-16 17:40GRANDE
- Issue#131AnFreTh2025-04-16 17:40GENDALF / GATE
- Releasemkumar732025-04-14 22:09Release v1.5.0
- Pull request#264mkumar732025-04-14 21:59
- Pull request#264mkumar732025-04-14 21:59
- Pull request#263mkumar732025-04-14 21:54
- Pull request#263mkumar732025-04-14 21:54
- Pull request#262mkumar732025-04-14 21:53
- Pull request#262mkumar732025-04-14 21:53
- Pull request#261mkumar732025-04-14 21:47
- Pull request#261mkumar732025-04-14 21:47
- Pull request#260mkumar732025-04-14 21:43
- Pull request#260AnFreTh2025-04-13 08:33
- Pull request#259AnFreTh2025-04-13 08:05
- Pull request#259AnFreTh2025-04-13 08:05
- Issue comment#130AnFreTh2025-04-01 19:22TabR
- Issue#130AnFreTh2025-04-01 19:22TabR
- Issue comment#256AnFreTh2025-04-01 19:21[BUG] PLR embedding issue.
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 222 stars here means stars gained during the window, not the repo's star count.