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 2025-06-10 → 2025-11-12 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 156 days from 2025-06-10 to 2025-11-12. Pushes: 13 total, peak 4 in a day. Pull requests: 20 total, peak 7 in a day. Issues: 4 total, peak 1 in a day. Comments: 7 total, peak 4 in a day. Stars: 24 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
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| ChrisW09 | 26 | 11 | 13 | 2 |
| dependabot[bot] | 9 | 0 | 6 | 3 |
| mkumar73 | 4 | 2 | 0 | 2 |
| hongchiku-design | 2 | 0 | 0 | 0 |
| MaxSchambach | 1 | 0 | 0 | 0 |
| nwuestefeld | 1 | 0 | 1 | 0 |
| bishnukhadka | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#285dependabot[bot]2025-11-12 08:58Bump torch from 2.7.0 to 2.8.0
- Pull request#285dependabot[bot]2025-11-12 08:33
- Pull request#285dependabot[bot]2025-11-12 08:33
- Pull request#285dependabot[bot]2025-11-12 08:33
- Pull request#283ChrisW092025-11-12 08:15
- Pull request#282ChrisW092025-11-11 21:31
- Pull request#282ChrisW092025-11-11 21:31
- Issue#280hongchiku-design2025-09-17 06:00[FAQ] How to save model and load model
- Issue#280hongchiku-design2025-09-15 03:41[FAQ] How to save model and load model
- Pull request#278ChrisW092025-08-06 14:38
- Pull request#276ChrisW092025-08-06 14:36
- Pull request#279ChrisW092025-08-06 14:31
- Pull request#279nwuestefeld2025-07-28 15:46
- Issue#277MaxSchambach2025-07-26 15:11[BUG] `MambularDataset` incompatible with data that only contain categorical features
- Pull request#276dependabot[bot]2025-07-15 09:49
- Issue comment#267mkumar732025-07-04 14:46[FAQ]The MambularRegressor throws an error when the number of features exceeds 20.
- Issue comment#268mkumar732025-07-04 14:40[BUG] ModernNCA classifier issue
- Pull request#275ChrisW092025-07-02 21:59
- Pull request#275ChrisW092025-07-02 21:59
- Pull request#274ChrisW092025-07-02 21:58
- Pull request#274ChrisW092025-07-02 21:42
- Issue comment#269dependabot[bot]2025-07-02 21:40Bump setuptools from 75.8.1 to 78.1.1
- Issue comment#269ChrisW092025-07-02 21:39Bump setuptools from 75.8.1 to 78.1.1
- Issue comment#269dependabot[bot]2025-07-02 21:39Bump setuptools from 75.8.1 to 78.1.1
- Issue comment#269ChrisW092025-07-02 21:39Bump setuptools from 75.8.1 to 78.1.1
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 24 stars here means stars gained during the window, not the repo's star count.