DeepTabular 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 2025-11-18 → 2026-08-04 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 260 days from 2025-11-18 to 2026-08-04. Pushes: 60 total, peak 7 in a day. Pull requests: 22 total, peak 4 in a day. Issues: 27 total, peak 8 in a day. Comments: 5 total, peak 3 in a day. Stars: 5 total, peak 1 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 |
|---|---|---|---|---|
| mkumar73 | 84 | 50 | 5 | 4 |
| dependabot[bot] | 23 | 5 | 17 | 1 |
| ChrisW09 | 5 | 5 | 0 | 0 |
| AnFreTh | 2 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#380mkumar732026-06-25 17:36Create `deeptab.distributions` module for LSS distributions
- Issue#381mkumar732026-06-25 17:35Optimize `just` commands and remove unnecessary ones
- Issue#384mkumar732026-06-20 09:08Move examples to Tutorials section and add further tutorials
- Issue#358mkumar732026-06-20 09:07api: add a typed `TabularBatch` container
- Issue#363mkumar732026-06-20 09:05Add stratified split coverage for classification data paths
- Issue#373mkumar732026-06-20 09:04Move model-specific configs into `configs.models` and experimental configs into `configs.experimental`
- Issue#362mkumar732026-06-20 09:03tests: add regression test for validation leakage in data preparation
- Issue#360mkumar732026-06-20 09:03data: persist feature schema with saved models
- Issue#343mkumar732026-06-20 09:03Add example smoke tests in CI
- Issue#387mkumar732026-06-20 09:02Add `InferenceModel` for safe production inference
- Issue#392mkumar732026-06-07 04:13Add optional extras for foundation model dependencies
- Issue#390mkumar732026-06-07 04:07Add TabPFN adapter
- Issue#377mkumar732026-05-25 21:34Move model save/load helpers from `BaseModel` into `core.serialization`
- Issue#378mkumar732026-05-25 20:41Persist architecture metadata from `core` instead of architecture modules
- Issue#373mkumar732026-05-25 20:28Move model-specific configs into `configs.models` and experimental configs into `configs.experimental`
- Issue#367mkumar732026-05-24 15:26Add `model.runtime_info()`
- Issue#365mkumar732026-05-24 14:09Remove unnecessary per-item tensor clone/detach conversions in dataset access
- Issue#358mkumar732026-05-24 13:57api: add a typed `TabularBatch` container
- Issue#348mkumar732026-05-24 09:16Restructure and expand the developer guide
- Issue comment#347mkumar732026-05-24 09:16Upgrade documentation to Sphinx 9.1.0
- Issue comment#329dependabot[bot]2026-05-24 09:08build(deps): bump aiohttp from 3.12.14 to 3.13.4
- Pull request#351mkumar732026-05-24 08:56
- Issue#347mkumar732026-05-16 22:35Upgrade documentation to Sphinx 9.1.0
- Issue#24mkumar732026-05-14 22:26New unittests
- Issue comment#24mkumar732026-05-14 22:26New unittests
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 5 stars here means stars gained during the window, not the repo's star count.