comparer
FLAML vs Ludwig
Les mêmes faits pour les deux, lus sur GitHub chaque nuit, et la relation qu'une personne a relue.
| Fait | FLAML | Ludwig |
|---|---|---|
| Langage | Jupyter Notebook | Python |
| Licence | MIT | Apache-2.0 |
| Étoiles | 4.4k | 12k |
| Dernière release | v2.7.0 | v0.17.9 |
| Dernier push | 2026-10-05 | 2026-10-05 |
| Rythme des releases | environ 52 jours entre les releases | environ 22 jours entre les releases |
| Contributeurs actifs | 13 auteurs de commits sur la branche par défaut ces 90 derniers jours | 1 auteur de commits sur la branche par défaut ces 90 derniers jours |
| Signalements | aucun | aucun |
Ce qui les relie
Les deux remplacent DataRobot. Alternatives à DataRobot →
PartielFLAMLFast hyperparameter tuning and model selection, as a Python library.
PartielLudwigTrains deep learning models and fine-tunes LLMs from declarative YAML configs.
FLAML
- v2.7.02026-09-18This release improves reproducibility and correctness across AutoML and tuning, including consistent random seed handli…
- v2.6.02026-04-28This release improves compatibility with the latest ecosystem packages, including scikit-learn 1.7+, Transformers 4.26+…
- v2.5.02026-01-21This release adds Python 3.13 support, fixes several bugs in search, configuration handling, and estimator preprocessin…
- v2.4.12026-01-13This release includes comprehensive documentation updates to reflect recent changes across the project, adds a new best…
- v2.4.02026-01-10This release introduces official support for Python 3.12 and includes several bug fixes and enhancements that improve s…
Ludwig
- v0.17.92026-08-16Fix RCE via insecure deserialization in checkpoint loading (GHSA-q85h-wmmp-59p8, high severity): MultiNodeCheckpoint.lo…
- v0.17.82026-07-27v0.17.8: path traversal fix in dataset archive extraction
- v0.17.72026-07-04Fix TypeError: ArrowExtensionArray bool[pyarrow] does not support reduction 'all' in distributed Ray tests caused by Ra…
- v0.17.62026-06-26Preprocessing progress callback — implement in your subclass to receive live progress updates (0.0 to 1.0) during fea…
- v0.17.52026-05-29The GPU Docker images (ludwig-gpu, ludwig-ray-gpu) were incorrectly shipping the CPU build of PyTorch (torch==2.12.0 wi…
FLAML
✓ signée La dernière release, v2.7.0, porte une signature vérifiée par GitHub.
Chargement du rapport de sécurité
Ludwig
non signée La dernière release, v0.17.9, ne porte aucune signature que GitHub puisse vérifier.
Chargement du rapport de sécurité