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FLAML vs Ludwig
Os mesmos fatos para os dois, lidos do GitHub toda noite, e a relação que uma pessoa revisou.
| Fato | FLAML | Ludwig |
|---|---|---|
| Linguagem | Jupyter Notebook | Python |
| Licença | MIT | Apache-2.0 |
| Estrelas | 4.4k | 12k |
| Última release | v2.7.0 | v0.17.9 |
| Último push | 2026-10-05 | 2026-10-05 |
| Ritmo de releases | cerca de 52 dias entre releases | cerca de 22 dias entre releases |
| Contribuidores ativos | 13 autores de commits na branch padrão nos últimos 90 dias | 1 autor de commits na branch padrão nos últimos 90 dias |
| Alertas | nenhum | nenhum |
Como se relacionam
Os dois substituem DataRobot. Alternativas a DataRobot →
ParcialFLAMLFast hyperparameter tuning and model selection, as a Python library.
ParcialLudwigTrains 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
✓ assinada A última release, v2.7.0, tem uma assinatura verificada pelo GitHub.
Carregando o relatório de segurança
Ludwig
não assinada A última release, v0.17.9, não tem nenhuma assinatura que o GitHub consiga verificar.
Carregando o relatório de segurança