bandingkan
FLAML vs Ludwig
Fakta yang sama untuk keduanya, dibaca dari GitHub setiap malam, dan hubungan keduanya yang ditinjau oleh manusia.
| Fakta | FLAML | Ludwig |
|---|---|---|
| Bahasa | Jupyter Notebook | Python |
| Lisensi | MIT | Apache-2.0 |
| Bintang | 4.4k | 12k |
| Terbaru | v2.7.0 | v0.17.9 |
| Push terakhir | 2026-10-05 | 2026-10-05 |
| Frekuensi rilis | sekitar 52 hari antar rilis | sekitar 22 hari antar rilis |
| Kontributor aktif | 13 penulis commit di branch default dalam 90 hari terakhir | 1 penulis commit di branch default dalam 90 hari terakhir |
| Peringatan | tidak ada | tidak ada |
Hubungan keduanya
Keduanya menggantikan DataRobot. Alternatif DataRobot →
SebagianFLAMLFast hyperparameter tuning and model selection, as a Python library.
SebagianLudwigTrains 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
✓ bertanda tangan Rilis terbaru, v2.7.0, memiliki tanda tangan yang diverifikasi GitHub.
Memuat laporan keamanan
Ludwig
tanpa tanda tangan Rilis terbaru, v0.17.9, tidak memiliki tanda tangan yang dapat diverifikasi GitHub.
Memuat laporan keamanan