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AutoGluon vs Ludwig
Fakta yang sama untuk keduanya, dibaca dari GitHub setiap malam, dan hubungan keduanya yang ditinjau oleh manusia.
| Fakta | AutoGluon | Ludwig |
|---|---|---|
| Bahasa | Python | Python |
| Lisensi | Apache-2.0 | Apache-2.0 |
| Bintang | 11k | 12k |
| Terbaru | v1.6.3 | v0.17.9 |
| Push terakhir | 2026-10-05 | 2026-10-05 |
| Frekuensi rilis | sekitar 21 hari antar rilis | sekitar 22 hari antar rilis |
| Kontributor aktif | 20 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 →
SebagianAutoGluonTrains and ensembles models on tabular, text, image and time series data in a few lines of Python.
SebagianLudwigTrains deep learning models and fine-tunes LLMs from declarative YAML configs.
AutoGluon
- v1.6.32026-09-18This is a minor bugfix release. Check here for the AutoGluon v1.6.0 release notes.
- v1.6.22026-09-14This is a minor bugfix release. Check here for the AutoGluon v1.6.0 release notes.
- v1.6.12026-08-06This is a minor bugfix release. Check here for the AutoGluon v1.6.0 release notes.
- v1.6.02026-08-05We are happy to announce the AutoGluon 1.6.0 release!
- v1.5.02025-12-19We are happy to announce the AutoGluon 1.5.0 release!
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…
AutoGluon
✓ bertanda tangan Rilis terbaru, v1.6.3, 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