github-featured / ludwig-ai--ludwig

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  • v0.12.0 f82db03945
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    Ludwig 0.12.0

    frostbyte_neo 发布于 2026-04-04 04:00:48 +00:00

    Highlights:

    • Modernized build system (pyproject.toml + hatchling, SafeTensors)
    • Clean config layer (removed marshmallow compat, strict validation)
    • 4 new combiners: FTTransformer, CrossAttention, Perceiver, GatedFusion
    • Numerical feature tokenization: PLE, Periodic encoders
    • Multi-task loss balancing: uncertainty, FAMO, GradNorm, log-transform
    • Model soup (checkpoint weight averaging)
    • Modality dropout
    • Quality presets (medium/high/best)
    • california_housing dataset
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