lightautoml.automl
The main module, which includes the AutoML class, blenders and ready-made presets.
Class for compile full pipeline of AutoML task. |
Presets
Presets for end-to-end model training for special tasks.
Basic class for automl preset. |
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Preset for AutoWoE - logistic regression over binned features (scorecard). |
Blenders
Basic class for blending. |
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Select best single model from level. |
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Simple average level predictions. |
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Weighted Blender based on coord descent, optimize task metric directly. |