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Boosting method implementation (LightGBM) #1264

Merged
merged 10 commits into from
Jul 30, 2024
Merged

Boosting method implementation (LightGBM) #1264

merged 10 commits into from
Jul 30, 2024

Commits on Jul 26, 2024

  1. implemented lightgbm into boostings.py

    @RomanKharkovskoy @aPovidlo
    RomanKharkovskoy authored and aPovidlo committed Jul 26, 2024
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  2. changed sklearn to boosting

    @RomanKharkovskoy @aPovidlo
    RomanKharkovskoy authored and aPovidlo committed Jul 26, 2024
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  3. changed default params

    @RomanKharkovskoy @aPovidlo
    RomanKharkovskoy authored and aPovidlo committed Jul 26, 2024
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  4. updated default_params

    @RomanKharkovskoy @aPovidlo
    RomanKharkovskoy authored and aPovidlo committed Jul 26, 2024
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  5. fix after rebase

    @aPovidlo
    aPovidlo committed Jul 26, 2024
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Commits on Jul 29, 2024

  1. Updates in class, params and search space

    @aPovidlo
    aPovidlo committed Jul 29, 2024
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  2. Update CatBoost with enable_categorical, fix fe plotting, params updates

    @aPovidlo
    aPovidlo committed Jul 29, 2024
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  3. fix fedot params

    @aPovidlo
    aPovidlo committed Jul 29, 2024
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  4. fix xgboost param

    @aPovidlo
    aPovidlo committed Jul 29, 2024
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  5. Set early_stopping_rounds for all boostings

    @aPovidlo
    aPovidlo committed Jul 29, 2024
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