Code associated with these tutorials can be downloaded from here: https://github.com/bnsreenu/python_for_image_processing_APEER
Random Forest from sklearn
XGBoost from...
pip install xgboost
LGBM from...
pip install lightgbm
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Tutorial 87 - Comparing Random Forest, XGBoost and LGBM for semantic image segmentation | NatokHD