Model Compression AutoML: How To Reduce Your Model Size by 95% While Improving Model Performance We show you how to reduce the number of features used by AWS' AutoGluon tabular models in Python by 95% while improving model performance. Yves-Laurent Kom Samo, PhD 8 Mar 2022 · 10 min read
Model Compression Random Forest: How To Reduce Your Production Model Size by 95% We show you how to reduce the number of features used by your Random Forest model in Python by 95%, at no performance cost. Yves-Laurent Kom Samo, PhD 8 Mar 2022 · 7 min read
Model Compression XGBoost: How To Reduce Your Production Model Size by 95% We show you how to reduce the number of features used by your XGBoost model in Python by 95%, at no performance cost. Yves-Laurent Kom Samo, PhD 7 Mar 2022 · 7 min read
Model Compression LightGBM: How To Reduce Your Production Model Size by 95% We show you how to reduce the number of features used by your LightGBM model in Python by 95%, at no performance cost. Yves-Laurent Kom Samo, PhD 6 Mar 2022 · 7 min read
