Kaggle Notebooks: Hidden Gems - Vol. 31

A weekly series aspiring to showcase underrated Kaggle Notebooks along with the diversity and creativity of our community.

Check it out on @Kaggle:

"Adversarial Rainforest" by @tunguz:

A compact work providing adversarial validation of the rainforest competition data together with interpretable Shapely values via GPU-powered #XGBoost in the @RAPIDSai framework.

"EDA Google SunRoof w/ Beautiful Choropleths & Maps" by Bukun:

This exploratory analysis presents a variety of visualisations, including maps, to describe and characterise a #geospatial solar panel dataset.

"Monet - Visualization and Augmentation" by @yisaienkov:

This notebook provides a comprehensive set of examples for EDA and augmentation techniques to be used on image data. Note the clear structure and clean presentation.


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