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This repository was archived by the owner on Mar 15, 2026. It is now read-only.

Iteration 0 Trial 0 Patch 1

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@cgrx cgrx released this 20 Sep 10:03
v0.0.1
82e2082

Release Notes

About

Add code and artifacts for customer segmentation on Instacart Market Basket Analysis dataset.

Deltas

  • Download the data and cache the data.
  • Do EDA (univariate and multivariate) on the variables.
  • Engineer features for customer segmentation.
  • Use k-prototypes to build a clustering model.
  • Use elbow method to select K.
  • Use LightGBM to train a classifier to evaluate clustering results.
  • Interpret the customer behaviour in different cluster.
Assets 2
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