Water Pump Functionality Prediction for DrivenData Competition

I’ve been wanting to try out the competitions from DrivenData and thought this might be a relatively straightforward challenge to try. Check them out for other environmentally and socially conscious data-driven competitions

Also wanted to see what works for making a data science cookiecutter template featuring streamlit for interactive data exploration, reports, prediction, and even training in some cases!

App Pages:

  • Prediction on test dataset
  • Pandas profiling with the excellent Pandas Profiling
  • Exploratory Analysis of features and labels
  • Data source information
  • Feature engineering application steps
  • Catalog of model training

:joystick: Demo
:octopus: Github

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