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Global Crises Data by Country

CMSE 830 - The Foundations of Data Science - Final Project

How different macroeconomic factors can help us predict systemic crises in different countries.

Project Link: https://parthmaheshwari-cmse830-midterm-global-crisis-indmrz.streamlitapp.com/

2 sections -

  • Understanding Crises (Midterm) - Interactive Visualization, EDA (Altair, Plotly, Seaborn)
  • Predicting Crises (Endterm) - Interactive Preprocessing, Feature Engineering, Training, Hyperparameter Tuning (Sklearn, Imblearn)