This repo contains the code for some of the Kaggle Competitions I have tried out. I like to use either Python or Scala for these competitions and most of my code is written in Jupyter Notebooks.

• AllState Claims Severity:
  • Type: Regression to predict loss based on claim data (no named features)
  • Status: Tried out several different boosting/ensembling methods w/ about a dozen submissions
• Transfer Learning on Stack Exchange Tags:
  • Type: Text tagging with cross domain training (transfer learning)
  • Status: Implemented simple keyword based model, finished end to end information extraction approach. Currently refining IE approach.
• MNIST Handwriting Classification:
  • Type: Classification (TBD)
  • Status: Not yet started.
• Quora Duplicate Question Detection
  • Type: Text distance detection
  • Status: just starting