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