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Multi-label logistic regression model with feature hashing and adaptive learning rate.

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HashSGD

Learn multi-label logistic regression model with feature hashing and adaptive learning rate.

This is my experimental code for Tradeshift Text Classification contest on Kaggle. I took the solution code in this post, and modularize it with a little more functionality for experiments, including

  • plugable different feature transformations
  • data shuffling with fixed memory usage

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Multi-label logistic regression model with feature hashing and adaptive learning rate.

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