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CausalityCompetition

Causality competition in kaggle, position 34. https://www.kaggle.com/c/cause-effect-pairs

Requirements: Python 2.7 along with the following packages:

  • pandas (tested with version 10.1)
  • sklearn (tested with version 0.13)
  • numpy (tested with version 1.6.2)
  • scipy (tested with version 0.10.)

To run the program,

  1. Download the data(https://www.kaggle.com/c/cause-effect-pairs/data)
  2. Modify SETTINGS.json to point to the training and validation data on your system, as well as a place to save the trained model and a place to save the submission
  3. Train the model by running python CausalityTrainer.py
  4. Make predictions on the validation set by running python CausalityPredictor.py

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Causality competition in kaggle, position 34.

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