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,
- Download the data(https://www.kaggle.com/c/cause-effect-pairs/data)
- 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
- Train the model by running
python CausalityTrainer.py - Make predictions on the validation set by running
python CausalityPredictor.py