OS : Amazon Linux AMI release 2015.03
Python 2.7.9
Vowpal Wabbit 8.0.0
Xgboost v0.40
used python packages are below:
ipython 3.2.1
pandas 0.16.2
numpy 1.9.2
scipy 0.16.2
scikit-learn 0.16.1
Add Data from Kaggle into "input" folder.
(except prefecture_locations.csv. BOM-removed file is already there.)
Run by "ipython batch.py" in the src folder.
It takes around 2 hours on AWS r3.2xlarge. (Requires 64GB RAM)