No description, website, or topics provided.
Python Shell
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Failed to load latest commit information.
doc
input
model
src
readme.md

readme.md

Dependency

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

Data

Add Data from Kaggle into "input" folder.
(except prefecture_locations.csv. BOM-removed file is already there.)

Run

Run by "ipython batch.py" in the src folder.
It takes around 2 hours on AWS r3.2xlarge. (Requires 64GB RAM)