robodasha / wsdm_cup_2016

Solution of team BletchleyPark submitted to the 2016 WSDM Cup

WSDM Cup 2016

In this repository you'll find the complete source codes which were used to produce our final submission to WSDM Cup 2016. The solution is described in https://docs.com/alex-wade/1be4ec82-5b4c-4780-a80c-b42ca5a81e6e/simple-yet-effective-methods-for-large-scale?c=7HPGvd.

We used python, pandas, numpy and scipy and also HDF5 format and the pytables library for storing data.

How to run:

1. Download and install Python 3.x (https://www.python.org/downloads/, project won't work with previous versions of Python)
2. Checkout the project and cd to the root directory
3. To install dependencies run pip install -r requirements.txt
4. Copy test data from ./test_data into directory specified in wsdmcup/config.py
5. Run the project using python3.x run.py and follow the instructions:) You will need to first run steps 0-7 for the step 'rank' to work.