Software

• Python 2.7
• Scons 3.1.2 In order to install Scons

1. download the latest version from https://scons.org/pages/download.html to the root folder of the project
2. untar and cd to the Scons source folder
3. issue from the command line python setup.py install --prefix=/home/iihe/Desktop/JOB_search/non_academy/KBC_data_science/KBC_test_task/scons-3.1.2-install

Python packages

• scikit-learn
• numpy
• pandas
• logging
• argparse
• textwrap

Old style input data tables join, without imputation

./scons-3.1.2-install/bin/scons train_test_tables

New style with imputation

./scons-3.1.2-install/bin/scons train_test_tables_Products_ActBalance_default

Plotting and modelling

./scons-3.1.2-install/bin/scons runall

Clean plots in results folder

./scons-3.1.2-install/bin/scons trash_plots