uplift

Code for uplift modeling.

Requirements:

• python >=3
• numpy
• scipy
• chainer ==3
• scikit-learn
• matplotlib

Installation:

• Git clone this repository:

git clone https://github.com/i-yamane/uplift.git

• Install as a library:

pip install uplift

• For development/debugging purposes, you may want to do this instead:

pip install -e uplift

Update:

• Pull the latest changes and upgrade with pip:

cd /path/to/uplift
git pull
pip install --upgrade .

Modules:

• with_joint_labels: This module contains methods for uplift modeling from joint labels.
• with_separate_labels: This module contains methods for uplift modeling from separate labels.