Machine learning based causal inference/uplift in Python
Installation¶
pip install causeinfer
git clone https://github.com/andrewtavis/causeinfer.git
cd causeinfer
python setup.py install
import causeinfer
- standard_algorithms
- Base Models
BaseModel
TransformationModel
- Two Model
TwoModel
- Interaction Term
InteractionTerm
- Binary Class Transformation
BinaryTransformation
- Quaternary Class Transformation
QuaternaryTransformation
- Reflective Uplift Transformation
ReflectiveUplift
- Pessimistic Uplift Transformation
PessimisticUplift
- evaluation
- data
- utils
- License
- Change log