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PipelineX CausalLift

An example project using PipelineX, Kedro, and CausalLift for Uplift Modeling to find which customers should be targeted and which customers should not for a marketing campaign (treatment).

Pipeline visualized by Kedro-viz

1. Install dependencies

$ pip install pipelinex causallift xgboost kedro mlflow kedro-viz

Note: mlflow and kedro-viz are optional.

2. Clone this repository and run main.py

$ git clone https://github.com/Minyus/pipelinex_causallift.git
$ cd pipelinex_causallift
$ python main.py

Tested environment

  • Python 3.6.8

Simplified Kedro project template

This project was created from the GitHub template repository at https://github.com/Minyus/pipelinex_template

To use for a new project, fork the template repository and hit Use this template button next to Clone or download.