Heterogenouse Treatment Effects with Causal Machine Learning Project for the Predictive Analytics Seminar at Humboldt Universitat zu Berlin SoSe 2020
Seminar paper: https://colab.research.google.com/drive/1W5F3gn-05zPBCSvwP4k8D7vM1tlTPK_O?usp=sharing
EconML_CATE.ipynb :
- DGP for CATE
- Application of Metalearners in EconML
Uplift_Application.ipynb:
- Exploratory Data Analysis
- Application in CausalML
- Application in Pylift
- Application in DoWhy