This repository contains the implementation code for paper:
Learning Instrumental Variable from Data Fusion for Treatment Effect Estimation
Anpeng Wu, Kun Kuang, Ruoxuan Xiong, Minqing Zhu, Yuxuan Liu, Bo Li, Furui Liu, Zhihua Wang, Fei Wu
conda create -n tf-torch python=3.6
source activate tf-torch
pip install torch==1.6.0+cu101 torchvision==0.7.0+cu101 -f https://download.pytorch.org/whl/torch_stable.html
conda install tensorflow-estimator==1.15.1 tensorflow-gpu==1.15.0
pip install future cvxopt keras pandas scikit-learn matplotlib
- run_generator.py
- run_MetaEM.py
- run_IVMethods.py
or
- main.ipynb