- Section 5 (Synthetic Experiments):
synthetic-experiments
, depends on- Computation:
numpy
,pandas
,tqdm
- Plotting:
R
, withtidyverse
,dplyr
,readr
,ggplot2
,tikzDevice
- Computation:
- Section 6 (Pollution):
real-data-experiment
, depends on- Computation:
Pandas
,numpy
,scipy
,scikit-learn
- Notebooks:
jupyter
- Plotting:
seaborn
,matplotlib
- Computation:
clinicalml/proxy-anchor-regression
Code for ICML 2021 paper "Regularizing towards Causal Invariance: Linear Models with Proxies" (ICML 2021)
Jupyter Notebook