├── README.md ├── experiments └── run_experiment.py ├── notebooks └── example_workflow.ipynb ├── requirements.txt ├── src ├── data │ ├── sample_data.csv │ └── simulate.py ├── metrics │ └── policy.py ├── models │ ├── base_learners.py │ ├── meta_learner.py │ └── uplift.py └── pc_uplift │ └── __init__.py └── tests ├── preprocess.py └── test_metrics.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yixinzhang98/causal_inference_uplift_toolkits/HEAD/README.md -------------------------------------------------------------------------------- /experiments/run_experiment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yixinzhang98/causal_inference_uplift_toolkits/HEAD/experiments/run_experiment.py -------------------------------------------------------------------------------- /notebooks/example_workflow.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yixinzhang98/causal_inference_uplift_toolkits/HEAD/notebooks/example_workflow.ipynb -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yixinzhang98/causal_inference_uplift_toolkits/HEAD/requirements.txt -------------------------------------------------------------------------------- /src/data/sample_data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yixinzhang98/causal_inference_uplift_toolkits/HEAD/src/data/sample_data.csv -------------------------------------------------------------------------------- /src/data/simulate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yixinzhang98/causal_inference_uplift_toolkits/HEAD/src/data/simulate.py -------------------------------------------------------------------------------- /src/metrics/policy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yixinzhang98/causal_inference_uplift_toolkits/HEAD/src/metrics/policy.py -------------------------------------------------------------------------------- /src/models/base_learners.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yixinzhang98/causal_inference_uplift_toolkits/HEAD/src/models/base_learners.py -------------------------------------------------------------------------------- /src/models/meta_learner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yixinzhang98/causal_inference_uplift_toolkits/HEAD/src/models/meta_learner.py -------------------------------------------------------------------------------- /src/models/uplift.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yixinzhang98/causal_inference_uplift_toolkits/HEAD/src/models/uplift.py -------------------------------------------------------------------------------- /src/pc_uplift/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yixinzhang98/causal_inference_uplift_toolkits/HEAD/src/pc_uplift/__init__.py -------------------------------------------------------------------------------- /tests/preprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yixinzhang98/causal_inference_uplift_toolkits/HEAD/tests/preprocess.py -------------------------------------------------------------------------------- /tests/test_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yixinzhang98/causal_inference_uplift_toolkits/HEAD/tests/test_metrics.py --------------------------------------------------------------------------------