ThatShelbs

awesome-causal-inference

A curated list of causal inference libraries, resources, and applications.

tfcausalimpact

Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.

CausalInferenceTimeSeries

Causal Inference for Time Series Data (with CausalML Demo)

pymc-marketing

Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.

causalml

Uplift modeling and causal inference with machine learning algorithms

scikit-uplift

:exclamation: uplift modeling in scikit-learn style in python :snake:

pylift

Uplift modeling and evaluation library. Actively maintained pypi version.

opossum

causallift

CausalLift: Python package for causality-based Uplift Modeling in real-world business

pyuplift

Lightweight uplift modeling framework for Python