DoTime: A Synthetic Benchmark Generator for Interventional and Counterfactual Time Series⭐7

DoTime offers open, scalable synthetic data for evaluating causal time-series methods, with continuous-time interventions and counterfactual sampling.

Product Experiment Counterfactual Methods for Estimating the Effects of AI Prompt Engineering⭐8

Learn to estimate AI prompt engineering’s causal effects using counterfactual methods in product experiments. A practical guide for data scientists.