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Cusal Inference applied to timeseries, uses an event database to generate a timeseries of the outcome given a sliding window containing events. Useful to add causal outcomes of events into multivariate timeseries forecasting models.
DeepEcon is a GPU-accelerated Python package for causal inference instead of using EconML, offering a more user-friendly interface for Double Machine Learning (DML) and related methods.