Open Azariagmt opened 2 years ago
Discussion on wikipedia links
A good definition of causal graphs: The causal graph can be drawn in the following way. Each variable in the model has a corresponding vertex or node and an arrow is drawn from a variable X to a variable Y whenever Y is judged to respond to changes in X when all other variables are being held constant. Variables connected to Y through direct arrows are called parents of Y, or "direct causes of Y," and are denoted by Pa(Y).
Discussion on key papers and blogs
DoWhy Python library that is built with causal assumptions as its firstclass citizens, based on the formal framework of causal graphs to specify and test causal assumptions. DoWhy presents an API for the four steps common to any causal analysis—
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