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The tutorial walks through the entire game from scratch in 13 steps, explaining every line of code along the way.

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Update: Tigramite now has a new CausalEffects class that allows to estimate (conditional) causal effects and mediation based on assuming a causal graph. Have a look at the tutorial. Further, Tigramite ...