socceraction.atomic.vaep.AtomicVAEP¶

class socceraction.atomic.vaep.AtomicVAEP(xfns=None, nb_prev_actions=3)¶

An implementation of the VAEP framework for atomic actions.

In contrast to the original VAEP framework [1] this extension distinguishes the contribution of the player who initiates the action (e.g., gives the pass) and the player who completes the action (e.g., receives the pass) [2].

Parameters:

xfns (list) – List of feature transformers (see socceraction.atomic.vaep.features) used to describe the game states. Uses xfns_default if None.
nb_prev_actions (int, default=3) – Number of previous actions used to decscribe the game state.