def trashing(card): return card_info.trashes(card)
# http://forum.dominionstrategy.com/index.php?topic=647.msg8951#msg8951 bonus_feature_funcs = [ lambda x: 2 * card_info.coin_cost(x), lambda x: 3 * card_info.potion_cost(x), lambda x: 3 * card_info.num_plus_actions(x), lambda x: 4 * card_info.num_plus_cards(x), lambda x: 4 * card_info.is_action(x), lambda x: 4 * card_info.is_victory(x), lambda x: 4 * card_info.is_treasure(x), lambda x: 5 * card_info.is_attack(x), lambda x: 1 * card_info.is_reaction(x), lambda x: 2 * card_info.vp_per_card(x), lambda x: 1 * card_info.money_value(x), lambda x: 1 * card_info.num_plus_buys(x), # 1 * gains (remodel, upgrade, workshop, ...) lambda x: 1 * max(card_info.trashes(x), 5) # 6 * pollute (can add to other deck) # 3 * combo (conspirator, peddler, ... # 3 * special (goons, gardens, uniqueness in general) # 3 * discard (militia, minion, # 1 * cycle (vault, cellar, .. ) # 100 * win rate ] def get_bonus_vec(card_name): bonus_vec = np.zeros(len(bonus_feature_funcs)) for j, feature_func in enumerate(bonus_feature_funcs): bonus_vec[j] = feature_func(card_name) bonus_vec = bonus_vec * 0.1 return bonus_vec