def count_money(plays):
""" Return the value of the money from playing cards in plays.
This does not include money from cards like Steward or Bank, but does
count Copper.
plays: list of cards.
"""
coppersmith_ct = 0
money = 0
for card in plays:
if card == 'Coppersmith':
coppersmith_ct += 1
elif card == 'Copper':
money += 1 + coppersmith_ct
elif card_info.is_treasure(card):
money += card_info.money_value(card)
return money
def count_money(plays):
""" Return the value of the money from playing cards in plays.
This does not include money from cards like Steward or Bank, but does
count Copper.
plays: list of cards.
"""
coppersmith_ct = 0
money = 0
for card in plays:
if card == 'Coppersmith':
coppersmith_ct += 1
elif card == 'Copper':
money += 1 + coppersmith_ct
elif card_info.is_treasure(card):
money += card_info.money_value(card)
return money
return new_mat, new_cards
# 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):
new_cards.append(card)
return new_mat, new_cards
# 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)
