def score_deck(deck_comp):
""" Given a dict of card, frequency, return the score. """
ret = 0
if 'Gardens' in deck_comp:
ret += score_gardens(deck_comp)
if 'Duke' in deck_comp:
ret += score_duke(deck_comp)
if 'Fairgrounds' in deck_comp:
ret += score_fairgrounds(deck_comp)
if 'Vineyard' in deck_comp:
ret += score_vineyard(deck_comp)
for card in deck_comp:
ret += card_info.vp_per_card(card) * deck_comp[card]
return ret
def score_deck(deck_comp):
""" Given a dict of card, frequency, return the score. """
ret = 0
if 'Gardens' in deck_comp:
ret += score_gardens(deck_comp)
if 'Duke' in deck_comp:
ret += score_duke(deck_comp)
if 'Fairgrounds' in deck_comp:
ret += score_fairgrounds(deck_comp)
if 'Vineyard' in deck_comp:
ret += score_vineyard(deck_comp)
if 'Silk Road' in deck_comp:
ret += score_silk_road(deck_comp)
for card in deck_comp:
ret += card_info.vp_per_card(card) * deck_comp[card]
return ret
def score_deck(deck_comp):
""" Given a dict of card, frequency, return the score. """
ret = 0
if "Gardens" in deck_comp:
ret += score_gardens(deck_comp)
if "Duke" in deck_comp:
ret += score_duke(deck_comp)
if "Fairgrounds" in deck_comp:
ret += score_fairgrounds(deck_comp)
if "Vineyard" in deck_comp:
ret += score_vineyard(deck_comp)
if "Silk Road" in deck_comp:
ret += score_silk_road(deck_comp)
for card in deck_comp:
ret += card_info.vp_per_card(card) * deck_comp[card]
return ret
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))
new_mat[len(new_cards)] = row
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):