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Add slate bandit dataset #82

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merged 21 commits into from
Apr 18, 2021
Merged

Add slate bandit dataset #82

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142bb20
add slate bandit dataset
fullflu Mar 14, 2021
3d6ca4e
add basic reward functions
fullflu Mar 14, 2021
46ea0ce
add reward generator
fullflu Mar 16, 2021
4d7326c
fix sample_reward_given_expected_reward; add reward structure where r…
fullflu Mar 21, 2021
95a5440
clean reward functions; add several comments
fullflu Mar 21, 2021
b88b0b8
fix reward structures; add test of slate dataset
fullflu Apr 2, 2021
e48e5de
add option of calculating exact pscore marginal of random policy
fullflu Apr 2, 2021
4c208f4
apply review
fullflu Apr 3, 2021
a52d860
add comment; add click models
fullflu Apr 3, 2021
2a8b38b
merge master
fullflu Apr 3, 2021
9a6edd9
add comment and fix argument order (generate_symmetic_matrix)
fullflu Apr 4, 2021
46bcc7a
unify slot_weight and action_effect -> action_interaction
fullflu Apr 4, 2021
4d96d75
n_actions -> n_unique_action
fullflu Apr 10, 2021
247bedd
result -> expected_reward_factual
fullflu Apr 10, 2021
c12b0e0
remove exam weight from initialization
fullflu Apr 10, 2021
a8b9179
fix nits
fullflu Apr 10, 2021
42be0a5
add input validation of slate dataset
fullflu Apr 10, 2021
5efae77
ignore E203
fullflu Apr 10, 2021
18e8958
remove TODO comment
fullflu Apr 10, 2021
8f80615
apply review of synthetic_slate
fullflu Apr 17, 2021
8066412
fix bugs; apply review of test_synthetic_slate
fullflu Apr 17, 2021
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9 changes: 8 additions & 1 deletion obp/dataset/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,10 @@
from obp.dataset.synthetic import linear_reward_function
from obp.dataset.synthetic import linear_behavior_policy
from obp.dataset.multiclass import MultiClassToBanditReduction

from obp.dataset.synthetic_slate import SyntheticSlateBanditDataset
from obp.dataset.synthetic_slate import action_interaction_additive_reward_function
from obp.dataset.synthetic_slate import linear_behavior_policy_logit
from obp.dataset.synthetic_slate import action_interaction_exponential_reward_function

__all__ = [
"BaseBanditDataset",
Expand All @@ -17,4 +20,8 @@
"linear_reward_function",
"linear_behavior_policy",
"MultiClassToBanditReduction",
"SyntheticSlateBanditDataset",
"action_interaction_additive_reward_function",
"linear_behavior_policy_logit",
"action_interaction_exponential_reward_function",
]
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