MABWiser
About Multi-Armed Bandits
Installation
Quick Start
Usage Examples
Contributing
Adding a New Bandit
MABWiser Public API
MABWiser
Docs
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Index
Index
A
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B
|
C
|
D
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E
|
F
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G
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I
|
K
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L
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M
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N
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P
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R
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S
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T
A
add_arm() (mabwiser.base_mab.BaseMAB method)
(mabwiser.mab.MAB method)
alpha (mabwiser.mab.LearningPolicy.LinTS attribute)
,
[1]
(mabwiser.mab.LearningPolicy.LinUCB attribute)
,
[1]
(mabwiser.mab.LearningPolicy.UCB1 attribute)
,
[1]
argmax() (in module mabwiser.utils)
Arm() (in module mabwiser.utils)
arm_to_expectation (mabwiser.base_mab.BaseMAB attribute)
arm_to_scaler (mabwiser.mab.LearningPolicy.LinTS attribute)
,
[1]
(mabwiser.mab.LearningPolicy.LinUCB attribute)
,
[1]
arm_to_stats_test (mabwiser.simulator.Simulator attribute)
arm_to_stats_total (mabwiser.simulator.Simulator attribute)
arm_to_stats_train (mabwiser.simulator.Simulator attribute)
arms (mabwiser.base_mab.BaseMAB attribute)
(mabwiser.mab.MAB attribute)
(mabwiser.simulator.Simulator attribute)
B
backend (mabwiser.base_mab.BaseMAB attribute)
(mabwiser.mab.MAB attribute)
bandit_to_arm_to_stats_avg (mabwiser.simulator.Simulator attribute)
bandit_to_arm_to_stats_max (mabwiser.simulator.Simulator attribute)
bandit_to_arm_to_stats_min (mabwiser.simulator.Simulator attribute)
bandit_to_arm_to_stats_neighborhoods (mabwiser.simulator.Simulator attribute)
bandit_to_confusion_matrices (mabwiser.simulator.Simulator attribute)
bandit_to_expectations (mabwiser.simulator.Simulator attribute)
bandit_to_neighborhood_size (mabwiser.simulator.Simulator attribute)
bandit_to_predictions (mabwiser.simulator.Simulator attribute)
bandits (mabwiser.simulator.Simulator attribute)
BaseMAB (class in mabwiser.base_mab)
batch_size (mabwiser.simulator.Simulator attribute)
binarizer (mabwiser.mab.LearningPolicy.ThompsonSampling attribute)
,
[1]
C
check_false() (in module mabwiser.utils)
check_true() (in module mabwiser.utils)
Constants (class in mabwiser.utils)
contexts (mabwiser.simulator.Simulator attribute)
D
decisions (mabwiser.simulator.Simulator attribute)
default_evaluator() (in module mabwiser.simulator)
default_seed (mabwiser.utils.Constants attribute)
distance_metrics (mabwiser.utils.Constants attribute)
E
epsilon (mabwiser.mab.LearningPolicy.EpsilonGreedy attribute)
,
[1]
evaluator (mabwiser.simulator.Simulator attribute)
F
fit() (mabwiser.base_mab.BaseMAB method)
(mabwiser.mab.MAB method)
G
get_arm_stats() (mabwiser.simulator.Simulator method)
get_stats() (mabwiser.simulator.Simulator static method)
I
is_contextual (mabwiser.mab.MAB attribute)
is_minibatch (mabwiser.mab.NeighborhoodPolicy.Clusters attribute)
,
[1]
is_ordered (mabwiser.simulator.Simulator attribute)
is_quick (mabwiser.simulator.Simulator attribute)
K
k (mabwiser.mab.NeighborhoodPolicy.KNearest attribute)
,
[1]
L
l2_lambda (mabwiser.mab.LearningPolicy.LinTS attribute)
,
[1]
(mabwiser.mab.LearningPolicy.LinUCB attribute)
,
[1]
learning_policy (mabwiser.mab.MAB attribute)
,
[1]
LearningPolicy (class in mabwiser.mab)
LearningPolicy.EpsilonGreedy (class in mabwiser.mab)
LearningPolicy.LinTS (class in mabwiser.mab)
LearningPolicy.LinUCB (class in mabwiser.mab)
LearningPolicy.Popularity (class in mabwiser.mab)
LearningPolicy.Random (class in mabwiser.mab)
LearningPolicy.Softmax (class in mabwiser.mab)
LearningPolicy.ThompsonSampling (class in mabwiser.mab)
LearningPolicy.UCB1 (class in mabwiser.mab)
logger (mabwiser.simulator.Simulator attribute)
M
MAB (class in mabwiser.mab)
mabwiser.base_mab (module)
mabwiser.mab (module)
mabwiser.simulator (module)
mabwiser.utils (module)
metric (mabwiser.mab.NeighborhoodPolicy.KNearest attribute)
,
[1]
(mabwiser.mab.NeighborhoodPolicy.Radius attribute)
,
[1]
N
n_clusters (mabwiser.mab.NeighborhoodPolicy.Clusters attribute)
,
[1]
n_jobs (mabwiser.base_mab.BaseMAB attribute)
(mabwiser.mab.MAB attribute)
neighborhood_policy (mabwiser.mab.MAB attribute)
,
[1]
NeighborhoodPolicy (class in mabwiser.mab)
NeighborhoodPolicy.Clusters (class in mabwiser.mab)
NeighborhoodPolicy.KNearest (class in mabwiser.mab)
NeighborhoodPolicy.Radius (class in mabwiser.mab)
no_nhood_prob_of_arm (mabwiser.mab.NeighborhoodPolicy.Radius attribute)
,
[1]
Num (in module mabwiser.utils)
P
partial_fit() (mabwiser.base_mab.BaseMAB method)
(mabwiser.mab.MAB method)
plot() (mabwiser.simulator.Simulator method)
predict() (mabwiser.base_mab.BaseMAB method)
(mabwiser.mab.MAB method)
predict_expectations() (mabwiser.base_mab.BaseMAB method)
(mabwiser.mab.MAB method)
R
radius (mabwiser.mab.NeighborhoodPolicy.Radius attribute)
,
[1]
reset() (in module mabwiser.utils)
rewards (mabwiser.simulator.Simulator attribute)
rng (mabwiser.base_mab.BaseMAB attribute)
run() (mabwiser.simulator.Simulator method)
S
scaler (mabwiser.simulator.Simulator attribute)
seed (mabwiser.mab.MAB attribute)
Simulator (class in mabwiser.simulator)
T
tau (mabwiser.mab.LearningPolicy.Softmax attribute)
,
[1]
test_indices (mabwiser.simulator.Simulator attribute)
test_size (mabwiser.simulator.Simulator attribute)