MABWiser
About Multi-Armed Bandits
Installation
Quick Start
Usage Examples
Contributing
Adding a New Bandit
MABWiser Public API
MABWiser
»
Index
Index
A
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B
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C
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D
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E
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F
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G
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I
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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)
(mabwiser.mab.LearningPolicy.LinUCB attribute)
(mabwiser.mab.LearningPolicy.UCB1 attribute)
alpha() (mabwiser.mab.LearningPolicy.LinTS property)
(mabwiser.mab.LearningPolicy.LinUCB property)
(mabwiser.mab.LearningPolicy.UCB1 property)
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)
(mabwiser.mab.LearningPolicy.LinUCB attribute)
arm_to_scaler() (mabwiser.mab.LearningPolicy.LinTS property)
(mabwiser.mab.LearningPolicy.LinUCB property)
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)
binarizer() (mabwiser.mab.LearningPolicy.ThompsonSampling property)
C
check_false() (in module mabwiser.utils)
check_true() (in module mabwiser.utils)
Constants (class in mabwiser.utils)
contexts (mabwiser.simulator.Simulator attribute)
create_rng() (in module mabwiser.utils)
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)
epsilon() (mabwiser.mab.LearningPolicy.EpsilonGreedy property)
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)
is_minibatch() (mabwiser.mab.NeighborhoodPolicy.Clusters property)
is_ordered (mabwiser.simulator.Simulator attribute)
is_quick (mabwiser.simulator.Simulator attribute)
K
k (mabwiser.mab.NeighborhoodPolicy.KNearest attribute)
k() (mabwiser.mab.NeighborhoodPolicy.KNearest property)
L
l2_lambda (mabwiser.mab.LearningPolicy.LinTS attribute)
(mabwiser.mab.LearningPolicy.LinUCB attribute)
l2_lambda() (mabwiser.mab.LearningPolicy.LinTS property)
(mabwiser.mab.LearningPolicy.LinUCB property)
learning_policy (mabwiser.mab.MAB attribute)
learning_policy() (mabwiser.mab.MAB property)
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)
(mabwiser.mab.NeighborhoodPolicy.Radius attribute)
metric() (mabwiser.mab.NeighborhoodPolicy.KNearest property)
(mabwiser.mab.NeighborhoodPolicy.Radius property)
module
mabwiser.base_mab
mabwiser.mab
mabwiser.simulator
mabwiser.utils
N
n_clusters (mabwiser.mab.NeighborhoodPolicy.Clusters attribute)
n_clusters() (mabwiser.mab.NeighborhoodPolicy.Clusters property)
n_dimensions (mabwiser.mab.NeighborhoodPolicy.LSHNearest attribute)
n_dimensions() (mabwiser.mab.NeighborhoodPolicy.LSHNearest property)
n_jobs (mabwiser.base_mab.BaseMAB attribute)
(mabwiser.mab.MAB attribute)
n_tables (mabwiser.mab.NeighborhoodPolicy.LSHNearest attribute)
n_tables() (mabwiser.mab.NeighborhoodPolicy.LSHNearest property)
neighborhood_policy (mabwiser.mab.MAB attribute)
neighborhood_policy() (mabwiser.mab.MAB property)
NeighborhoodPolicy (class in mabwiser.mab)
NeighborhoodPolicy.Clusters (class in mabwiser.mab)
NeighborhoodPolicy.KNearest (class in mabwiser.mab)
NeighborhoodPolicy.LSHNearest (class in mabwiser.mab)
NeighborhoodPolicy.Radius (class in mabwiser.mab)
no_nhood_prob_of_arm (mabwiser.mab.NeighborhoodPolicy.LSHNearest attribute)
(mabwiser.mab.NeighborhoodPolicy.Radius attribute)
no_nhood_prob_of_arm() (mabwiser.mab.NeighborhoodPolicy.LSHNearest property)
(mabwiser.mab.NeighborhoodPolicy.Radius property)
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)
radius() (mabwiser.mab.NeighborhoodPolicy.Radius property)
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)
tau() (mabwiser.mab.LearningPolicy.Softmax property)
test_indices (mabwiser.simulator.Simulator attribute)
test_size (mabwiser.simulator.Simulator attribute)