coba
v8.0.3
Intro
Getting Started
First Algorithm
First Application
Basic Examples
Interactions
Environments
Learners
Evaluators
Experiments
Results
Advanced Examples
Logged Bandit Data
API Reference
API Reference
coba
Index
Edit on GitHub
Index
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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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H
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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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O
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P
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R
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S
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T
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U
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V
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W
_
__call__() (coba.primitives.BinaryReward method)
(coba.primitives.DiscreteReward method)
(coba.primitives.HammingReward method)
(coba.primitives.L1Reward method)
(coba.primitives.Rewards method)
__getitem__() (coba.results.Table method)
__init__() (coba.context.BasicLogger method)
(coba.context.ConcurrentCacher method)
(coba.context.DecoratedLogger method)
(coba.context.DiskCacher method)
(coba.context.IndentLogger method)
(coba.context.MemoryCacher method)
(coba.context.NullCacher method)
(coba.context.NullLogger method)
(coba.environments.ArffSource method)
(coba.environments.Batch method)
(coba.environments.BatchSafe method)
(coba.environments.CsvSource method)
(coba.environments.Cycle method)
(coba.environments.Densify method)
(coba.environments.Flatten method)
(coba.environments.Grounded method)
(coba.environments.Impute method)
(coba.environments.KernelSyntheticSimulation method)
(coba.environments.LambdaSimulation method)
(coba.environments.LibSvmSource method)
(coba.environments.LinearSyntheticSimulation method)
(coba.environments.Logged method)
(coba.environments.ManikSource method)
(coba.environments.MLPSyntheticSimulation method)
(coba.environments.NeighborsSyntheticSimulation method)
(coba.environments.Noise method)
(coba.environments.OpenmlSimulation method)
(coba.environments.OpenmlSource method)
(coba.environments.OpeRewards method)
(coba.environments.Repr method)
(coba.environments.Riffle method)
(coba.environments.Scale method)
(coba.environments.Sort method)
(coba.environments.Sparsify method)
(coba.environments.SupervisedSimulation method)
(coba.environments.Where method)
(coba.evaluators.RejectionCB method)
(coba.evaluators.SequentialCB method)
(coba.evaluators.SequentialIGL method)
(coba.experiments.Experiment method)
(coba.learners.BanditEpsilonLearner method)
(coba.learners.BanditUCBLearner method)
(coba.learners.CorralLearner method)
(coba.learners.FixedLearner method)
(coba.learners.LinTSLearner method)
(coba.learners.LinUCBLearner method)
(coba.learners.RandomLearner method)
(coba.learners.VowpalBagLearner method)
(coba.learners.VowpalCoverLearner method)
(coba.learners.VowpalEpsilonLearner method)
(coba.learners.VowpalLearner method)
(coba.learners.VowpalOffPolicyLearner method)
(coba.learners.VowpalRegcbLearner method)
(coba.learners.VowpalRndLearner method)
(coba.learners.VowpalSoftmaxLearner method)
(coba.learners.VowpalSquarecbLearner method)
(coba.primitives.BinaryReward method)
(coba.primitives.DiscreteReward method)
(coba.primitives.GroundedInteraction method)
(coba.primitives.HammingReward method)
(coba.primitives.L1Reward method)
(coba.primitives.LoggedInteraction method)
(coba.primitives.SimulatedInteraction method)
(coba.random.CobaRandom method)
(coba.results.BinomialCI method)
(coba.results.BootstrapCI method)
(coba.results.StdDevCI method)
(coba.results.StdErrCI method)
__iter__() (coba.results.Table method)
__len__() (coba.results.Table method)
A
ArffSource (class in coba.environments)
B
BanditEpsilonLearner (class in coba.learners)
BanditUCBLearner (class in coba.learners)
BasicLogger (class in coba.context)
Batch (class in coba.environments)
batch() (coba.environments.Environments method)
BatchSafe (class in coba.environments)
Binary (class in coba.environments)
binary() (coba.environments.Environments method)
BinaryReward (class in coba.primitives)
BinomialCI (class in coba.results)
BootstrapCI (class in coba.results)
C
Cache (class in coba.environments)
cache() (coba.environments.Environments method)
cache_dir() (coba.environments.Environments static method)
cache_directory (coba.context.DiskCacher attribute)
Cacher (class in coba.context)
choice() (coba.random.CobaRandom method)
(in module coba.random)
Chunk (class in coba.environments)
chunk() (coba.environments.Environments method)
coba.context
module
coba.environments
module
coba.evaluators
module
coba.experiments
module
coba.learners
module
coba.primitives
module
coba.random
module
coba.results
module
CobaContext (class in coba.context)
CobaRandom (class in coba.random)
columns (coba.results.Table attribute)
ConcurrentCacher (class in coba.context)
config() (coba.experiments.Experiment method)
CorralLearner (class in coba.learners)
CsvSource (class in coba.environments)
Cycle (class in coba.environments)
cycle() (coba.environments.Environments method)
D
DecoratedLogger (class in coba.context)
dense() (coba.environments.Environments method)
Densify (class in coba.environments)
DiscreteReward (class in coba.primitives)
DiskCacher (class in coba.context)
E
Environment (class in coba.primitives)
EnvironmentFilter (class in coba.primitives)
Environments (class in coba.environments)
environments (coba.results.Result attribute)
evaluate() (coba.evaluators.RejectionCB method)
(coba.evaluators.SequentialCB method)
(coba.evaluators.SequentialIGL method)
(coba.primitives.Evaluator method)
Evaluator (class in coba.primitives)
evaluators (coba.results.Result attribute)
ExceptLog (class in coba.context)
Experiment (class in coba.experiments)
F
filter() (coba.context.ExceptLog method)
(coba.context.NameLog method)
(coba.context.StampLog method)
(coba.environments.Batch method)
(coba.environments.BatchSafe method)
(coba.environments.Binary method)
(coba.environments.Cache method)
(coba.environments.Chunk method)
(coba.environments.Cycle method)
(coba.environments.Densify method)
(coba.environments.Environments method)
(coba.environments.Finalize method)
(coba.environments.Flatten method)
(coba.environments.Grounded method)
(coba.environments.Impute method)
(coba.environments.Logged method)
(coba.environments.Noise method)
(coba.environments.OpeRewards method)
(coba.environments.Repr method)
(coba.environments.Reservoir method)
(coba.environments.Riffle method)
(coba.environments.Scale method)
(coba.environments.Shuffle method)
(coba.environments.Slice method)
(coba.environments.Sort method)
(coba.environments.Sparsify method)
(coba.environments.Take method)
(coba.environments.Unbatch method)
(coba.environments.Where method)
(coba.primitives.EnvironmentFilter method)
Finalize (class in coba.environments)
finish() (coba.learners.VowpalBagLearner method)
(coba.learners.VowpalCoverLearner method)
(coba.learners.VowpalEpsilonLearner method)
(coba.learners.VowpalLearner method)
(coba.learners.VowpalOffPolicyLearner method)
(coba.learners.VowpalRegcbLearner method)
(coba.learners.VowpalRndLearner method)
(coba.learners.VowpalSoftmaxLearner method)
(coba.learners.VowpalSquarecbLearner method)
FixedLearner (class in coba.learners)
Flatten (class in coba.environments)
flatten() (coba.environments.Environments method)
format_exception() (coba.context.ExceptLog method)
from_custom() (coba.environments.Environments static method)
from_dataframe() (coba.environments.Environments static method)
from_feurer() (coba.environments.Environments static method)
from_kernel_synthetic() (coba.environments.Environments static method)
from_linear_synthetic() (coba.environments.Environments static method)
from_mlp_synthetic() (coba.environments.Environments static method)
from_neighbors_synthetic() (coba.environments.Environments static method)
from_openml() (coba.environments.Environments static method)
from_result() (coba.environments.Environments static method)
from_save() (coba.environments.Environments static method)
(coba.results.Result static method)
from_supervised() (coba.environments.Environments static method)
from_template() (coba.environments.Environments static method)
G
gauss() (coba.random.CobaRandom method)
(in module coba.random)
gausses() (coba.random.CobaRandom method)
(in module coba.random)
get_set() (coba.context.Cacher method)
(coba.context.ConcurrentCacher method)
(coba.context.DiskCacher method)
(coba.context.MemoryCacher method)
(coba.context.NullCacher method)
Grounded (class in coba.environments)
grounded() (coba.environments.Environments method)
GroundedInteraction (class in coba.primitives)
H
HammingReward (class in coba.primitives)
I
Impute (class in coba.environments)
impute() (coba.environments.Environments method)
IndentLogger (class in coba.context)
Interaction (class in coba.primitives)
interactions (coba.results.Result attribute)
K
KernelSyntheticSimulation (class in coba.environments)
L
L1Reward (class in coba.primitives)
LambdaSimulation (class in coba.environments)
learn() (coba.learners.BanditEpsilonLearner method)
(coba.learners.BanditUCBLearner method)
(coba.learners.CorralLearner method)
(coba.learners.FixedLearner method)
(coba.learners.LinTSLearner method)
(coba.learners.LinUCBLearner method)
(coba.learners.RandomLearner method)
(coba.learners.VowpalBagLearner method)
(coba.learners.VowpalCoverLearner method)
(coba.learners.VowpalEpsilonLearner method)
(coba.learners.VowpalLearner method)
(coba.learners.VowpalOffPolicyLearner method)
(coba.learners.VowpalRegcbLearner method)
(coba.learners.VowpalRndLearner method)
(coba.learners.VowpalSoftmaxLearner method)
(coba.learners.VowpalSquarecbLearner method)
(coba.primitives.Learner method)
Learner (class in coba.primitives)
learners (coba.results.Result attribute)
LibSvmSource (class in coba.environments)
LinearSyntheticSimulation (class in coba.environments)
LinTSLearner (class in coba.learners)
LinUCBLearner (class in coba.learners)
log() (coba.context.BasicLogger method)
(coba.context.DecoratedLogger method)
(coba.context.IndentLogger method)
(coba.context.Logger method)
(coba.context.NullLogger method)
Logged (class in coba.environments)
logged() (coba.environments.Environments method)
LoggedInteraction (class in coba.primitives)
Logger (class in coba.context)
M
ManikSource (class in coba.environments)
materialize() (coba.environments.Environments method)
maxchunksperchild (coba.experiments.Experiment attribute)
maxtasksperchunk (coba.experiments.Experiment attribute)
MemoryCacher (class in coba.context)
MLPSyntheticSimulation (class in coba.environments)
module
coba.context
coba.environments
coba.evaluators
coba.experiments
coba.learners
coba.primitives
coba.random
coba.results
N
NameLog (class in coba.context)
NeighborsSyntheticSimulation (class in coba.environments)
Noise (class in coba.environments)
noise() (coba.environments.Environments method)
NullCacher (class in coba.context)
NullLogger (class in coba.context)
O
ope_rewards() (coba.environments.Environments method)
OpenmlSimulation (class in coba.environments)
OpenmlSource (class in coba.environments)
OpeRewards (class in coba.environments)
P
params (coba.context.ExceptLog attribute)
(coba.context.NameLog attribute)
(coba.context.StampLog attribute)
(coba.environments.ArffSource attribute)
(coba.environments.Batch attribute)
(coba.environments.BatchSafe attribute)
(coba.environments.Binary attribute)
(coba.environments.Cache attribute)
(coba.environments.Chunk attribute)
(coba.environments.CsvSource attribute)
(coba.environments.Cycle attribute)
(coba.environments.Densify attribute)
(coba.environments.Finalize attribute)
(coba.environments.Flatten attribute)
(coba.environments.Grounded attribute)
(coba.environments.Impute attribute)
(coba.environments.KernelSyntheticSimulation attribute)
(coba.environments.LambdaSimulation attribute)
(coba.environments.LibSvmSource attribute)
(coba.environments.LinearSyntheticSimulation attribute)
(coba.environments.Logged attribute)
(coba.environments.ManikSource attribute)
(coba.environments.MLPSyntheticSimulation attribute)
(coba.environments.NeighborsSyntheticSimulation attribute)
(coba.environments.Noise attribute)
(coba.environments.OpenmlSimulation attribute)
(coba.environments.OpenmlSource attribute)
(coba.environments.OpeRewards attribute)
(coba.environments.Repr attribute)
(coba.environments.Reservoir attribute)
(coba.environments.Riffle attribute)
(coba.environments.Scale attribute)
(coba.environments.Shuffle attribute)
(coba.environments.Slice attribute)
(coba.environments.Sort attribute)
(coba.environments.Sparsify attribute)
(coba.environments.SupervisedSimulation attribute)
(coba.environments.Take attribute)
(coba.environments.Unbatch attribute)
(coba.environments.Where attribute)
(coba.evaluators.RejectionCB attribute)
(coba.evaluators.SequentialCB attribute)
(coba.evaluators.SequentialIGL attribute)
(coba.learners.BanditEpsilonLearner attribute)
(coba.learners.BanditUCBLearner attribute)
(coba.learners.CorralLearner attribute)
(coba.learners.FixedLearner attribute)
(coba.learners.LinTSLearner attribute)
(coba.learners.LinUCBLearner attribute)
(coba.learners.RandomLearner attribute)
(coba.learners.VowpalBagLearner attribute)
(coba.learners.VowpalCoverLearner attribute)
(coba.learners.VowpalEpsilonLearner attribute)
(coba.learners.VowpalLearner attribute)
(coba.learners.VowpalOffPolicyLearner attribute)
(coba.learners.VowpalRegcbLearner attribute)
(coba.learners.VowpalRndLearner attribute)
(coba.learners.VowpalSoftmaxLearner attribute)
(coba.learners.VowpalSquarecbLearner attribute)
(coba.primitives.Environment attribute)
(coba.primitives.EnvironmentFilter attribute)
(coba.primitives.Evaluator attribute)
(coba.primitives.Learner attribute)
params() (coba.environments.Environments method)
plot_contrast() (coba.results.Result method)
plot_learners() (coba.results.Result method)
point() (coba.results.BinomialCI method)
(coba.results.BootstrapCI method)
(coba.results.PointAndInterval method)
(coba.results.StdDevCI method)
(coba.results.StdErrCI method)
point_interval() (coba.results.BinomialCI method)
(coba.results.BootstrapCI method)
(coba.results.PointAndInterval method)
(coba.results.StdDevCI method)
(coba.results.StdErrCI method)
PointAndInterval (class in coba.results)
predict() (coba.learners.BanditEpsilonLearner method)
(coba.learners.BanditUCBLearner method)
(coba.learners.CorralLearner method)
(coba.learners.FixedLearner method)
(coba.learners.LinTSLearner method)
(coba.learners.LinUCBLearner method)
(coba.learners.RandomLearner method)
(coba.learners.VowpalBagLearner method)
(coba.learners.VowpalCoverLearner method)
(coba.learners.VowpalEpsilonLearner method)
(coba.learners.VowpalLearner method)
(coba.learners.VowpalOffPolicyLearner method)
(coba.learners.VowpalRegcbLearner method)
(coba.learners.VowpalRndLearner method)
(coba.learners.VowpalSoftmaxLearner method)
(coba.learners.VowpalSquarecbLearner method)
(coba.primitives.Learner method)
processes (coba.experiments.Experiment attribute)
R
randint() (coba.random.CobaRandom method)
(in module coba.random)
randints() (coba.random.CobaRandom method)
(in module coba.random)
random() (coba.random.CobaRandom method)
(in module coba.random)
RandomLearner (class in coba.learners)
randoms() (coba.random.CobaRandom method)
(in module coba.random)
raw_contrast() (coba.results.Result method)
raw_learners() (coba.results.Result method)
read() (coba.environments.ArffSource method)
(coba.environments.CsvSource method)
(coba.environments.KernelSyntheticSimulation method)
(coba.environments.LambdaSimulation method)
(coba.environments.LibSvmSource method)
(coba.environments.LinearSyntheticSimulation method)
(coba.environments.ManikSource method)
(coba.environments.MLPSyntheticSimulation method)
(coba.environments.NeighborsSyntheticSimulation method)
(coba.environments.OpenmlSimulation method)
(coba.environments.OpenmlSource method)
(coba.environments.SupervisedSimulation method)
(coba.primitives.Environment method)
RejectionCB (class in coba.evaluators)
Repr (class in coba.environments)
repr() (coba.environments.Environments method)
Reservoir (class in coba.environments)
reservoir() (coba.environments.Environments method)
Result (class in coba.results)
Rewards (class in coba.primitives)
Riffle (class in coba.environments)
riffle() (coba.environments.Environments method)
rmv() (coba.context.Cacher method)
(coba.context.ConcurrentCacher method)
(coba.context.DiskCacher method)
(coba.context.MemoryCacher method)
(coba.context.NullCacher method)
run() (coba.experiments.Experiment method)
S
save() (coba.environments.Environments method)
Scale (class in coba.environments)
scale() (coba.environments.Environments method)
score() (coba.learners.BanditEpsilonLearner method)
(coba.learners.BanditUCBLearner method)
(coba.learners.CorralLearner method)
(coba.learners.FixedLearner method)
(coba.learners.LinTSLearner method)
(coba.learners.LinUCBLearner method)
(coba.learners.RandomLearner method)
(coba.learners.VowpalBagLearner method)
(coba.learners.VowpalCoverLearner method)
(coba.learners.VowpalEpsilonLearner method)
(coba.learners.VowpalLearner method)
(coba.learners.VowpalOffPolicyLearner method)
(coba.learners.VowpalRegcbLearner method)
(coba.learners.VowpalRndLearner method)
(coba.learners.VowpalSoftmaxLearner method)
(coba.learners.VowpalSquarecbLearner method)
(coba.primitives.Learner method)
seed() (in module coba.random)
SequentialCB (class in coba.evaluators)
SequentialIGL (class in coba.evaluators)
Shuffle (class in coba.environments)
shuffle() (coba.environments.Environments method)
(coba.random.CobaRandom method)
(in module coba.random)
SimulatedInteraction (class in coba.primitives)
sink (coba.context.BasicLogger attribute)
(coba.context.DecoratedLogger attribute)
(coba.context.IndentLogger attribute)
(coba.context.Logger attribute)
(coba.context.NullLogger attribute)
Slice (class in coba.environments)
slice() (coba.environments.Environments method)
Sort (class in coba.environments)
sort() (coba.environments.Environments method)
sparse() (coba.environments.Environments method)
Sparsify (class in coba.environments)
StampLog (class in coba.context)
StdDevCI (class in coba.results)
StdErrCI (class in coba.results)
SupervisedSimulation (class in coba.environments)
T
Table (class in coba.results)
Take (class in coba.environments)
take() (coba.environments.Environments method)
time() (coba.context.BasicLogger method)
(coba.context.DecoratedLogger method)
(coba.context.IndentLogger method)
(coba.context.Logger method)
(coba.context.NullLogger method)
to_dicts() (coba.results.Table method)
to_pandas() (coba.results.Table method)
U
Unbatch (class in coba.environments)
unbatch() (coba.environments.Environments method)
undecorate() (coba.context.DecoratedLogger method)
V
VowpalBagLearner (class in coba.learners)
VowpalCoverLearner (class in coba.learners)
VowpalEpsilonLearner (class in coba.learners)
VowpalLearner (class in coba.learners)
VowpalOffPolicyLearner (class in coba.learners)
VowpalRegcbLearner (class in coba.learners)
VowpalRndLearner (class in coba.learners)
VowpalSoftmaxLearner (class in coba.learners)
VowpalSquarecbLearner (class in coba.learners)
W
Where (class in coba.environments)
where() (coba.environments.Environments method)
(coba.results.Result method)
where_best() (coba.results.Result method)
where_fin() (coba.results.Result method)
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v: v8.0.3
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