Index

_

__init__() (HMB.AgentsHelper.CountBonusQLAgent method) (HMB.AgentsHelper.DoubleQLearningAgent method) (HMB.AgentsHelper.DynaQAgent method) (HMB.AgentsHelper.GreedyAgent method) (HMB.AgentsHelper.MonteCarloAgent method) (HMB.AgentsHelper.NStepTDAgent method) (HMB.AgentsHelper.PrioritizedSweepingAgent method) (HMB.AgentsHelper.QAgent method) (HMB.AgentsHelper.QLambdaAgent method) (HMB.AgentsHelper.RandomAgent method) (HMB.AgentsHelper.SARSALambdaAgent method) (HMB.AgentsHelper.SoftmaxPolicyAgent method) (HMB.AgentsHelper.UCB1Agent method) (HMB.StringsHelper.StringsHelper method)

A

Angle() (HMB.VectorsHelper.VectorsHelper method) AppendOrCreateNewCSV() (in module HMB.Utils)

AppendOrCreateNewDataFrameCSV() (in module HMB.Utils) AttentionWeightedVoting() (HMB.VotingHelper.VotingHelper method) AverageVoting() (HMB.VotingHelper.VotingHelper method)

B

BayesianModelAveraging() (HMB.VotingHelper.VotingHelper method)

BordaCountVoting() (HMB.VotingHelper.VotingHelper method)

C

CalibrationAwareVoting() (HMB.VotingHelper.VotingHelper method) CausalInvariantVoting() (HMB.VotingHelper.VotingHelper method) ChangeBasis() (HMB.VectorsHelper.VectorsHelper method) CheckInstalledModules() (in module HMB.Initializations) ChooseAction() (HMB.AgentsHelper.DoubleQLearningAgent method) (HMB.AgentsHelper.GreedyAgent method) (HMB.AgentsHelper.MonteCarloAgent method) (HMB.AgentsHelper.NStepTDAgent method) (HMB.AgentsHelper.PrioritizedSweepingAgent method) (HMB.AgentsHelper.QAgent method) (HMB.AgentsHelper.RandomAgent method) (HMB.AgentsHelper.SoftmaxPolicyAgent method) (HMB.AgentsHelper.UCB1Agent method)

ClearTensorFlowSession() (in module HMB.Initializations) Compress() (HMB.StringsHelper.StringsHelper method) CompressionsHelper (class in HMB.CompressionsHelper) CondorcetVoting() (HMB.VotingHelper.VotingHelper method) ConfidenceWeightedVoting() (HMB.VotingHelper.VotingHelper method) ConformalPredictionVoting() (HMB.VotingHelper.VotingHelper method) ConvertToJsonSerializable() (in module HMB.Utils) CopelandVoting() (HMB.VotingHelper.VotingHelper method) CorrelationAwareWeightedVoting() (HMB.VotingHelper.VotingHelper method) CosineSimilarity() (HMB.VectorsHelper.VectorsHelper method) CountBonusQLAgent (class in HMB.AgentsHelper) CrossProduct() (HMB.VectorsHelper.VectorsHelper method) CubicMeanVoting() (HMB.VotingHelper.VotingHelper method)

D

Distance() (HMB.VectorsHelper.VectorsHelper method) DiversityWeightedVoting() (HMB.VotingHelper.VotingHelper method) DoRandomSeeding() (in module HMB.Initializations) DotProduct() (HMB.VectorsHelper.VectorsHelper method)

DoubleQLearningAgent (class in HMB.AgentsHelper) DownloadNLTKPackages() (in module HMB.Initializations) DumpJsonFile() (in module HMB.Utils) DynamicEnsembleSelectionVoting() (HMB.VotingHelper.VotingHelper method) DynaQAgent (class in HMB.AgentsHelper)

E

EndEpisodeAndUpdate() (HMB.AgentsHelper.MonteCarloAgent method) EnsureCUDAAvailable() (in module HMB.Initializations) EntropyWeightedVoting() (HMB.VotingHelper.VotingHelper method) ExpectedSARSAAgent (class in HMB.AgentsHelper) ExtractFileUsing7zfile() (HMB.CompressionsHelper.CompressionsHelper method)

ExtractFileUsingRarfile() (HMB.CompressionsHelper.CompressionsHelper method) ExtractFileUsingTarfile() (HMB.CompressionsHelper.CompressionsHelper method) ExtractFileUsingUnrar() (HMB.CompressionsHelper.CompressionsHelper method) ExtractFileUsingUnzip() (HMB.CompressionsHelper.CompressionsHelper method) ExtractFileUsingZipfile() (HMB.CompressionsHelper.CompressionsHelper method)

F

FedAvgVoting() (HMB.VotingHelper.VotingHelper method)

FormatNumericWithDelta() (in module HMB.Utils)

G

GeometricMeanVoting() (HMB.VotingHelper.VotingHelper method) GetAction() (HMB.AgentsHelper.QAgent method) GetCharAt() (HMB.StringsHelper.StringsHelper method) GetCharCount() (HMB.StringsHelper.StringsHelper method) GetCharCountBetween() (HMB.StringsHelper.StringsHelper method) GetCharCountBetweenExclusive() (HMB.StringsHelper.StringsHelper method) GetCharCountBetweenInclusive() (HMB.StringsHelper.StringsHelper method) GetCharCountFrom() (HMB.StringsHelper.StringsHelper method) GetCharCountTo() (HMB.StringsHelper.StringsHelper method) GetCharIndex() (HMB.StringsHelper.StringsHelper method) GetPermutations() (HMB.StringsHelper.StringsHelper method)

GetReverse() (HMB.StringsHelper.StringsHelper method) GetReverseBetween() (HMB.StringsHelper.StringsHelper method) GetReverseBetweenExclusive() (HMB.StringsHelper.StringsHelper method) GetReverseBetweenInclusive() (HMB.StringsHelper.StringsHelper method) GetReverseFrom() (HMB.StringsHelper.StringsHelper method) GetReverseTo() (HMB.StringsHelper.StringsHelper method) GetString() (HMB.StringsHelper.StringsHelper method) GetStringLength() (HMB.StringsHelper.StringsHelper method) GraphNeuralAggregation() (HMB.VotingHelper.VotingHelper method) GreedyAgent (class in HMB.AgentsHelper) GroupImagesByClass() (in module HMB.Utils)

H

HarmonicMeanVoting() (HMB.VotingHelper.VotingHelper method) HedgeAdaptiveVoting() (HMB.VotingHelper.VotingHelper method) Hex2RGB() (in module HMB.Utils) HMB.AgentsHelper module HMB.CompressionsHelper module HMB.Initializations module

HMB.MetaheuristicsHelper module HMB.StringsHelper module HMB.Utils module HMB.VectorsHelper module HMB.VotingHelper module

I

IgnoreWarnings() (in module HMB.Initializations) IncreaseSysRecursionLimit() (in module HMB.Initializations) IsIntersectingWithOtherContours() (in module HMB.Utils) IsOneEditOf() (HMB.StringsHelper.StringsHelper method) IsPalindromePermutation() (HMB.StringsHelper.StringsHelper method)

IsPermutationOf() (HMB.StringsHelper.StringsHelper method) IsPointInsideContour() (in module HMB.Utils) IsRotationWith() (HMB.StringsHelper.StringsHelper method) IsSubStringFrom() (HMB.StringsHelper.StringsHelper method) IsSubStringTo() (HMB.StringsHelper.StringsHelper method) IsUniqueCharacters() (HMB.StringsHelper.StringsHelper method)

L

Length() (HMB.VectorsHelper.VectorsHelper method)

LoadEnglishModelSpacy() (in module HMB.Initializations) LoadYaml() (in module HMB.Utils)

M

MajorityVoting() (HMB.VotingHelper.VotingHelper method) MantaRayForagingOptimizer() (in module HMB.MetaheuristicsHelper) MaximizeThreads() (in module HMB.Initializations) MedianOfMeansVoting() (HMB.VotingHelper.VotingHelper method) MedianVoting() (HMB.VotingHelper.VotingHelper method) MetaWeightLearning() (HMB.VotingHelper.VotingHelper method) ModeVoting() (HMB.VotingHelper.VotingHelper method) module HMB.AgentsHelper HMB.CompressionsHelper HMB.Initializations HMB.MetaheuristicsHelper HMB.StringsHelper HMB.Utils HMB.VectorsHelper HMB.VotingHelper

MonteCarloAgent (class in HMB.AgentsHelper)

N

NLTKFindDownload() (in module HMB.Initializations)

NormalizeVector() (HMB.VectorsHelper.VectorsHelper method) NStepTDAgent (class in HMB.AgentsHelper)

P

PrintGPUSpecs() (in module HMB.Initializations) PrintHyperParamsList() (in module HMB.Utils)

PrioritizedSweepingAgent (class in HMB.AgentsHelper) ProductOfExpertsVoting() (HMB.VotingHelper.VotingHelper method) ProjectVector() (HMB.VectorsHelper.VectorsHelper method)

Q

QAgent (class in HMB.AgentsHelper) QLambdaAgent (class in HMB.AgentsHelper) QLearningAgent (class in HMB.AgentsHelper)

QuadraticMeanVoting() (HMB.VotingHelper.VotingHelper method) QuantileAggregationVoting() (HMB.VotingHelper.VotingHelper method) QuarticMeanVoting() (HMB.VotingHelper.VotingHelper method)

R

RandomAgent (class in HMB.AgentsHelper) ReadJsonFile() (in module HMB.Utils) ReadPickleFile() (in module HMB.Utils) ReadProjectConfig() (in module HMB.Utils) ReadTextFile() (in module HMB.Utils)

ResetModel() (HMB.AgentsHelper.PrioritizedSweepingAgent method) ResetTraces() (HMB.AgentsHelper.QLambdaAgent method) (HMB.AgentsHelper.SARSALambdaAgent method) RobustMeanVoting() (HMB.VotingHelper.VotingHelper method) run() (HMB.Initializations.ShowGPUUtilizationThread method)

S

SafeCall() (in module HMB.Utils) SARSAAgent (class in HMB.AgentsHelper) SARSALambdaAgent (class in HMB.AgentsHelper) SaveYaml() (in module HMB.Utils) SeedEverything() (in module HMB.Initializations) SelectBalancedImages() (in module HMB.Utils) SetEnvironmentVariables() (in module HMB.Initializations) SetMaxTextChunkSize() (in module HMB.Initializations)

SetString() (HMB.StringsHelper.StringsHelper method) ShowGPUUtilization() (in module HMB.Initializations) ShowGPUUtilizationThread (class in HMB.Initializations) SoftmaxPolicyAgent (class in HMB.AgentsHelper) SoftVoting() (HMB.VotingHelper.VotingHelper method) stop() (HMB.Initializations.ShowGPUUtilizationThread method) StoreTransition() (HMB.AgentsHelper.MonteCarloAgent method) StringsHelper (class in HMB.StringsHelper)

U

UCB1Agent (class in HMB.AgentsHelper) UncertaintyAwareVoting() (HMB.VotingHelper.VotingHelper method) UpdateMatplotlibSettings() (in module HMB.Initializations) UpdateParameters() (HMB.AgentsHelper.CountBonusQLAgent method) (HMB.AgentsHelper.DoubleQLearningAgent method) (HMB.AgentsHelper.DynaQAgent method) (HMB.AgentsHelper.ExpectedSARSAAgent method) (HMB.AgentsHelper.NStepTDAgent method) (HMB.AgentsHelper.PrioritizedSweepingAgent method) (HMB.AgentsHelper.QLambdaAgent method) (HMB.AgentsHelper.QLearningAgent method) (HMB.AgentsHelper.SARSAAgent method) (HMB.AgentsHelper.SARSALambdaAgent method) (HMB.AgentsHelper.UCB1Agent method)

Urlify() (HMB.StringsHelper.StringsHelper method)

V

VectorsHelper (class in HMB.VectorsHelper)

VotingHelper (class in HMB.VotingHelper)

W

WassersteinBarycenterVoting() (HMB.VotingHelper.VotingHelper method) WeightedAverageVoting() (HMB.VotingHelper.VotingHelper method) WeightedCubicMeanVoting() (HMB.VotingHelper.VotingHelper method) WeightedGeometricMeanVoting() (HMB.VotingHelper.VotingHelper method) WeightedHarmonicMeanVoting() (HMB.VotingHelper.VotingHelper method) WeightedMajorityVoting() (HMB.VotingHelper.VotingHelper method)

WeightedMedianVoting() (HMB.VotingHelper.VotingHelper method) WeightedModeVoting() (HMB.VotingHelper.VotingHelper method) WeightedQuadraticMeanVoting() (HMB.VotingHelper.VotingHelper method) WeightedQuarticMeanVoting() (HMB.VotingHelper.VotingHelper method) WritePickleFile() (in module HMB.Utils) WriteTextFile() (in module HMB.Utils)