List of all items

Structs

• bandit::ArmStats
• bandit::EpsilonGreedy
• bandit::EpsilonGreedyConfig
• bandit::LinUcb
• bandit::LinUcbArmScore
• bandit::LinUcbConditionDiagnostics
• bandit::LinUcbConfig
• bandit::LinUcbFast
• bandit::ThompsonConfig
• bandit::ThompsonSampling
• bandit::Ucb1
• bandit::Ucb1Config
• decision::CompletedDecision
• decision::DecisionId
• decision::DecisionLedger
• decision::DecisionLedgerConfig
• decision::DecisionOutcome
• decision::DecisionReceipt
• decision::PendingDecision
• descriptor::AlgorithmDescriptor
• descriptor::FeatureConstraint
• descriptor::FeatureDescriptor
• descriptor::FeatureSchema
• descriptor::FeatureSchemaHash
• descriptor::ModelDescriptor
• diagnostics::BaselineComparator
• diagnostics::ComparatorEntry
• diagnostics::ModelHealthReport
• diagnostics::OnlineModelSelector
• diagnostics::PredictionInterval
• diagnostics::PredictionReport
• diagnostics::PredictionReporter
• diagnostics::ResidualInterval
• diagnostics::ResidualIntervalConfig
• diagnostics::SelectorConfig
• diagnostics::TrainingSummary
• diagnostics::TrainingSummaryConfig
• diagnostics::WarmupConfig
• diagnostics::WarmupTracker
• drift::Adwin
• drift::AdwinConfig
• drift::AdwinPortableStateV1
• drift::DriftAwareModel
• drift::DriftConsensus
• drift::DriftConsensusConfig
• drift::DriftConsensusResult
• drift::DriftEvent
• drift::DriftEventSummary
• drift::DriftVote
• drift::FixedWindowBuffer
• drift::Kswin
• drift::KswinConfig
• drift::KswinPortableStateV1
• drift::LearningRateScheduler
• drift::PageHinkley
• drift::PageHinkleyConfig
• drift::PageHinkleyPortableStateV1
• drift::StaticStrategy
• drift::TimeDecayedMean
• evaluate::BinaryClassificationSample
• evaluate::ProgressiveStep
• evaluate::RegressionSample
• feature_hasher::FeatureHasher
• feature_hasher::FeatureHasherConfig
• loss::BinaryLogLoss
• loss::HuberLoss
• loss::SquaredError
• metrics::Accuracy
• metrics::F1Score
• metrics::LogLoss
• metrics::Mae
• metrics::Mse
• metrics::Precision
• metrics::R2
• metrics::Recall
• metrics::Rmse
• metrics::RollingAccuracy
• metrics::RollingMae
• metrics::RollingMse
• models::BaselineConfig
• models::BernoulliNaiveBayes
• models::ExponentiallyWeightedMeanRegressor
• models::FtrlClassifier
• models::FtrlConfig
• models::FtrlRegressor
• models::FtrlResourceDiagnostics
• models::GaussianNaiveBayes
• models::LastValueRegressor
• models::LinearRegression
• models::LinearRegressionConfig
• models::LogisticRegression
• models::LogisticRegressionConfig
• models::MeanRegressor
• models::MultinomialNaiveBayes
• models::NaiveBayesConfig
• optim::AdaGrad
• optim::AdaGradConfig
• optim::Sgd
• optim::SgdConfig
• persistence::Snapshot
• pipeline::ClassificationPipeline
• pipeline::RegressionPipeline
• preprocessing::Clipper
• preprocessing::ConstantImputer
• preprocessing::ConstantImputerConfig
• preprocessing::ForwardFill
• preprocessing::FrequencyEncoder
• preprocessing::MeanImputer
• preprocessing::MinMaxScaler
• preprocessing::MissingIndicator
• preprocessing::OneHotEncoder
• preprocessing::OrdinalEncoder
• preprocessing::StandardScaler
• preprocessing::StandardScalerConfig
• replay::DecisionReplayConfig
• replay::DecisionReplayHarness
• replay::DecisionReplayRecord
• replay::DecisionReplayReport
• replay::FeedbackLatencySummary
• sparse::SparseFeatures
• stats::ClippedMean
• stats::Count
• stats::ExponentiallyWeightedMean
• stats::Max
• stats::Mean
• stats::MedianMadSummary
• stats::Min
• stats::P2Quantile
• stats::P2Quantiles
• stats::RollingMean
• stats::RollingMedianMad
• stats::RollingVariance
• stats::Sum
• stats::Variance
• weighted::WeightedExponentiallyWeightedMean
• weighted::WeightedMae
• weighted::WeightedMean
• weighted::WeightedMse
• weighted::WeightedVariance

Enums

• decision::DecisionLedgerError
• decision::FeedbackStatus
• decision::RegistrationStatus
• diagnostics::Confidence
• diagnostics::SwitchReason
• diagnostics::WarmupState
• drift::DriftAction
• drift::DriftLevel
• error::RillError
• loss::RegressionLoss
• models::NewFeaturePolicy
• optim::Optimizer
• stats::ModifiedZScore
• stats::VarianceKind

Traits

• bandit::Bandit
• bandit::ContextualBandit
• decision::BoundedDecisionValue
• drift::DriftDetector
• drift::DriftStrategy
• persistence::ValidateState
• traits::Metric
• traits::OnlineBinaryClassifier
• traits::OnlineRegressor
• traits::OnlineStatistic
• traits::SparseClassifier
• traits::SparseRegressor
• traits::Transformer
• weighted::WeightedOnlineBinaryClassifier
• weighted::WeightedOnlineRegressor
• weighted::WeightedStatistic

Functions

• decision::apply_contextual_outcome
• evaluate::evaluate_binary_classification
• evaluate::evaluate_regression
• evaluate::evaluate_regression_with_steps
• weighted::validate_weight

Type Aliases

• decision::DelayedContextualDecision
• sparse::FeatureId

Constants

• RILL_VERSION
• decision::DECISION_LEDGER_STATE_VERSION
• decision::DEFAULT_MAX_ACTION_BYTES
• decision::DEFAULT_MAX_CONTEXT_BYTES
• descriptor::MAX_DESCRIPTOR_STRING_BYTES
• descriptor::MAX_FEATURE_METADATA_ENTRIES
• descriptor::MAX_SCHEMA_FEATURES
• drift::ADWIN_PORTABLE_STATE_VERSION
• drift::KSWIN_PORTABLE_STATE_VERSION
• drift::PAGE_HINKLEY_PORTABLE_STATE_VERSION
• persistence::MAX_SNAPSHOT_JSON_BYTES
• persistence::SNAPSHOT_FORMAT_VERSION
• stats::MAD_NORMAL_CONSISTENCY_SCALE
• stats::MAX_ROBUST_WINDOW_SIZE
• stats::MODIFIED_Z_NORMAL_FACTOR