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mlquantify
get_config
set_config
config_context
mlquantify.base
BaseQuantifier
MetaquantifierMixin
ProtocolMixin
mlquantify.base_aggregative
AggregationMixin
SoftPredictionMixin
CrispPredictionMixin
mlquantify.calibration
Calibrator
ClassifierCalibrator
QuantifierCalibrator
mlquantify.compose
BaseComposeQuantifier
LinearComposeQuantifier
LikelihoodComposeQuantifier
ComposeQuantifier
mlquantify.confidence
BaseConfidenceRegion
ConfidenceInterval
ConfidenceEllipseSimplex
ConfidenceEllipseCLR
construct_confidence_region
mlquantify.counting
CC
PCC
ThresholdAdjustment
TAC
TX
TMAX
T50
MS
MS2
FM
GACC
GPACC
evaluate_thresholds
compute_tpr
compute_fpr
compute_table
mlquantify.likelihood
CDE
EMQ
MLPE
mlquantify.losses
BaseLoss
DistanceLoss
LeastSquaresLoss
HellingerSurrogateLoss
EnergyLoss
NegativeLogLikelihoodLoss
MixtureNegativeLogLikelihoodLoss
RegularizedMixtureNLLLoss
normalize_distribution
get_loss
mlquantify.matching
BaseMatchingQuantifier
MatchingHistogramQuantifier
DyS
HDy
HDx
SORD
MatchingKernelQuantifier
MMD_RKHS
KDEyQuantifier
KDEyML
KDEyHD
KDEyCS
GKDEyML
GHDx
GHDy
SMM
EDy
EDx
mlquantify.meta
EnsembleQ
QuaDapt
AggregativeBootstrap
mlquantify.metrics
AE
SE
MAE
MSE
KLD
RAE
NAE
NRAE
NKLD
NMD
RNOD
VSE
CvM_L1
mlquantify.model_selection
GridSearchQ
BaseProtocol
APP
NPP
UPP
PPP
mlquantify.multiclass
binary_quantifier
BinaryQuantifier
mlquantify.neighbors
PWK
mlquantify.neural
mlquantify.representations
BaseRepresentation
HistogramRepresentation
KDERepresentation
DistanceRepresentation
KernelMeanRepresentation
PredictionRepresentation
HardPredictionRepresentation
SoftPredictionRepresentation
mlquantify.solvers
solve_binary
ternary_search
solve_simplex
minimize_prevalence
minimize_prevalence_blocks
mlquantify.utils
get_prev_from_labels
normalize_prevalence
load_quantifier
make_prevs
apply_cross_validation
simplex_uniform_kraemer
simplex_grid_sampling
simplex_uniform_sampling
get_indexes_with_prevalence
API Reference
mlquantify.calibration
Calibrator
Calibrator
#
class
mlquantify.calibration.
Calibrator
[source]
#
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Calibrator
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