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Install
User Guide
API
Getting Started
About Us

GitHub

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mlquantify
mlquantify.base
mlquantify.base_aggregative
mlquantify.calibration
mlquantify.compose
mlquantify.confidence
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
mlquantify.matching
- BaseMatchingQuantifier
- MatchingHistogramQuantifier
- DyS
- HDy
- HDx
- SORD
- MatchingKernelQuantifier
- MMD_RKHS
- KDEyQuantifier
- KDEyML
- KDEyHD
- KDEyCS
- GKDEyML
- GHDx
- GHDy
- SMM
- EDy
- EDx
mlquantify.meta
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
mlquantify.solvers
mlquantify.utils

API Reference
mlquantify.neighbors

mlquantify.neighbors#

Neighbor-based Methods#

Probabilistic Weighted k-Nearest Neighbour (PWK) quantifier.

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BinaryQuantifier

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PWK