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WIP, MAINT: NeighborsBase
KDTree upstream
module:neighbors
#31358
opened May 12, 2025 by
tylerjereddy
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K neighbor regressor enhancement
module:neighbors
Needs Decision
Requires decision
#29711
opened Aug 25, 2024 by
ankit-dhokariya
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Add optional return of STD for kNeighboursRegressor
Enhancement
module:neighbors
#29626
opened Aug 5, 2024 by
Mi-chael
[WIP] Draft: Precompute feature for PairwiseDistancesReductions
module:neighbors
#29391
opened Jul 2, 2024 by
kyrajeep
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Add reflection to reduce bias near boundary for
KernelDensity (fixes #27023).
module:neighbors
#29370
opened Jun 29, 2024 by
tillahoffmann
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ENH Implement partial fitting for
NearestCentroid
module:neighbors
#29351
opened Jun 26, 2024 by
augustebaum
•
Draft
MNT Refactor fit method of NearestCentroid.
module:neighbors
#28072
opened Jan 6, 2024 by
fkdosilovic
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FIX
KernelDensity incorrectly handling bandwidth
module:neighbors
#27971
opened Dec 17, 2023 by
Charlie-XIAO
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ENH Introduces
mst_algorithm keyword for HDBSCAN, alongside two new Boruvka MST algorithms
cython
module:cluster
module:neighbors
module:utils
Stalled
#27572
opened Oct 11, 2023 by
Micky774
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Add kNN outlier and Local Outlier Probabilities (LoOP)
module:neighbors
Needs Decision - Include Feature
Requires decision regarding including feature
#27337
opened Sep 11, 2023 by
kno10
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KernelDensity incorrect handling of bandwidth
Bug
module:neighbors
#25623
opened Feb 16, 2023 by
TaTKSM
Balltree's node_data radii seems to be incorrect
module:neighbors
Needs Investigation
Issue requires investigation
#24228
opened Aug 23, 2022 by
jihan-yin
FEA Add
ArccosDistance (continued)
cython
module:neighbors
Stalled
#24106
opened Aug 4, 2022 by
jgonggrijp
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EHN: RadiusNeighborRegressor speedup
module:neighbors
Performance
#24053
opened Jul 29, 2022 by
JoOkuma
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Unclear selection of LOF threshold
module:neighbors
Needs Investigation
Issue requires investigation
#23837
opened Jul 5, 2022 by
gutjuri
Poor performance of KNeighborsClassifier for sklearn version >=0.24.2
Bug
module:neighbors
Needs Investigation
Issue requires investigation
#23427
opened May 20, 2022 by
DSOTM-pf
Change how KNeighborsClassifier handles tiebreakers
module:neighbors
Needs Investigation
Issue requires investigation
New Feature
#22818
opened Mar 13, 2022 by
raymondj-pace
Add an average callable parameter to sklearn.neighbors.KNeighborsRegressor
module:neighbors
Needs Decision - Include Feature
Requires decision regarding including feature
New Feature
#22626
opened Feb 27, 2022 by
raymondj-pace
Updating already built KDTree with another KDTree
module:neighbors
New Feature
#22095
opened Dec 29, 2021 by
INF800
LocalOutlierFactor exposes methods that it shouldn't
API
Moderate
Anything that requires some knowledge of conventions and best practices
module:neighbors
#21876
opened Dec 4, 2021 by
kno10
Sparse NeighborhoodComponentsAnalysis
module:neighbors
New Feature
#21815
opened Nov 29, 2021 by
thomassajot
Cross endianness and bitness pickle issues with KNeighborsClassifier / KDTree
Bug
module:neighbors
#21553
opened Nov 4, 2021 by
lesteve
Kernel Density adding .sample() support for linear and exponential kernels
module:neighbors
Needs Decision - Include Feature
Requires decision regarding including feature
New Feature
#21224
opened Oct 2, 2021 by
lrjball
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