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Create a live benchmark / leaderboard mini website for PU and PUN problems

area:benchmarksBenchmark harness and datasetsBenchmark harness and datasets

documentationImprovements or additions to documentationImprovements or additions to documentation

effort:XLExtra large effortExtra large effort

enhancementNew feature or requestNew feature or request

priority:P2Lower priorityLower priority

type:benchmarkBenchmarking workBenchmarking work

Status: Open.

#213 In pulearn/pulearn;

· shaypal5 opened on Apr 11, 2026

Bug: BaggingPuClassifier incompatible with scikit-learn ≥ 1.6 — partial_dependence and is_classifier fail

area:learnersLearning algorithmsLearning algorithms

bugSomething isn't workingSomething isn't working

effort:SSmall effortSmall effort

priority:P1Medium-high priorityMedium-high priority

type:featureFeature workFeature work

Status: Open.

#176 In pulearn/pulearn;

· MaxEtherington opened on Mar 12, 2026

Tighten PriorEstimateResult confidence_interval typing

area:priorsClass-prior estimationClass-prior estimation

effort:SSmall effortSmall effort

priority:P2Lower priorityLower priority

type:refactorRefactor workRefactor work

Status: Open.

#162 In pulearn/pulearn;

· shaypal5 opened on Mar 6, 2026

Roadmap: Make PUlearn an Outstanding Positive–Unlabeled Learning Library

area:qualityQuality, interop, and release readinessQuality, interop, and release readiness

effort:XLExtra large effortExtra large effort

priority:P0Highest priorityHighest priority

type:roadmapRoadmap planning itemRoadmap planning item

Status: Open.

#104 In pulearn/pulearn;

· shaypal5 opened on Mar 5, 2026