Issues

• geometric_mean_score (default average="multiclass") skips the sample-length check, so a length-1 y_pred is scored against every row of y_true

  scikit-learn-contrib/imbalanced-learn#1220 · Filter by author shaurya416 opened on Sep 28, 2026
  4

• SMOTENC crashes on documented categorical_features array inputs (bool mask / str-name array) due to == "auto" check

  scikit-learn-contrib/imbalanced-learn#1217 · Filter by author siddhant-shahhh opened on Sep 20, 2026
  1

• Float sampling_strategy truncation raises a spurious ValueError on valid over-sampling requests

  scikit-learn-contrib/imbalanced-learn#1215 · Filter by author siddhant-shahhh opened on Sep 19, 2026

• [DOC] Typo fix

  scikit-learn-contrib/imbalanced-learn#1200 · Filter by author ccosborne opened on Aug 12, 2026

• [BUG] ValueDifferenceMetric.pairwise silently ignores extra features

  scikit-learn-contrib/imbalanced-learn#1198 · Filter by author aswanth-07 opened on Aug 9, 2026

• classification_report_imbalanced raises opaque IndexError on target_names length mismatch

  scikit-learn-contrib/imbalanced-learn#1191 · Filter by author JayeshSuryavanshi opened on Jul 30, 2026
  1

• [Bug] KMeansSMOTE fails when clusters have identical points and generates more samples than requested

  scikit-learn-contrib/imbalanced-learn#1186 · Filter by author saitejabandaru-in opened on Jul 17, 2026

• [BUG] sensitivity_specificity_support returns wrong specificity with sample_weight (can exceed 1)

  scikit-learn-contrib/imbalanced-learn#1180 · Filter by author immu4989 opened on Jun 15, 2026
  2

• [ENH] Probabilities calibration

  scikit-learn-contrib/imbalanced-learn#1128 · Filter by author annapintara opened on Feb 25, 2025
  4

• [ENH] Add Multilabel and multioutput support

  scikit-learn-contrib/imbalanced-learn#1123 · Filter by author Peris-Wallace opened on Jan 26, 2025
  1

• [ENH] Allow fit_resample to receive metadata routed parameters

  scikit-learn-contrib/imbalanced-learn#1111 · Filter by author ShimantoRahman opened on Dec 16, 2024
  6

• [ENH] Enable LinearSVC (prob combined with Nystroem) for SVMSMOTE

  scikit-learn-contrib/imbalanced-learn#1107 · Filter by author portchester1989 opened on Nov 26, 2024
  1

• [ENH] Handling time series/3D data

  scikit-learn-contrib/imbalanced-learn#1102 · Filter by author jeiglsperger opened on Oct 29, 2024
  3

• [DOC] User warning over sampling methods

  scikit-learn-contrib/imbalanced-learn#1101 · Filter by author lcrmorin opened on Oct 12, 2024
  8

• [BUG] geometric_mean_score with average='macro'

  scikit-learn-contrib/imbalanced-learn#1096 · Filter by author vocarvalho opened on Oct 3, 2024
  1

• [BUG] macro_averaged_mean_absolute_error() raises ValueError

  scikit-learn-contrib/imbalanced-learn#1094 · Filter by author stephengmatthews opened on Sep 10, 2024

• Native support for polars dataframes in imbalanced-learn

  scikit-learn-contrib/imbalanced-learn#1092 · Filter by author kumar-abhishek opened on Sep 6, 2024
  6

• [ENH] Add E2SC to imbalanced-learn

  scikit-learn-contrib/imbalanced-learn#1090 · Filter by author waashk opened on Aug 9, 2024
  1

• Applying sampling method to sensitive features for fairness models

  scikit-learn-contrib/imbalanced-learn#1085 · Filter by author haytham918 opened on Jun 11, 2024
  3

• Combine SMOTENC and TomekLink and Classifier together in a pipeline for Mixed Datatype Datasets

  scikit-learn-contrib/imbalanced-learn#1082 · Filter by author Sehjbir opened on May 22, 2024
  1

• Problem implementing a custom transformer for multilabel SMOTE

  scikit-learn-contrib/imbalanced-learn#1033 · Filter by author romanwolf-git opened on Aug 14, 2023
  4

• Adding scikit-learn-intelex example

  scikit-learn-contrib/imbalanced-learn#1032 · Filter by author ethanglaser opened on Aug 9, 2023
  1

• Index is out of bounds for axis 0

  scikit-learn-contrib/imbalanced-learn#982 · Filter by author taimoorhussain1259 opened on Apr 11, 2023
  3

• Alignment of near miss 3 documentation/implementation with theory

  scikit-learn-contrib/imbalanced-learn#980 · Filter by author tsoumakas opened on Mar 29, 2023
  4

  

• [ENH] Add Geometric-SMOTE to imbalanced-learn

  scikit-learn-contrib/imbalanced-learn#881 · Filter by author joaopfonseca opened on Dec 17, 2021
  1