imbalanced-data topic

List imbalanced-data repositories

Parametric-Contrastive-Learning

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Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)

awesome-imbalanced-learning

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Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切:论文、代码、框架与库

smote_variants

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A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features

imbalanced-algorithms

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Python-based implementations of algorithms for learning on imbalanced data.

smogn

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Synthetic Minority Over-Sampling Technique for Regression

multi-domain-imbalance

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[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond

datascienv

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datascienv is package that helps you to setup your environment in single line of code with all dependency and it is also include pyforest that provide single line of import all required ml libraries

mesa

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[NeurIPS’20] ⚖️ Build powerful ensemble class-imbalanced learning models via meta-knowledge-powered resampler. | 设计元知识驱动的采样器解决类别不平衡问题

machine-learning-imbalanced-data

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Code repository for the online course Machine Learning with Imbalanced Data

Class-Imbalance

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Cost-Sensitive Learning / ReSampling / Weighting / Thresholding / BorderlineSMOTE / AdaCost / etc.