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1. BAT BAT Public

   [ICML'24] BAT: 🚀 Boost Class-imbalanced Node Classification with <10 lines of Code | 从拓扑视角改善类别不平衡节点分类

   Python 5

2. imbalanced-ensemble imbalanced-ensemble Public

   🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库

   Python 289 47

3. self-paced-ensemble self-paced-ensemble Public

   [ICDE'20] ⚖️ A general, efficient ensemble framework for imbalanced classification. | 泛用，高效，鲁棒的类别不平衡学习框架

   Python 248 48

4. mesa mesa Public

   [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

   Jupyter Notebook 104 24

5. awesome-imbalanced-learning awesome-imbalanced-learning Public

   😎 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

   1.3k 218

6. awesome-machine-learning-resources awesome-machine-learning-resources Public

   😎 A curated list of awesome lists across all machine learning topics. | 机器学习/深度学习/人工智能一切主题 (学习范式/任务/应用/模型/道德/交叉学科/数据集/框架/教程) 的资源列表汇总。

   512 85