ZhiningLiu1998

awesome-imbalanced-learning

😎 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

awesome-machine-learning-resources

😎 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。

imbalanced-ensemble

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

self-paced-ensemble

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

mesa

[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

BAT

[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

ToBA

Topological Augmentation for Class-Imbalanced Node Classification

Graph-Papers

Personal paper reading list

ZhiningLiu1998.github.io

Personal Homepage

featurewiz

Use advanced feature engineering strategies and select best features from your data set with a single line of code.

ZhiningLiu1998

GitHub profile

Auto_ViML

Automatically Build Multiple ML Models with a Single Line of Code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

figures

Figures in README.md

fairtool

github-stats

github-stats-transparent

Automatically generate summary GitHub statistics images for your profile using Actions, no server required

iDEA-iSAIL-Reading-Group

lazytransform

Automatically transform all categorical, date-time, NLP variables to numeric in a single line of code for any data set any size.