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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

License: Creative Commons Zero v1.0 Universal

awesome awesome-list imbalanced-learning imbalanced-classification class-imbalance machine-learning ensemble-learning imbalanced-data deep-learning imbalanced-classes

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robot-ai-machinelearning zeta1999 swansealeo lliai zxlzr tanglgt 1066118757 qgzang leedaga kiminh qianmuluo markwjj snowhou gordondoo shengzhang90 pinkw cqray1990 yuhonghong95721 jangocheng nnpapers dzbwhut aixining chanyuepo zwcdp dwykat benjamesbabala huang9495 berther yuanwanglll lel2021 xiangzhao5119 gaimjkp xrosliang ycdongkj sheex2018 postyear iphyer vincentyang116 hanghangxie traviscxy zhou-py githubljk jxncyym flamato angelina1996 aiedward mingliangzhang2018 saferhand kding1225 moonjian breakend2010 clementfyj baopingli robot520 check-777 ohmymamamiya boboqoq luzhongqiu corgistarer ashinzeng bigdatamatta ashishpatel26 mayurmorin sakastlord debug2020-ping shiyanrubing maybeee18 ljk1072911239 wj1159 wuseguang xcc313 aigiraffe zhenxuanzhang jczjcz vanseth zhaobeile brianweng0223 yeliang99 zylprivate podismine fly2fire littleinoriai qinzhengmei mlnba-lab fuzzymanzy aireadinggroup simba2017 futonghan fpp123 waterman-zrq jarviskevin chetanmehra liusha1219 yc-dreaming zhenyf tianjunli youngfish42 zhao7909 aizuliswafaza aizulfaiz

awesome-imbalanced-learning's Issues

dataset?

Any plan for class-imbalance dataset?

Applications that use Imbalanced dataset

Can we add the application paper that use the class imbalances.

For example, https://ieeexplore.ieee.org/abstract/document/9378369/ Predictive Modeling

Data

你好，我看了你写的这个，我是学习语义分割的，对于有些数据确实存在类别不平衡，但是这些能在代码本身进行修改吗？我好像没看到你的这个怎么进行处理的，谢谢！

A paper of IJCAI in year 2022 maybe helps

Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph Completion
Classification suggestion - Graph Data Mining
paper link
code link

Add Contributors

大神看看能否加上NeurIPS 2020上的一份工作

NeurIPS 2020 | 数据类别不平衡/长尾分布？不妨利用半监督或自监督学习 - 知乎
https://zhuanlan.zhihu.com/p/259710601

YyzHarry/imbalanced-semi-self: [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
https://github.com/YyzHarry/imbalanced-semi-self

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