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Top 6 long-tail open source projects

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

✭ 425

python Jupyter Notebook natural-language-processing computer-vision regression healthcare imbalanced-data icml imbalanced-learning long-tail imbalance imbalanced-classification imbalanced-regression icml-2021

Long-Tail-GAN

Adversarial learning framework to enhance long-tail recommendation in Neural Collaborative Filtering

✭ 19

python generative-adversarial-network recommendation-system long-tail neural-collaborative-filtering niche-items

TailCalibX

Pytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi

imbalanced-ensemble

Class-imbalanced / Long-tailed ensemble learning in Python. Modular, flexible, and extensible. | 模块化、灵活、易扩展的类别不平衡/长尾机器学习库

✭ 199

python data-science machine-learning data-mining scikit-learn sklearn classification ensemble ensemble-learning class-imbalance ensemble-model imbalanced-data imbalanced-learning long-tail multi-class-classification imbalanced-classification ensemble-imbalanced-learning

DropLoss

Implementation of DropLoss for Long-Tail Instance Segmentation in Pytorch

✭ 38

python Cuda C++pytorch object-detection instance-segmentation long-tail droploss

ResLT

ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)

✭ 40

python shell class-imbalance imbalanced-data imbalanced-learning long-tail imbalance-classification long-tailed-recognition

1-6 of 6 long-tail projects