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awesome-imbalanced-learning-in-production
https://github.com/kumar-abhishek/awesome-imbalanced-learning-in-production
Last synced: 5 days ago
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- imbalanced-learn
- SMOTE-variants for imbalanced learning
- imbalanced-DL: Deep Imbalanced Learning in Python
- IMBENS: Class-imbalanced Ensemble Learning in Python
- MESA: Meta-sampler for imbalanced learning
- Python-based implementations of algorithms for learning on imbalanced data
- Source: ML system design: 300 case studies to learn from
- CIFAR10-LT and CIFAR100-LT
- Deep Long-Tailed Learning: A Survey - Tailed Datasets:
- Leaderboard: Long-tail Learning on CIFAR-10-LT (ρ=10)
- Imbalanced Classification with Python: Better Metrics, Balance Skewed Classes, Cost-Sensitive Learning by by Jason Brownlee
- Learning from Imbalanced Data by Alberto Fernández, Salvador García, Mikel Galar, et al.
- Imbalanced Learning: Foundations, Algorithms, and Applications
- Machine Learning for Imbalanced Data: Tackle imbalanced datasets using machine learning and deep learning techniques
- Imbalanced Classification with Python: Better Metrics, Balance Skewed Classes, Cost-Sensitive Learning by by Jason Brownlee
- Machine Learning for Imbalanced Data: Tackle imbalanced datasets using machine learning and deep learning techniques
- Practical Guide to Handle Imbalanced Datasets
- Long-tail Learning Benchmarks
- Leaderboard: Long-tail Learning on CIFAR-100-LT (ρ=100)
- Deep Long-Tailed Learning: A Survey - Tailed Datasets:
- Learning from Imbalanced Data by Alberto Fernández, Salvador García, Mikel Galar, et al.
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Keywords
imbalanced-data
4
data-science
3
machine-learning
3
python
3
imbalanced-learning
3
class-imbalance
2
ensemble
2
ensemble-model
2
data-analysis
1
statistics
1
oversampling
1
smote
1
classification
1
data-mining
1
ensemble-imbalanced-learning
1
ensemble-learning
1
imbalanced-classification
1
long-tail
1
multi-class-classification
1
python3
1
scikit-learn
1
sklearn
1
ensemble-machine-learning
1
imbalance-classification
1
imbalanced-learn
1
mesa
1
meta-learning-algorithms
1
meta-sampler
1
meta-training
1
notre-dame
1