[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
☆261Feb 5, 2024Updated 2 years ago
Alternatives and similar repositories for self-paced-ensemble
Users that are interested in self-paced-ensemble are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS'25]🛠️Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库☆431Mar 5, 2026Updated 7 months ago
- [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☆110Jun 17, 2024Updated 2 years ago
- 😎 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☆1,528Jun 9, 2026Updated 3 months ago
- Our implementations of the Multi-class Imbalance learning algorithms (for the KBS paper)☆45Mar 21, 2019Updated 7 years ago
- A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection fea…☆691Jan 3, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This is the official PyTorch implementation of the paper "Rethinking Re-Sampling in Imbalanced Semi-Supervised Learning" (Ju He, Adam Kor…☆25Nov 18, 2021Updated 4 years ago
- This is the implementation code for the paper "Trainable Undersampling for Class-Imbalance Learning" published in AAAI2019☆15Mar 17, 2019Updated 7 years ago
- A multi-label approach of the SMOTE algorithm☆10Aug 6, 2024Updated 2 years ago
- A Python library for dynamic classifier and ensemble selection☆507Jan 20, 2026Updated 8 months ago
- DuBE: Duple-balanced Ensemble Learning from Skewed Data☆10Oct 31, 2022Updated 3 years ago
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆755Apr 3, 2021Updated 5 years ago
- Supplementary code and data of the paper Evaluating network embedding techniques' performances in software bug prediction☆11Aug 13, 2021Updated 5 years ago
- Cost-Sensitive Learning / ReSampling / Weighting / Thresholding / BorderlineSMOTE / AdaCost / etc.☆110Jul 27, 2026Updated 2 months ago
- Code for the paper "Predict-then-optimize or predict-and-optimize? An empirical evaluation of cost-sensitive learning strategies".☆19Feb 7, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [CIKM 2022] Towards Automated Over-Sampling for Imbalanced Classification☆10Mar 20, 2023Updated 3 years ago
- ☆191Nov 3, 2017Updated 8 years ago
- Implementation of novel oversampling algorithms.☆34Oct 20, 2025Updated 11 months ago
- An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1)☆960May 18, 2026Updated 4 months ago
- Pytorch implementation of "DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data".☆126Aug 6, 2021Updated 5 years ago
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,126Jun 29, 2026Updated 3 months ago
- Using GreyWolfOptimization for feature selection and multi kernel SVM for classification for Malware Hunting on IoT devices☆46Feb 14, 2021Updated 5 years ago
- ☆10Mar 7, 2023Updated 3 years ago
- 2019 DCIC---Group Image of Consumers -- Intelligent Scoring of Credits☆15Apr 11, 2019Updated 7 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Pytorch Implementation: Annealing Genetic GAN for Minority Oversampling (BMVC 2020)☆10Aug 5, 2020Updated 6 years ago
- Pytorch Implement of Boundary-assisted Region Proposal Networks for Nucleus Segmentation☆18Jun 8, 2021Updated 5 years ago
- Official implementation of CVPR2020 paper "Deep Generative Model for Robust Imbalance Classification"☆15Apr 6, 2021Updated 5 years ago
- A Spatio-Temporal Spot-Forecasting Framework for Urban Traffic Prediction☆14Oct 27, 2020Updated 5 years ago
- NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).☆297Dec 14, 2021Updated 4 years ago
- ☆13Mar 29, 2026Updated 6 months ago
- ☆15Feb 15, 2023Updated 3 years ago
- Python code to prune ensembles☆14Mar 20, 2022Updated 4 years ago
- The highest entry score from our team named SailOcean in the PhysioNet/Computing in Cardiology Challenge 2019. An Explainable Artificial …☆23Oct 17, 2020Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- We use attention model for intrusion detection. The idea of Hierarchical Attention Model for Intrusion Detection comes from the applicat…☆12Jul 4, 2020Updated 6 years ago
- 第四届拍拍贷魔镜杯建模分享☆36Jul 26, 2019Updated 7 years ago
- Metric learning algorithms in Python☆1,431Mar 19, 2026Updated 6 months ago
- A collection of Open Source Contributions in Learning from Imbalanced and Overlapped Data☆22Dec 30, 2021Updated 4 years ago
- ☆17Dec 30, 2023Updated 2 years ago
- Transfer Convolutional Neural Network for Cross-Project Defect Prediction☆26Oct 22, 2025Updated 11 months ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆701Dec 25, 2021Updated 4 years ago