[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
☆260Feb 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☆428Mar 5, 2026Updated 4 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☆111Jun 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☆1,522Jun 9, 2026Updated last month
- This method is a new oversampling algorithm and can circumvent the deficiency of WK-SMOTE (and SMOTE as well as its variants) caused by r…☆16Oct 26, 2022Updated 3 years ago
- Our implementations of the Multi-class Imbalance learning algorithms (for the KBS paper)☆45Mar 21, 2019Updated 7 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.
- XGBoost for label-imbalanced data: XGBoost with weighted and focal loss functions☆340Feb 14, 2024Updated 2 years ago
- A oversampling approach☆11Nov 21, 2018Updated 7 years ago
- A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection fea…☆687Jan 3, 2024Updated 2 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
- Oversampling method based on relative density☆13Aug 26, 2020Updated 5 years ago
- A multi-label approach of the SMOTE algorithm☆12Aug 6, 2024Updated last year
- A Python library for dynamic classifier and ensemble selection☆504Jan 20, 2026Updated 5 months ago
- DuBE: Duple-balanced Ensemble Learning from Skewed Data☆10Oct 31, 2022Updated 3 years ago
- Python-based implementations of algorithms for learning on imbalanced data.☆241Jan 29, 2022Updated 4 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.
- Python package for tackling multi-class imbalance problems. http://www.cs.put.poznan.pl/mlango/publications/multiimbalance/☆78May 17, 2024Updated 2 years ago
- Oversampling for imbalanced learning based on k-means and SMOTE☆129May 19, 2021Updated 5 years ago
- Cost-Sensitive Learning / ReSampling / Weighting / Thresholding / BorderlineSMOTE / AdaCost / etc.☆110Dec 16, 2020Updated 5 years ago
- ☆13Dec 15, 2022Updated 3 years ago
- P. Domingos proposed a principled method for making an arbitrary classifier cost-sensitive by wrapping a cost-minimizing procedure around…☆39May 20, 2019Updated 7 years 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
- An implementation of the focal loss to be used with LightGBM for binary and multi-class classification problems☆253Nov 9, 2019Updated 6 years ago
- credit datasets☆13Nov 13, 2024Updated last year
- ☆15Jan 27, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 2019 DCIC---Group Image of Consumers -- Intelligent Scoring of Credits☆15Apr 11, 2019Updated 7 years ago
- Using GreyWolfOptimization for feature selection and multi kernel SVM for classification for Malware Hunting on IoT devices☆45Feb 14, 2021Updated 5 years ago
- ☆10Mar 7, 2023Updated 3 years ago
- Pytorch Implementation: Annealing Genetic GAN for Minority Oversampling (BMVC 2020)☆10Aug 5, 2020Updated 5 years ago
- Self-Paced Multi-view Co-training for person re-id experiment☆30Jun 9, 2021Updated 5 years ago
- Zero day attack detection AI model based on seq2seq autoencoder☆12May 31, 2022Updated 4 years ago
- NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).☆296Dec 14, 2021Updated 4 years ago
- 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
- ☆17Jul 21, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Metric learning algorithms in Python☆1,436Mar 19, 2026Updated 3 months ago
- Official implementation of CVPR2020 paper "Deep Generative Model for Robust Imbalance Classification"☆15Apr 6, 2021Updated 5 years ago
- The highest entry score from our team named SailOcean in the PhysioNet/Computing in Cardiology Challenge 2019. An Explainable Artificial …☆22Oct 17, 2020Updated 5 years ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆701Dec 25, 2021Updated 4 years ago
- [EMNLP 2025] WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning☆91Nov 4, 2025Updated 8 months ago
- ☆17Dec 30, 2023Updated 2 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆980Oct 12, 2021Updated 4 years ago