[NeurIPS'25]🛠️Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库
☆424Mar 5, 2026Updated 2 months ago
Alternatives and similar repositories for imbalanced-ensemble
Users that are interested in imbalanced-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:
- [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
- 😎 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☆1,517Feb 25, 2025Updated last year
- Our implementations of the Multi-class Imbalance learning algorithms (for the KBS paper)☆45Mar 21, 2019Updated 7 years 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 last year
- Python package for tackling multi-class imbalance problems. http://www.cs.put.poznan.pl/mlango/publications/multiimbalance/☆78May 17, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆756Apr 3, 2021Updated 5 years ago
- machine learning databases☆17Nov 18, 2023Updated 2 years ago
- A Python library for dynamic classifier and ensemble selection☆503Jan 20, 2026Updated 4 months ago
- Pytorch implementation of "DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data".☆126Aug 6, 2021Updated 4 years ago
- DuBE: Duple-balanced Ensemble Learning from Skewed Data☆10Oct 31, 2022Updated 3 years ago
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,102Apr 13, 2026Updated last month
- Fine Grained Image Classification with Class Imbalance using Bilinear EfficientNet with Focal Loss and Label Smoothing☆10May 28, 2020Updated 5 years ago
- Multi-class classification with focal loss for imbalanced datasets☆82Oct 6, 2019Updated 6 years ago
- Un-offical PyTorch Implementation of "Class-Balanced Distillation for Long-Tailed Visual Recognition" paper.☆17Oct 31, 2021Updated 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.
- A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.☆2,323Apr 6, 2026Updated last month
- Implementation of novel oversampling algorithms.☆34Oct 20, 2025Updated 7 months 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
- Python-based implementations of algorithms for learning on imbalanced data.☆241Jan 29, 2022Updated 4 years ago
- Trying to Identify Tumor from Brain MRI scans. There 4 classes - 3 Types of Tumors and 1 No Tumor. The Dataset was obtained from Kaggle…☆14Dec 11, 2021Updated 4 years ago
- ECGAN is a research project for ECG data generation and abnormalty detection (morphologies as well as arrhythmias).☆14Jan 3, 2023Updated 3 years ago
- Theano implementation of Cost-Sensitive Deep Neural Networks☆25Jun 1, 2018Updated 7 years ago
- Multi-Label Classification with Weighted Classifier Selection and Stacked Ensemble☆15Mar 30, 2020Updated 6 years ago
- A research paper implementation from scratch for improving classification for imbalanced datasets.☆12Aug 14, 2025Updated 9 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Association between physical frailty and incident depression☆14Apr 24, 2026Updated last month
- Tutorial on cost-sensitive boosting and calibrated AdaMEC.☆26May 5, 2017Updated 9 years ago
- [ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression☆54Oct 28, 2022Updated 3 years ago
- [KBS 2025] Multi-View Contrastive Network (MVCNet) for Motor Imagery Classification☆24Aug 10, 2025Updated 9 months ago
- ☆23Jul 29, 2019Updated 6 years ago
- [ICML'24] BAT: 🚀 Boost Class-imbalanced Node Classification with <10 lines of Code | 从拓扑视角出发10行代码改善类别不平衡节点分类☆27Nov 27, 2024Updated last year
- ☆192Nov 3, 2017Updated 8 years ago
- Bacheor Thesis Code for epileptic seizure detection. Used the CHB-MIT dataset.☆11Jul 18, 2019Updated 6 years ago
- Methods of training NLP models to ignored biased strategies☆55May 22, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1)☆963May 18, 2026Updated last week
- [ICML'25] Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting | 样本级别的自适应多模型集成时间序列预测☆28May 22, 2025Updated last year
- Supplementary material for IJCNN paper "XGBOD: Improving Supervised Outlier Detection with Unsupervised Representation Learning"☆88Aug 20, 2019Updated 6 years ago
- ☆13Nov 24, 2023Updated 2 years ago
- ☯️ AllenNLP training configurations for promising models on Named Entity Recognition. (BiLSTM-CRF, BiLSTM-CNN-CRF, BERT, BERT-CRF)☆15Nov 26, 2020Updated 5 years ago
- (Python, R) Cost-sensitive multiclass classification (Weighted-All-Pairs, Filter-Tree & others)☆49May 9, 2025Updated last year
- An open-source project for long-tail classification☆39Nov 29, 2021Updated 4 years ago