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The Top 18 Imbalanced Classification Open Source Projects

Open source projects categorized as Imbalanced Classification
Categories > Imbalanced Classification
Awesome Imbalanced Learning ⭐ 1,164
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
most recent commit 6 months ago
Imbalanced Semi Self ⭐ 393
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
most recent commit 3 years ago
Imbalanced Regression ⭐ 372
[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression
most recent commit 2 years ago
Imbalanced Ensemble ⭐ 234
Class-imbalanced Ensemble Learning in Python. | 类别不平衡/长尾机器学习库
dependent packages 4total releases 10most recent commit 9 months agopypi imbalanced-ensemble} Downloads
Machine Learning Imbalanced Data ⭐ 141
Code repository for the online course Machine Learning with Imbalanced Data
most recent commit 3 months ago
Multi Domain Imbalance ⭐ 86
[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond
most recent commit a year ago
Tcsvt_2022_dgssc ⭐ 14
DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery, TCSVT, 2022
most recent commit a year ago
Graphmixup ⭐ 14
Code for ECML-PKDD 2022 paper "GraphMixup: Improving Class-Imbalanced Node Classification by Reinforcement Mixup and Self-supervised Context Prediction"
most recent commit 10 months ago
Bi Sampling ⭐ 11
This is the official PyTorch implementation of the paper "Rethinking Re-Sampling in Imbalanced Semi-Supervised Learning" (Ju He, Adam Kortylewski, Shaokang Yang, Shuai Liu, Cheng Yang, Changhu Wang, Alan Yuille).
most recent commit 2 years ago
Maximum Margin Ldam ⭐ 7
Learning Imbalanced Datasets With Maximum Margin Losss
most recent commit 10 months ago
Road Traffic Severity Classification Project ⭐ 7
This is a multiclass classification project to classify severity of road accidents into three categories. this project is based on real-world data and dataset is also highly imbalanced.
most recent commit 9 months ago
Ra Gcn Media2022 ⭐ 6
Implementation code of RA-GCN: Graph Convolutional Network for Disease Prediction Problems with Imbalanced Data accepted by Medical Image Analysis Journal (MedIA 2022)
most recent commit a year ago
B3clf ⭐ 6
Predictors for Blood-Brain Barrier Permeability with resampling strategies based on B3DB database.
most recent commit 6 months ago
Imbalanced Quickdraw ⭐ 6
Winning a competition on imbalanced image classification.
most recent commit 10 months ago
Multilabel Oversampling ⭐ 5
Many algorithms for imbalanced data support binary and multiclass classification only. This approach is made for mulit-label classification (aka multi-target classification). 🌻
most recent commit 8 months ago
Duplebalance ⭐ 5
DuBE: Duple-balanced Ensemble Learning from Skewed Data
most recent commit a year ago
Multi Class Classification ⭐ 5
Deployment of a classification model on a webapp using FLASK for the backend and html/CSS/JS for frontend
most recent commit a year ago
Rulecosi ⭐ 5
RuleCOSI is a machine learning package that combine and simplifies tree ensembles and generates a single rule-based classifier that is smaller and simpler.
most recent commit 9 months ago
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