ZhaoJ9014/face.evoLVe

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

Language: Python - Size: 8.05 MB - Last synced: 2 days ago - Pushed: over 1 year ago - Stars: 3,363 - Forks: 753

ZhiningLiu1998/awesome-imbalanced-learning

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

Size: 195 KB - Last synced: about 19 hours ago - Pushed: 24 days ago - Stars: 1,280 - Forks: 218

yanliang3612/awesome-imbalanced-learning-on-graphs

A repository contains a collection of resources and papers on Imbalance Learning On Graphs

Size: 3.3 MB - Last synced: 5 days ago - Pushed: about 2 months ago - Stars: 71 - Forks: 7

ZhiningLiu1998/imbalanced-ensemble

Class-imbalanced Ensemble Learning in Python. | 类别不平衡/长尾机器学习库

Language: Python - Size: 16.7 MB - Last synced: 9 days ago - Pushed: 3 months ago - Stars: 289 - Forks: 46

kochlisGit/ProphitBet-Soccer-Bets-Predictor

ProphitBet is a Machine Learning Soccer Bet prediction application. It analyzes the form of teams, computes match statistics and predicts the outcomes of a match using Advanced Machine Learning (ML) methods. The supported algorithms in this application are Neural Networks, Random Forests & Ensembl Models.

Language: Python - Size: 3.43 MB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 266 - Forks: 96

jiequancui/ResLT

ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)

Language: Python - Size: 12.9 MB - Last synced: 1 day ago - Pushed: 6 months ago - Stars: 54 - Forks: 5

ekellbuch/longtail_ensembles

Evaluating ensemble performance in long-tailed datasets (Neurips 2023 Heavy Tails Workshop)

Language: Python - Size: 1.58 MB - Last synced: 23 days ago - Pushed: 24 days ago - Stars: 1 - Forks: 0

solegalli/machine-learning-imbalanced-data

Code repository for the online course Machine Learning with Imbalanced Data

Language: Jupyter Notebook - Size: 10.6 MB - Last synced: 19 days ago - Pushed: 23 days ago - Stars: 151 - Forks: 202

Soumyajit2709/UTA-DATATHON-24-Model-3-Vision-Quest-Challenge

Balancing image datasets with transfer learning & hybrid sampling, our project boosts accuracy. We address class imbalance, achieving 95.2% testing accuracy. Next, we'll explore advanced techniques & deploy in healthcare & environmental monitoring.

Language: Jupyter Notebook - Size: 113 KB - Last synced: 25 days ago - Pushed: 25 days ago - Stars: 0 - Forks: 0

zzw-zwzhang/Awesome-of-Long-Tailed-Recognition

A curated list of long-tailed recognition resources.

Size: 177 KB - Last synced: about 17 hours ago - Pushed: 11 months ago - Stars: 583 - Forks: 66

analyticalmindsltd/smote_variants

A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features

Language: Jupyter Notebook - Size: 70.7 MB - Last synced: 26 days ago - Pushed: 5 months ago - Stars: 595 - Forks: 136

georgedouzas/geometric-smote

Implementation of the Geometric SMOTE over-sampling algorithm.

Language: Python - Size: 1.23 MB - Last synced: 16 days ago - Pushed: 6 months ago - Stars: 28 - Forks: 15

theochem/B3clf

Predictors for Blood-Brain Barrier Permeability with resampling strategies based on B3DB database.

Language: Python - Size: 218 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 7 - Forks: 4

zjukg/NATIVE

[Paper][SIGIR 2024] NativE: Multi-modal Knowledge Graph Completion in the Wild

Language: Python - Size: 10.2 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 6 - Forks: 0

YyzHarry/imbalanced-semi-self

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

Language: Python - Size: 16.5 MB - Last synced: about 1 month ago - Pushed: about 3 years ago - Stars: 729 - Forks: 116

MaxHalford/pytorch-resample

🎲 Iterable dataset resampling in PyTorch

Language: Python - Size: 242 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 87 - Forks: 4

liuzy0708/DSLS-Demo

Source code of an online active learning strategy (DSA-AI)

Language: Python - Size: 23.4 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0

YyzHarry/multi-domain-imbalance

[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond

Language: Python - Size: 8.11 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 117 - Forks: 15

dvlab-research/Parametric-Contrastive-Learning

Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)

Language: Python - Size: 18.3 MB - Last synced: about 1 month ago - Pushed: 3 months ago - Stars: 221 - Forks: 29

Wang-ML-Lab/variational-imbalanced-regression

[NeurIPS 2023] Variational Imbalanced Regression: Fair Uncertainty Quantification via Probabilistic Smoothing

Language: Python - Size: 268 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

vrbabu9000/bank_termDeposit_predictor

Given a highly biased banking dataset of 45k entries and 17 variables wherein I was able to filter out good predictors for modelling and further balance the bias in the dataset using SMOTETomek method. The bias removal was approached in two different ways and the pros and cons of both methods are stated. The end result is a logistic regression model with 81% accuracy and striking a sharp balance between precision and recall with the former having a slight upper hand.

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zjukg/AdaMF-MAT

[Paper][LREC-COLING 2024] Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion

Language: Python - Size: 1.91 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 11 - Forks: 1

ZhiningLiu1998/self-paced-ensemble

ICDE'20 | A general & effective ensemble framework for imbalanced classification. | 泛用，高效，鲁棒的类别不平衡学习框架

Language: Python - Size: 1.44 MB - Last synced: about 1 month ago - Pushed: 3 months ago - Stars: 248 - Forks: 48

ericjjohnson2/corporate_credit_rating

This project aims to use machine learning models on Kaggle data to predict corporate credit ratings to aid investment decisions.

Language: Jupyter Notebook - Size: 361 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

yaxinhou/imFTP

Deep Imbalance Learning via Fuzzy Transition and Prototypical Learning (imFTP, Information Sciences 2024)

Language: Python - Size: 4.73 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

qmarcou/computer_assisted_ICD_coding_paper

Companion code repository to Marcou et al. 2024, Creating a computer assisted ICD coding system: Performance metric choice and use of the ICD hierarchy

Language: Jupyter Notebook - Size: 612 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

BorealisAI/ranksim-imbalanced-regression

[ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression

Language: Python - Size: 3.78 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 40 - Forks: 9

Humboldt-WI-Dissertations/Conversion-Modelling-Benchmark Fork of berkaykocak-cloud/Thesis

Comparative analysis of supervised learning for predicting conversion in an automotive case with special focus on imbalanced learning

Size: 1.54 MB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

jakeryu37/Stroke-Prediction-ML-Model

Language: Jupyter Notebook - Size: 5.93 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

jinyan-06/SHIKE

Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation (CVPR 2023)

Language: Python - Size: 938 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 26 - Forks: 4

KhoiDOO/ibla 📦

IBLA - Imbalance Learning Archive

Language: Python - Size: 132 KB - Last synced: 4 days ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

KhoiDOO/SLC-ID-SA

Skin Lesion Classification On Imbalanced Data Using Deep Learning With Soft Attention

Language: Jupyter Notebook - Size: 425 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 1

Xtra-Computing/Awesome-Literature-ILoGs

Awesome literature on imbalanced learning on graphs

Size: 216 KB - Last synced: 3 months ago - Pushed: 9 months ago - Stars: 50 - Forks: 4

Akotovets1/Credit_Risk_Analysis

Supervised Machine Learning and Credit Risk

Language: Jupyter Notebook - Size: 216 KB - Last synced: 3 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

sjwedlund/Credit_Risk_Analysis

Apply machine learning to solve the challenge of credit risk

Language: Jupyter Notebook - Size: 15.7 MB - Last synced: 3 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

ZhiningLiu1998/mesa

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

Language: Jupyter Notebook - Size: 1.62 MB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 102 - Forks: 24

AndreaGiuliani-Git/DataMining4Cybersecurity

Juyter Notebook for classification of fraudulent or legal credit card transactions

Language: Jupyter Notebook - Size: 2.31 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

MehrabKalantary/Credit-Card-Fraud-Detection

Credit card transactions fraud detection using classic algorithms

Language: Jupyter Notebook - Size: 2.07 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

caseygomez/Credit_Risk_Analysis

Utilizing data preparation, statistical reasoning, and supervised machine learning to solve a real-world challenge: credit card risk.

Language: Jupyter Notebook - Size: 18.9 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Zahed-Golabi/Virtual-Learning-Environment

Create two models to predict the student's final result in a virtual learning environment

Language: Python - Size: 17.1 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

metaboulie/PyShiftLearn

Help you interact with different packages regarding imbalanced-learning, and extend them to search for a best model

Language: Python - Size: 28.7 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

Abanobbb/Credit-card-fraud-detection

Language: Jupyter Notebook - Size: 131 KB - Last synced: 6 months ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

WeiHongLee/KD-MTL

This is the repository for implementation of 'Knowledge Distillation for Multi-task Learning'

Language: Python - Size: 1.54 MB - Last synced: 2 months ago - Pushed: over 3 years ago - Stars: 10 - Forks: 0

prstrive/UniMVSNet

[CVPR 2022] Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation

Language: Python - Size: 1.23 MB - Last synced: 6 months ago - Pushed: about 2 years ago - Stars: 201 - Forks: 12

jiawei-ren/BalancedMSE

[CVPR 2022 Oral] Balanced MSE for Imbalanced Visual Regression https://arxiv.org/abs/2203.16427

Language: Python - Size: 11.3 MB - Last synced: 6 months ago - Pushed: almost 2 years ago - Stars: 325 - Forks: 28

jiawei-ren/BalancedMetaSoftmax-Classification

[NeurIPS 2020] Balanced Meta-Softmax for Long-Tailed Visual Recognition

Language: Python - Size: 16.9 MB - Last synced: 6 months ago - Pushed: over 2 years ago - Stars: 120 - Forks: 25

YyzHarry/imbalanced-regression

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

Language: Python - Size: 9.21 MB - Last synced: 6 months ago - Pushed: about 2 years ago - Stars: 706 - Forks: 120

mdh266/TextClassificationApp

Building and Deploying A Serverless Text Classification Web App

Language: Jupyter Notebook - Size: 8.61 MB - Last synced: about 1 month ago - Pushed: 12 months ago - Stars: 17 - Forks: 10

Giut0/NASA-NEO-Project

Final project for Data Mining course (Uniba)

Language: Jupyter Notebook - Size: 25.4 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

arunvignesh15/Machine-Learning

Learn and Explore

Language: Jupyter Notebook - Size: 1.28 MB - Last synced: 7 months ago - Pushed: almost 5 years ago - Stars: 5 - Forks: 0

zyh-uaiaaaa/Mine-Extra-Knowledge

Official implementation of the NeurIPS2023 paper: Leave No Stone Unturned: Mine Extra Knowledge for Imbalanced Facial Expression Recognition

Language: Python - Size: 360 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

ricardoamferreira/Predicting-Adverse-Drug-Reactions-with-Machine-Learning

The objective of this work is to develop machine learning (ML) methods that can accurately predict adverse drug reactions (ADRs) using the databases SIDER and OFFSIDES.

Language: Jupyter Notebook - Size: 27 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 20 - Forks: 13

weihaolun/Credit_Risk_Analysis

Supervised Machine Learning Project: imbalanced-learn; scikit-learn; RandomOverSampler; SMOTE; ClusterCentroids; SMOTEENN; BalancedRandomForestClassifier; EasyEnsembleClassifier.

Language: Jupyter Notebook - Size: 18.4 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

nunompmoniz/ReBoost

An R Package with Boosting and SMOTEBoost implementations for Regression Tasks

Language: R - Size: 25.4 KB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 3 - Forks: 3

HMJiangGatech/ESmote

ESmote - An R package implemneting fast SMOTE algorithm

Language: C++ - Size: 13.1 MB - Last synced: 7 months ago - Pushed: over 4 years ago - Stars: 4 - Forks: 0

baibai25/MNDO

Multivariate Normal Distribution based Oversampling

Language: Jupyter Notebook - Size: 65.4 KB - Last synced: 7 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 1

sharmaroshan/Fraud-Detection-in-Insurace-Claims

This is a very Important part of Data Science Case Study because Detecting Frauds and Analyzing their Behaviours and finding reasons behind them is one of the prime responsibilities of a Data Scientist. This is the Branch which comes under Anamoly Detection.

Language: Jupyter Notebook - Size: 2.23 MB - Last synced: 7 months ago - Pushed: over 4 years ago - Stars: 7 - Forks: 3

Albertsr/Class-Imbalance

Cost-Sensitive Learning / ReSampling / Weighting / Thresholding / BorderlineSMOTE / AdaCost / etc.

Language: Python - Size: 6 MB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 96 - Forks: 25

Soumyajit2709/Drug-Detection-using-Graph-Embedding

It is a simple machine learning algorithm to get the latent vector of the Molecules from the datasets. After that we address the imbalance problem in the dataset and handle it by using various resampling techniques. Then we measure the performance of the algorithm by deploying various Classifiers.

Language: Jupyter Notebook - Size: 20.1 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Soumyajit2709/AN-APPROACH-TO-CLASSIFY-ASTRONOMICAL-OBJECT-USING-IMBALANCED-SLOAN-DIGITAL-SKY-SURVEY-DATA

Classify stars, galaxies, and quasars with SDSS DR16 data. Balanced dataset using resampling techniques improves AdaBoost classifier's performance, enhancing astronomical object classification accuracy.

Language: Jupyter Notebook - Size: 62.5 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

Treers/MetaCost

P. Domingos proposed a principled method for making an arbitrary classifier cost-sensitive by wrapping a cost-minimizing procedure around it. The procedure, called MetaCost, treats the underlying classifier as a black box, requiring no knowledge of its functioning or change to it.

Language: Python - Size: 116 KB - Last synced: 7 months ago - Pushed: about 5 years ago - Stars: 37 - Forks: 8

CarlosOrtegaV/PUCSBoost

Software implementation of a manuscript submitted to Information Sciences

Language: Python - Size: 85 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

paulinamoskwa/Pediatric-Pneumonia-Chest-X-Ray

Pediatric pneumonia image classification with (strongly) imbalanced data via Pytorch 🫁

Language: HTML - Size: 8.64 MB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 4 - Forks: 3

CarlosOrtegaV/PU_AnomalyDetection

Software implementation of the manuscript "A Two-step Anomaly detection Based Method for PU Classification in Imbalanced Data Sets".

Language: Python - Size: 4.45 MB - Last synced: 8 months ago - Pushed: about 3 years ago - Stars: 2 - Forks: 0

CarlosOrtegaV/PU_Hellinger_Trees

PU Hellinger Trees is a technique for positive and unlabeled imbalanced data.

Language: Python - Size: 2.05 MB - Last synced: 8 months ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 1

PerceptionComputingLab/CLDL

[MedIA2023] Curriculum label distribution learning for imbalanced medical image segmentation

Language: Python - Size: 196 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 1

NeuralCollapseApplications/Semantic-Segmentation

[CVPR 2023] The official code for our CVPR 2023 paper "Understanding Imbalanced Semantic Segmentation Through Neural Collapse".

Size: 1.95 KB - Last synced: 9 months ago - Pushed: about 1 year ago - Stars: 6 - Forks: 0

itekkie/Credit_Risk_Analysis_ML_supervised

Employing different techniques to train and evaluate models with unbalanced classes using machine learning python libraries.

Language: Jupyter Notebook - Size: 56.6 KB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

ZJLAB-AMMI/HS-OMRL

Python code to implement hard sampling based task representation learning for robust offline meta RL

Language: Python - Size: 125 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 3 - Forks: 0

diochnos/pac-imbalanced

Learning Reliable Rules under Class Imbalance (SDM 2021)

Language: C++ - Size: 27.3 KB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

ncordon/undergraduate-dissertation

Final career project on PAC theory and imbalanced datasets

Language: TeX - Size: 1.07 MB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 18 - Forks: 1

damitkwr/AAMLPProject

Language: Jupyter Notebook - Size: 91 MB - Last synced: 10 months ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

MehrabKalantary/SMS-Spam-Classifier

Building spam classifier using different algorithms and choosing the best one to build a streamlit application

Language: Jupyter Notebook - Size: 1.45 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

NeuralCollapseApplications/ImbalancedLearning

[NeurIPS 2022] The official code for our NeurIPS 2022 paper "Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network?".

Language: Python - Size: 674 KB - Last synced: 9 months ago - Pushed: over 1 year ago - Stars: 33 - Forks: 4

wjun0830/MOVE

Official PyTorch Repository of "Minority-Oriented Vicinity Expansion with Attentive Aggregation for Video Long-Tailed Recognition" (AAAI 2023 Oral Paper) and Imbalanced-MiniKinetics200 dataset.

Language: Python - Size: 11.4 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 5 - Forks: 2

YaelRL/Diabetes-readmission

End-to-end ML imbalanced classification project, aimed at identifying readmission within 30 days for Diabetes patients.

Language: Python - Size: 37.1 KB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

aimclub/asid

AutoML tool for imbalanced and small tabular datasets

Language: Python - Size: 5.31 MB - Last synced: 16 days ago - Pushed: 4 months ago - Stars: 6 - Forks: 1

AndreaZoccatelli/Tabular_data_augmentation_continuous

This repository contains the scripts used to write my master degree thesis project: "Augmentation of tabular data with continuous features for binary imbalanced classification problems"

Language: Jupyter Notebook - Size: 669 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

mjuez/approx-smote

Approx-SMOTE: fast SMOTE for Big Data on Apache Spark

Language: Scala - Size: 74.2 KB - Last synced: 9 months ago - Pushed: about 2 years ago - Stars: 17 - Forks: 4

Anitha-K-0711/Customer_Conversion_Prediction_Project

Hi all! My project aims to predict customer conversion for an insurance company. The main objective of the project is to develop an accurate and efficient model that can aid the insurance company in improving its sales conversion rate and reducing marketing costs.

Language: Jupyter Notebook - Size: 1.55 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

adrianstando/edgaro

Explainable imbalanceD learninG compARatOr - Engineering Thesis Project

Language: Python - Size: 7.8 MB - Last synced: 17 days ago - Pushed: 11 months ago - Stars: 2 - Forks: 1

nunompmoniz/IRon

R Package for Imbalanced Regression

Language: R - Size: 2.81 MB - Last synced: 6 months ago - Pushed: about 1 year ago - Stars: 18 - Forks: 3

miriamspsantos/data-typology

Implementation of data typology for imbalanced datasets.

Language: MATLAB - Size: 1.29 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

hnrosa/uci-secom-fault-detection

Machine Learning approaches for fault detection in UCI Secom Dataset / Abordagens de Machine Learning para detecção de falha no conjunto de dados UCI Secom

Language: Jupyter Notebook - Size: 5.62 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

georgedouzas/cluster-over-sampling

A general interface for clustering based over-sampling algorithms.

Language: Python - Size: 2.74 MB - Last synced: 15 days ago - Pushed: 8 months ago - Stars: 7 - Forks: 4

Thebrownboy/BioMetrica

The project focuses on tackling challenges such as imbalanced data and skewed features. Through exploratory data analysis,and model training.The use of innovative techniques like focal loss and controlled oversampling allows us to address the imbalanced nature of the data and achieve better model performance.

Language: Jupyter Notebook - Size: 7.2 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

NestorRV/SOUL

SOUL: Scala Oversampling and Undersampling Library.

Language: Scala - Size: 8.52 MB - Last synced: 9 months ago - Pushed: about 5 years ago - Stars: 10 - Forks: 2

Geetraje/credit-risk-classification

Credit-risk-classification

Language: Jupyter Notebook - Size: 531 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

he-zh/vibration_gan

Implement GANs to generate time-series signals for imbalanced learning problem. The experiments are conducted using CWRU bearing data.

Language: Python - Size: 9.95 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 41 - Forks: 6

olga1590/NLP_projects

NLP with Python

Language: Jupyter Notebook - Size: 8.45 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 2 - Forks: 0

buntys2010/AV-India-ML-Hiring-Hackathon-2019

Loan Delinquency Prediction from Analytics Vidya

Language: Jupyter Notebook - Size: 84 KB - Last synced: 12 months ago - Pushed: over 4 years ago - Stars: 2 - Forks: 4

Yoyodyne-Data-Science/GroupStratifiedShuffleSplit

Group Stratified Shuffle Split cross validator for data science projects

Language: Jupyter Notebook - Size: 10.4 MB - Last synced: 12 months ago - Pushed: about 4 years ago - Stars: 7 - Forks: 0

qm19/A-Weakly-Supervised-Learning-based-Oversampling-Framework-for-Imbalanced-Classification

This is a program of a new weakly supervised learning based oversampling framework to solve the imbalanced classification proposed by Min Qian and Yanfu Li.

Language: Python - Size: 3.9 MB - Last synced: 12 months ago - Pushed: over 1 year ago - Stars: 6 - Forks: 2

ihaeyong/Maximum-Margin-LDAM

Learning Imbalanced Datasets With Maximum Margin Losss

Language: Jupyter Notebook - Size: 633 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 7 - Forks: 0

GZWQ/Awesome-Long-Tailed

Papers about long-tailed tasks

Size: 23.4 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 48 - Forks: 5

thinhnguyen0311/Kaggle-Credit-Card-Fraud-Detection

Language: Jupyter Notebook - Size: 34.2 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

farhantandia/Tricks-for-Handling-Imbalanced-Dataset-Image-Classification

Some trick for handling imbalanced dataset

Language: Jupyter Notebook - Size: 228 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 18 - Forks: 6

mwehner2022/Credit_Risk_Analysis

Multiple Machine Learning model are compared to determine which one is most accurate at predicting credit card risk.

Language: Jupyter Notebook - Size: 19.5 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

mmsaki/credit-risks-ml

Using the imbalanced-learn and Scikit-learn libraries to build and evaluate machine learning models.

Language: Jupyter Notebook - Size: 9.02 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

SayamAlt/Stellar-Classification---Sloan-Digital-Sky-Survey-17

Successfully established a machine learning model which can predict an appropriate stellar class, on the basis of a distinct set of spectral characteristics, to a substantially high level of accuracy.

Language: Jupyter Notebook - Size: 16.7 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 3 - Forks: 0