Topic: "imbalanced-learning"
ZhaoJ9014/face.evoLVe
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
Language: Python - Size: 8.11 MB - Last synced at: 12 days ago - Pushed at: about 1 month ago - Stars: 3,502 - Forks: 758
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: 213 KB - Last synced at: about 16 hours ago - Pushed at: about 2 months ago - Stars: 1,433 - Forks: 228
YyzHarry/imbalanced-regression
[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression
Language: Python - Size: 9.21 MB - Last synced at: 5 months ago - Pushed at: about 3 years ago - Stars: 822 - Forks: 129
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 at: 5 months ago - Pushed at: about 4 years ago - Stars: 736 - Forks: 116
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 at: 14 days ago - Pushed at: over 1 year ago - Stars: 657 - Forks: 142
zzw-zwzhang/Awesome-of-Long-Tailed-Recognition
A curated list of long-tailed recognition resources.
Size: 177 KB - Last synced at: about 14 hours ago - Pushed at: almost 2 years ago - Stars: 584 - Forks: 66
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: 3.47 MB - Last synced at: 14 days ago - Pushed at: 3 months ago - Stars: 389 - Forks: 132
ZhiningLiu1998/imbalanced-ensemble
🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库
Language: Python - Size: 16.8 MB - Last synced at: 14 days ago - Pushed at: about 1 month ago - Stars: 357 - Forks: 52
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 at: over 1 year ago - Pushed at: over 2 years ago - Stars: 325 - Forks: 28
ZhiningLiu1998/self-paced-ensemble
[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
Language: Python - Size: 1.44 MB - Last synced at: 21 days ago - Pushed at: about 1 year ago - Stars: 257 - Forks: 50
dvlab-research/Parametric-Contrastive-Learning
Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)
Language: Python - Size: 18.4 MB - Last synced at: 5 months ago - Pushed at: 7 months ago - Stars: 241 - Forks: 32
prstrive/UniMVSNet
[CVPR 2022] Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation
Language: Python - Size: 1.23 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 201 - Forks: 12
solegalli/machine-learning-imbalanced-data
Code repository for the online course Machine Learning with Imbalanced Data
Language: Jupyter Notebook - Size: 22 MB - Last synced at: 13 days ago - Pushed at: 5 months ago - Stars: 175 - Forks: 216
jiawei-ren/BalancedMetaSoftmax-Classification
[NeurIPS 2020] Balanced Meta-Softmax for Long-Tailed Visual Recognition
Language: Python - Size: 16.9 MB - Last synced at: 20 days ago - Pushed at: over 3 years ago - Stars: 139 - Forks: 26
YyzHarry/multi-domain-imbalance
[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond
Language: Python - Size: 8.11 MB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 128 - Forks: 15
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 at: 14 days ago - Pushed at: 10 months ago - Stars: 106 - Forks: 26
Albertsr/Class-Imbalance
Cost-Sensitive Learning / ReSampling / Weighting / Thresholding / BorderlineSMOTE / AdaCost / etc.
Language: Python - Size: 6 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 96 - Forks: 25
yanliang3612/awesome-imbalanced-learning-on-graphs
A repository contains a collection of resources and papers on Imbalance Learning On Graphs
Size: 3.32 MB - Last synced at: 10 days ago - Pushed at: 3 months ago - Stars: 91 - Forks: 10
MaxHalford/pytorch-resample
🎲 Iterable dataset resampling in PyTorch
Language: Python - Size: 242 KB - Last synced at: 26 days ago - Pushed at: over 3 years ago - Stars: 91 - Forks: 4
Xtra-Computing/Awesome-Literature-ILoGs
Awesome literature on imbalanced learning on graphs
Size: 238 KB - Last synced at: 8 days ago - Pushed at: 8 months ago - Stars: 75 - Forks: 9
jiequancui/ResLT
ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)
Language: Python - Size: 12.9 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 57 - Forks: 5
BorealisAI/ranksim-imbalanced-regression
[ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression
Language: Python - Size: 3.78 MB - Last synced at: 18 days ago - Pushed at: over 2 years ago - Stars: 49 - Forks: 10
GZWQ/Awesome-Long-Tailed
Papers about long-tailed tasks
Size: 23.4 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 48 - Forks: 5
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 at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 41 - Forks: 6
massquantity/Class-Imbalance
《机器学习之类别不平衡问题》文章代码
Language: Jupyter Notebook - Size: 9.68 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 41 - Forks: 22
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 at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 37 - Forks: 8
georgedouzas/imbalanced-learn-extra
Implementation of novel oversampling algorithms.
Language: Python - Size: 1.29 MB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 34 - Forks: 17
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 at: over 1 year ago - Pushed at: over 2 years ago - Stars: 33 - Forks: 4
jinyan-06/SHIKE
Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation (CVPR 2023)
Language: Python - Size: 938 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 26 - Forks: 4
lancopku/well-classified-examples-are-underestimated
Code for the AAAI 2022 publication "Well-classified Examples are Underestimated in Classification with Deep Neural Networks"
Language: Jupyter Notebook - Size: 30.5 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 25 - Forks: 2
ZhiningLiu1998/BAT
[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
Language: Python - Size: 122 KB - Last synced at: 26 days ago - Pushed at: 5 months ago - Stars: 24 - Forks: 1
iamyuanchung/csdnn
Theano implementation of Cost-Sensitive Deep Neural Networks
Language: Python - Size: 30.3 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 24 - Forks: 5
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 at: 5 months ago - Pushed at: over 1 year ago - Stars: 23 - Forks: 14
paobranco/SMOGN-LIDTA17
SMOGN: a Pre-processing Approach for Imbalanced Regression - LIDTA2017
Language: R - Size: 5.07 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 21 - Forks: 8
zjukg/NATIVE
[Paper][SIGIR 2024] NativE: Multi-modal Knowledge Graph Completion in the Wild
Language: Python - Size: 10.2 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 18 - Forks: 1
mdh266/TextClassificationApp
Building and Deploying A Serverless Text Classification Web App
Language: Jupyter Notebook - Size: 8.61 MB - Last synced at: 19 days ago - Pushed at: almost 2 years ago - Stars: 18 - Forks: 10
nunompmoniz/IRon
R Package for Imbalanced Regression
Language: R - Size: 2.81 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 18 - Forks: 3
farhantandia/Tricks-for-Handling-Imbalanced-Dataset-Image-Classification
Some trick for handling imbalanced dataset
Language: Jupyter Notebook - Size: 228 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 18 - Forks: 6
ncordon/undergraduate-dissertation
Final career project on PAC theory and imbalanced datasets
Language: TeX - Size: 1.07 MB - Last synced at: 27 days ago - Pushed at: over 4 years ago - Stars: 18 - Forks: 1
mjuez/approx-smote
Approx-SMOTE: fast SMOTE for Big Data on Apache Spark
Language: Scala - Size: 74.2 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 17 - Forks: 4
fang-d/AIR
Official implementation of "AIR: Analytic Imbalance Rectifier for Continual Learning"
Size: 1000 Bytes - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 15 - Forks: 0
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 at: about 1 year ago - Pushed at: about 1 year ago - Stars: 11 - Forks: 1
theochem/B3clf
Predictors for Blood-Brain Barrier Permeability with resampling strategies based on B3DB database.
Language: Python - Size: 218 MB - Last synced at: 26 days ago - Pushed at: 3 months ago - Stars: 10 - Forks: 4
WeiHongLee/KD-MTL
This is the repository for implementation of 'Knowledge Distillation for Multi-task Learning'
Language: Python - Size: 1.54 MB - Last synced at: 10 months ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 0
NestorRV/SOUL
SOUL: Scala Oversampling and Undersampling Library.
Language: Scala - Size: 8.52 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 10 - Forks: 2
eliiza/imbalanced-data
Examples of algorithms dealing with imbalanced data.
Language: Jupyter Notebook - Size: 1.6 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 6
dimitrisbro/SmartGridFraudDetection
Electricity Fraud Detection in Smart Grids
Language: Python - Size: 121 MB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 5
SayamAlt/Water-Quality-Prediction
Successfully established a machine learning model which can predict whether any given water sample is potable or not, based on its set of various properties, to a considerably high level of accuracy.
Language: Jupyter Notebook - Size: 7 MB - Last synced at: 24 days ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 2
paobranco/Pre-processingApproachesImbalanceRegression
Pre-processing Approaches for Imbalanced Distributions in Regression
Language: R - Size: 3.1 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 6
ihaeyong/Maximum-Margin-LDAM
Learning Imbalanced Datasets With Maximum Margin Losss
Language: Jupyter Notebook - Size: 633 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 0
Yoyodyne-Data-Science/GroupStratifiedShuffleSplit
Group Stratified Shuffle Split cross validator for data science projects
Language: Jupyter Notebook - Size: 10.4 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 7 - Forks: 0
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 at: over 1 year ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 3
aimclub/asid
AutoML tool for imbalanced and small tabular datasets
Language: Python - Size: 5.33 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 6 - Forks: 2
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 at: over 1 year ago - Pushed at: about 2 years ago - Stars: 6 - 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 at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 2
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 at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 2
paulinamoskwa/Pediatric-Pneumonia-Chest-X-Ray
Pediatric pneumonia image classification with (strongly) imbalanced data via Pytorch 🫁
Language: HTML - Size: 8.64 MB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 4
shubh1608/Jupyter-Notebook-Template
Jupyter Notebook Templates for quick prototyping of machine learning solutions
Language: Jupyter Notebook - Size: 53.6 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 5
arunvignesh15/Machine-Learning
Learn and Explore
Language: Jupyter Notebook - Size: 1.28 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 0
miriamspsantos/open-source-imbalance-overlap
A collection of Open Source Contributions in Learning from Imbalanced and Overlapped Data
Size: 7.81 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1
HMJiangGatech/ESmote
ESmote - An R package implemneting fast SMOTE algorithm
Language: C++ - Size: 13.1 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 4 - 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 at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0
robinsonkwame/adversarial_labeller
Adversarial labeller is a sklearn compatible instance labelling tool for model selection under data drift.
Language: Python - Size: 175 KB - Last synced at: 22 days ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 1
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 at: 24 days ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1
gaetanoantonicchio/DataMining-2
Repository for "Data Mining - Advanced Topics and Applications" projects exam.
Language: Jupyter Notebook - Size: 233 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0
nunompmoniz/ReBoost
An R Package with Boosting and SMOTEBoost implementations for Regression Tasks
Language: R - Size: 25.4 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 3
sahutkarsh/likelihood-ratio-imbalance-degree
A new metric to measure multi-class imbalance degree of data using likelihood ratio test based on the paper LRID by Rui Zhu et. al.
Language: Jupyter Notebook - Size: 8.73 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 1
PierreGuilmin/impact-annotator_v2
Develop a knowledge-based approach using MSK-IMPACT data to build an automatic variant classifier
Language: Jupyter Notebook - Size: 2.46 GB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 3
RomeroBarata/bimba
Sampling Algorithms for Two-Class Imbalanced Data Sets in R
Language: R - Size: 48.8 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 3 - Forks: 1
yilei-wu/imbalanced-regression
[CVPR 2025] Improve Representation for Imbalanced Regression through Geometric Constraints
Language: Python - Size: 93.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0
adrianstando/edgaro
Explainable imbalanceD learninG compARatOr - Engineering Thesis Project
Language: Python - Size: 7.8 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 1
RektPunk/Imbalance-LightGBM
LightGBM for handling label-imbalanced data with focal and weighted loss functions in binary and multiclass classification
Language: Python - Size: 119 KB - Last synced at: 17 days ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0
wjpoom/BMB
[TMM 2024] The official implementation of paper "BMB: Balanced Memory Bank for Long-Tailed Semi-supervised Learning"
Size: 4.88 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0
yangjenny/ImbalancedLearningRL
Code implementation for ImbalancedLearningRL, a reinforcement learning-based training method for imbalanced (outcome label) training data.
Language: Python - Size: 323 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 1
olga1590/NLP_projects
NLP with Python
Language: Jupyter Notebook - Size: 8.45 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0
ethansilvas/credit-fraud-logistic-regression
Comparison of logistic regression models trained on imbalanced historical loan data to predict healthy and high-risk loans
Language: Jupyter Notebook - Size: 630 KB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
nershman/imbalanced-learning
Comparison of different imbalanced classification methods with application to credit card fraud
Language: Jupyter Notebook - Size: 13.2 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 1
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 at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0
simonschoe/imbalanced-learning
This workshop is part of the "Machine Learning in R" graduate course held at University of Münster, School of Business and Economics (winter term 2020/21). :mortar_board:
Language: HTML - Size: 17.1 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1
iamdanialkamali/ImbalancedLittleData
Trying to solve a imbalanced little data in text sentiment analysis
Language: Jupyter Notebook - Size: 27.3 KB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1
Internship-BVoc/InsuranceClaimPrediction
Predicting whether Insurance claims will accepted or rejected for online Travel Agencies
Language: Jupyter Notebook - Size: 13.7 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 2
rodolfomp123/imb-mulan
The Mulan Framework with Multi-Label Resampling Algorithms
Language: HTML - Size: 19 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 3
baibai25/MNDO-NC
Multivariate Normal Distribution Based Over-Sampling for Numerical and Categorical Features
Language: Jupyter Notebook - Size: 168 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years 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 at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 4
AxiomAlive/ImbaML
AutoML tool specialized for imbalanced learning tasks.
Language: Python - Size: 538 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 0
hafidaso/Predicting-Industrial-Machine-Downtime-Level-3
This project aims to develop a predictive model using machine learning techniques to forecast machine failures based on historical operational data.
Language: Jupyter Notebook - Size: 1.54 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0
ekellbuch/longtail_ensembles
Evaluating ensemble performance in long-tailed datasets (Neurips 2023 Heavy Tails Workshop)
Language: Python - Size: 1.58 MB - Last synced at: about 2 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0
liuzy0708/DSLS-Demo
Source code of an online active learning strategy (DSA-AI)
Language: Python - Size: 23.4 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - 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 at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1
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 at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
mmkamani7/Targeted-Meta-Learning
In this repository, we implement Targeted Meta-Learning (or Targeted Data-driven Regularization) architecture for training machine learning models with biased data.
Language: Python - Size: 217 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1
Zarich12/No_Show_Appointment_ML-Logistic-Regression-
Predicts if a patient will show up at a scheduled appointment based on certain features.
Language: Jupyter Notebook - Size: 2.82 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
olesyapro888/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 at: about 2 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
AJMnd/Credit_Risk_Analysis
An analysis on credit risk
Language: Jupyter Notebook - Size: 192 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
stephperillo/Credit_Risk_Analysis
Using machine learning to determine which model is best at predicting credit risk amongst random oversampling, SMOTE, ClusterCentroids, SMOTEENN, Balanced Random Forest, or Easy Ensemble Classifier (AdaBoost).
Language: Jupyter Notebook - Size: 821 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
Malvi1497/Credit_Risk_Analysis
To evaluate the performance of supervised machine learning models to make a written recommendation on whether they should be used to predict credit risk.
Language: Jupyter Notebook - Size: 21.5 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - 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 at: 19 days ago - Pushed at: almost 3 years ago - Stars: 1 - 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 at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1
jjtiger/Machine-Learning-Classifier-
This project contains an analysis evaluating data from an API and applying several machine learning models to predict credit risk
Language: Jupyter Notebook - Size: 8.94 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
Topopiccione/parSMURF-NG
A Machine Learning binary classifier for extremely imbalanced datasets
Language: C++ - Size: 1.47 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1
