imbalance

YyzHarry/imbalanced-regression

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

YyzHarry/multi-domain-imbalance

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

c-gabri/Federated-Learning-PyTorch

PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visual classification. Client distributions are synthesized with arbitrary non-identicalness and imbalance (Dirichlet priors). Client systems can be arbitrarily heterogeneous. Several mobile-friendly models are provided

AlexGidiotis/Advanced-ML-techniques

This repo contains implementation of advanced ML techniques. Includes model ensembles, cost-sensitive learning and dealing with class imbalance.

zhou100/FoodSecurityPrediction

Data and code for replicating the AEPP paper "Machine learning for food security: Principles for transparency and usability"

bcbi/ClassImbalance.jl

Sampling-based methods for correcting for class imbalance in two-category classification problems

MatteoOrlandini/Wireless-Communication-Exam

Estimation and correction of IQ imbalance in a QPSK modulation

paobranco/REBAGG

REBAGG: REsampled BAGGing for Imbalanced Regression Tasks - LIDTA 2018

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

Loan Delinquency Prediction from Analytics Vidya

mrzaizai2k/COVID-19-Cough-Classification-phase-1-

This project was made for classifying Covid and non-covid patients through cough sound. This is a non-invasive, inexpensive, and easy method so we can use that as the first filter

CoGian/toxicity-detection-in-text

This work focuses on the development of machine learning models, in particular neural networks and SVM, where they can detect toxicity in comments. The topics we will be dealing with: a) Cost-sensitive learning, b) Class imbalance

Nikhil-Wani/Predict-Employee-Turnover-with-scikit-learn-coursera-guided-project

Predict employee turnover with sci-kit learn in python

saminens/Predicting-Bankruptcy-of-firms

In class Kaggle competition on predicting bankruptcy of a firm

alfagama/arxiv_predicting_paper_category

Predicting categories of scientific papers with advanced machine learning techniques involving class imbalance in multi-label data and explainable machine learning.

Amsterdam-Internships/Point_Cloud_Multi-Scale_Object-Based_Augmentation

MSc Artificial Intelligence Thesis at the UvA in collaboration with the City of Amsterdam. The project concerns the improvement of semantic segmentation quality of underrepresented objects in imbalanced urban point clouds.

BollaBerg/IT3030-Deep-learning

Coursework for the class IT3030 - Deep learning, taken during Spring 2022

AustinAlgebra/volcanoes_on_venus

Using Supervised Learning techniques to predict which images of Venus' surface contain volcanoes.

BananAlhethlool/Promotions-Prediction-Classification

Predicts the qualified employee for promotion using Classification

LuckyWirasakti/Adaptive-Synthetic

roydipta/xray_pneumonia

Utilizing the power of Convolutional Neural Networks to create an accurate classification of Pneumonia from Lung X-rays.

sagar2168616/KNN

Predicting a price range of Mobiles using KNN

guhjy/imbalance

savan77/Transfer-Learning

Study of methods to counter class-imbalance in deep learning models.

zeeshanmulla/Machine-Learning-Algorithms

ML Algorithms notebook with dataset. Will keep on Updating this Repo.