ordinal-classification

There are 1 repository under ordinal-classification topic.

coral-pytorch
Raschka-research-group / coral-pytorch
CORAL and CORN implementations for ordinal regression with deep neural networks.
deep-learning ordinal-regression ordinal-classification
Language:Python 214
ayrna / orca
Ordinal Regression and Classification Algorithms
machine-learning ordinal-classification ordinal-regression support-vector-machine matlab octave
Language:MATLAB 111
ck37 / coral-ordinal
Tensorflow Keras implementation of ordinal regression using consistent rank logits (CORAL) by Cao et al. (2019)
keras-tensorflow ordinal-classification ordinal-regression
Language:Python 76
mikelkl / APTOS2019
43th place (top2%) Solution for Kaggle APTOS 2019 Blindness Detection
cv medical-imaging ordinal-classification kaggle
Language:Jupyter Notebook 49
glanceable-io / ordinal-log-loss
Repository of the COLING 2022 paper : Ordinal Log-Loss - A simple log-based loss function for ordinal text classification.
coling2022 deep-learning machine-learning natural-language-processing nlp ordinal-classification pytorch text-classification
Language:Python 18
ayrna / dlordinal
Open-source Python toolkit focused on deep learning with ordinal methodologies
deep-learning ordinal-classification python pytorch scikit-learn
Language:Jupyter Notebook 10
garyongguanjie / Ordinal-Classifier
Classifying classes with ordinality
sklearn ordinality classification machine-learning ordinal-classification
Language:Python 9
Tenvence / cpl
Official Code of AAAI 2023 paper "Controlling Class Layout for Deep Ordinal Classification via Constrained Proxies Learning".
computer-vision ordinal-classification proxies-learning
Language:Python 6
adamingas / ordinalgbt
A package to build Gradient boosted trees for ordinal labels
catboost gbm gradient-boosting gradient-boosting-classifier lightgbm ordinal-classification ordinal-regression xgboost lightgbm-mo
Language:Jupyter Notebook 5
jaygshah / Robust-Brain-Age-Prediction
[WACV 2024] Official PyTorch implementation of: Ordinal Classification with Distance Regularization for Robust Brain Age Prediction
alzheimer-disease-prediction brainage deep-learning medical-image-analysis mri ordinal-classification order-loss
Language:Python 5
tomealbuquerque / ordinal-losses
Work involving multiple losses for ordinal classification
deep-learning losses machine-learning ordinal ordinal-classification ordinal-regression
Language:Python 4
tomealbuquerque / ordinal-datasets
A list of ordinal datasets publicly available
ordinal ordinal-classification ordinal-data ordinal-regression
3
sbelharbi / Deep-Ordinal-Classification-with-Inequality-Constraints
Code for the paper `Non-parametric Uni-modality Constraints for Deep Ordinal Classification`.
deep-learning inequality-constraints ordinal-classification ordinal-regression pytorch
Language:Python 2
antoniomanuelfr / TFG
This is my final work for the University of Granada
machine-learning classification regression multi-label-classification ordinal-classification
Language:TeX 1
carlosccb / Ordinal-Clasification-with-Residual-Networks
Undergraduate final project: Ordinal Clasification with Residual Networks for the Adience dataset.
adience-dataset age-recognition ordinal-classification ordinal-regression residual-networks resnet
Language:Python 1
Cbhihe / Multivariate-analysis
Multivariate analysis (MVA) of high dimensional heterogeneous data
categorical-data correspondence-analysis mca mva ordinal-classification pca r regression-analysis statistical-testing statistics-learning
Language:R 1
christopher-beckham / conway-maxwell-binomial
Implementation of the Conway-Maxwell-Binomial distribution (for unimodal/ordinal classification problems) in PyTorch.
ordinal ordinal-classification pytorch ordinal-regression
Language:Jupyter Notebook 1
peter-yh-wu / ordinal
Ordinal Triplet Loss
loss-functions ordinal-classification
Language:Python 1
carlomarxdk / cdw-cross-entropy-loss
Implementation of the Class Distance Weighted Cross-Entropy Loss in PyTorch.
life2vec loss loss-functions ordinal-classification python pytorch
Language:Jupyter Notebook 0
edoardo-conti / iclus-ordinal-classification
A novel ordinal deep learning classification framework for lung ultrasound Covid-19 ranking
convolutional-neural-network covid-19 cross-validation cumulative-link-model lung-ultrasound medical-imaging obd ordinal-classification resnet
Language:Python 0
iankurgarg / Parameter-Tuning-Learners
Assignments, Projects and other course related material.
regression-trees discretization supervised-discretization decision-trees csv-reader parameter-tuning differential-evolution drone random-forest domination ordinal-classification
Language:Jupyter Notebook 0