ordinal-regression

There are 4 repositories under ordinal-regression topic.

abess
abess-team / abess
Fast Best-Subset Selection Library
polynomial-algorithm high-dimensional-data best-subset-selection machine-learning python r scikit-learn principal-component-analysis linear-regression classification-algorithm cox-regression logistic-regression multitask-learning ordinal-regression poisson-regression robust-principal-component-analysis sparse-principal-component-analysis feature-selection sure-independence-screening
Language:C++ 423
Raschka-research-group / coral-cnn
Rank Consistent Ordinal Regression for Neural Networks with Application to Age Estimation
deeplearning ordinal-regression pytorch
Language:Python 330
dontLoveBugs / DORN_pytorch
PyTorch implementation of Deep Ordinal Regression Network for Monocular Depth Estimation
pytorch depth-prediction dorn ordinal-regression
Language:Python 298
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 211
Miscellaneous-R-Code
m-clark / Miscellaneous-R-Code
Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. **Superseded by the models-by-example repo**.
r stan jags matlab julia python bayesian mixed-models gaussian-processes factor-analysis pca em survival-analysis ordinal-regression probit irt mixture-model zip additive-models machine-learning
Language:R 188
EthanRosenthal / spacecutter
Ordinal regression models in PyTorch
deep-learning ordinal-regression pytorch
Language:Python 128
ayrna / orca
Ordinal Regression and Classification Algorithms
machine-learning ordinal-classification ordinal-regression support-vector-machine matlab octave
Language:MATLAB 110
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
rasbt / DeepLearning-Gdansk2019-tutorial
Ordinal Regression tutorial for the International Summer School on Deep Learning 2019
age-prediction biometrics deep-learning face-recognition ordinal-regression
Language:Jupyter Notebook 67
Shopify / bevel
Ordinal regression in Python
inference ordinal-regression pandas-dataframe prediction python
Language:Python 62
sjsu-smart-lab / Self-supervised-Monocular-Trained-Depth-Estimation-using-Self-attention-and-Discrete-Disparity-Volum
Reproduction of the CVPR 2020 paper - Self-supervised monocular trained depth estimation using self-attention and discrete disparity volume
unsupervised-learning monocular-depth-estimation self-attention discrete-disparity-volume ordinal-regression inplace-activated-batchnorm kitti-dataset cityscapes-depth-estimation self-supervised-learning pytorch
Language:Python 62
tohtsky / myFM
A Python/C++ implementation of Bayesian Factorization Machines
gibbs-sampling-algorithm ordinal-regression factorization-machines factorization-machine gibbs-sampler bayesian-inference regression-models collaborative-filtering
Language:C++ 57
grantgasser / Alzheimers-Prediction
An attempt to diagnose Alzheimer's disease earlier
alzheimers-disease alzheimer-disease-prediction neural-network ordinal-regression classification adni
Language:Jupyter Notebook 52
axeber01 / dold
Deep Ordinal Regression with Label Diversity
machine-learning deep-learning age-estimation head-pose-estimation image-dating ordinal-regression
Language:MATLAB 22
jlsuarezdiaz / KELMOR
A Python Implementation of Kernel Extreme Learning Machine for Ordinal Regression
extreme-learning-machine ordinal-regression kernel python3
Language:Python 22
john-m-burleson / NHANES-R-Programming
This repository should help people that would like to code in R and work with the National Health and Nutrition Examination Survey (NHANES). Some topics corved are SQL , logistic regression.... etc
reaserch nhanes logistic-regression descriptive-statistics sql forecast graphics descriptive-analytics machine-learning decision-trees neural-network ordinal-regression random-forest r cdc waffle-charts correlation-matrices imputation rnhanes ggplot2
Language:R 17
gspell / TF-OrdinalRegression
Tensorflow implementations of ordinal regression
classification machine-learning ordinal-regression tensorflow
Language:Python 11
koalaverse / sure
Surrogate residuals for cumulative link and general regression models in R
categorical-data diagnostics ordinal-regression residuals
Language:R 9
mosh98 / Ordinal_Classifier
Introduce order in your classification within 1 line
classification ordinal ordinal-regression sklearn
Language:Jupyter Notebook 8
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
mlr3ordinal
mlr-org / mlr3ordinal
Ordinal Regression for mlr3
data-science machine-learning mlr3 ordinal-regression r r-package regression
Language:R 5
AfsahS / Supervised-Contrastive-Ordinal-Loss-for-Ordinal-Regression
Code for MICCAI 2023 publication: SCOL: Supervised Contrastive Ordinal Loss for Abdominal Aortic Calcification Scoring on Vertebral Fracture Assessment Scans
cardiovascular-diseases ordinal-regression supervised-contrastive-learning aortic-calcification disease-grading predicting-future-risk
Language:Python 4
benkeser / drord
Doubly robust estimators of ordinal treatment effects
ordinal-regression mann-whitney causal-inference covid-19 double-robust
Language:R 4
Jokoe66 / TianchiTrafficEstimation
基于车载图像序列的路况分析
sequence-classification lane-detection object-detection semantic-segmantation ordinal-regression
Language:Jupyter Notebook 4
dnbarron / tidyclm
Methods for clm objects
tidyr clm ordinal-regression
Language:R 3
ejikeugba / gofcat
Goodness-of-fit tests for categorical response models
hosmer-lemeshow-test lipsitz-test pulkstenis-robinson-test brant-test likelihood-ratio-test proportional-odds-test pseudo-r2 brier-scores log-loss-score-metric misclassification logistic-regression ordinal-regression
Language:R 2
gsantia / yelp-stars
Using machine learning to classify the number of stars associated with a yelp review based on the text
machine-learning classification-model nlp yelp-dataset yelp scikit-learn ordinal-regression
Language:Jupyter Notebook 2
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
sbhattacharyay / DeeperIMPACT
Deeper IMPACT: Ordinal Models for Outcome Prediction After Traumatic Brain Injury
center-tbi traumatic-brain-injury ordinal-regression deep-learning outcome-prediction glasgow-outcome-scale multinomial-regression
Language:HTML 2
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
ddangchani / IOT_hackathon
서울 공공도시데이터 IOT 해커톤
data datamining ordinal-regression
Language:Jupyter Notebook 1
dirmeier / rstansequential
Ordinal sequential regression models in R
r stan sequential-regression ordinal-regression
Language:Stan 1
ejikeugba / serp
Smooth Effects on Response Penalty for CLM
regularization-techniques ordinal-regression proportional-odds-regression categorical-data penalized-regression
Language:R 1
jsay / geoInd
The Informational Content of Geographical Indications
econometrics ordinal-regression wine-quality shiny-apps reproducible-research
Language:HTML 1
nehapai23 / Bayesian-GLM-for-Classification
Generic implementation for Generalized Linear Models including Logistic, Poisson and Ordinal Regression for Classification purposes
python logistic-regression poisson-regression ordinal-regression generalized-linear-models
Language:Python 1
worklifesg / Machine-Learning-IBM
This repository is on Machine Learning using Python 3.8.3 using Visual Studio Code. Most of the programs are from IBM Machine Learning course and some algorithms (course out of scope) are presenterd only for learning purpose. These codes will be on topics like Regression, Classification, Clustering and Recommender Systems.
machine-learning machine-learning-algorithms python regression-algorithms classification knn-classification non-linear-regression ordinal-regression logistic-regression decision-trees svm-classifier support-vector-machine clustering-algorithm
Language:Jupyter Notebook 1

ordinal-regression

abess-team / abess

Raschka-research-group / coral-cnn

dontLoveBugs / DORN_pytorch

Raschka-research-group / coral-pytorch

m-clark / Miscellaneous-R-Code

EthanRosenthal / spacecutter

ayrna / orca

ck37 / coral-ordinal

rasbt / DeepLearning-Gdansk2019-tutorial

Shopify / bevel

sjsu-smart-lab / Self-supervised-Monocular-Trained-Depth-Estimation-using-Self-attention-and-Discrete-Disparity-Volum

tohtsky / myFM

grantgasser / Alzheimers-Prediction

axeber01 / dold

jlsuarezdiaz / KELMOR

john-m-burleson / NHANES-R-Programming

gspell / TF-OrdinalRegression

koalaverse / sure

mosh98 / Ordinal_Classifier

adamingas / ordinalgbt

mlr-org / mlr3ordinal

AfsahS / Supervised-Contrastive-Ordinal-Loss-for-Ordinal-Regression

benkeser / drord

Jokoe66 / TianchiTrafficEstimation

dnbarron / tidyclm

ejikeugba / gofcat

gsantia / yelp-stars

sbelharbi / Deep-Ordinal-Classification-with-Inequality-Constraints

sbhattacharyay / DeeperIMPACT

christopher-beckham / conway-maxwell-binomial

ddangchani / IOT_hackathon

dirmeier / rstansequential

ejikeugba / serp

jsay / geoInd

nehapai23 / Bayesian-GLM-for-Classification

worklifesg / Machine-Learning-IBM