GitHub topics: ordinal-classification
nguyen-tho/rainfall_prediction_by_LSTM
This is a program to classify and predict 7 classes based on 7 ranges of rainfall in An Giang, Vietnam
Language: Jupyter Notebook - Size: 1.95 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 1 - Forks: 0

Raschka-research-group/coral-pytorch
CORAL and CORN implementations for ordinal regression with deep neural networks.
Language: Python - Size: 27.4 MB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 232 - Forks: 26

ayrna/orca
Ordinal Regression and Classification Algorithms
Language: MATLAB - Size: 10.4 MB - Last synced at: 22 days ago - Pushed at: about 4 years ago - Stars: 115 - Forks: 35

susuky/optimized-rounder
Optimized Rounder: An efficient optimizer for finding optimal thresholds in ordinal classification problems. This package uses Optuna for efficient threshold search with support for cross-validation and multiple evaluation metrics.
Language: Python - Size: 13.7 KB - Last synced at: 16 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

adamingas/ordinalgbt
A package to build Gradient boosted trees for ordinal labels
Language: Jupyter Notebook - Size: 623 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 16 - Forks: 1

Baschin1103/Knn-classification-sqlalchemy
Example-Script to load data from a database and classify by the K-Nearest Neighbor (KNN) Algorithm.
Language: Python - Size: 83 KB - Last synced at: 18 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

tomealbuquerque/ordinal-datasets
A list of ordinal datasets publicly available
Size: 25.4 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 1

xmed-lab/NumCLIP
[ECCV 2024] Teach CLIP to Develop a Number Sense for Ordinal Regression
Language: Python - Size: 1.53 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 7 - Forks: 0

jaygshah/Robust-Brain-Age-Prediction
[WACV 2024] Official PyTorch implementation of: Ordinal Classification with Distance Regularization for Robust Brain Age Prediction
Language: Python - Size: 4.73 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 12 - Forks: 0

ck37/coral-ordinal
Tensorflow Keras implementation of ordinal regression using consistent rank logits (CORAL) by Cao et al. (2019)
Language: Python - Size: 118 KB - Last synced at: 19 days ago - Pushed at: about 3 years ago - Stars: 80 - Forks: 24

edoardo-conti/iclus-ordinal-classification
A novel ordinal deep learning classification framework for lung ultrasound Covid-19 ranking
Language: Python - Size: 255 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

DongmingShenDS/Multi-Modal-ML-Project
A data science project to predict online pet adoption speed using image, natural language, and tabular data with a multi-modal ML framework.
Language: Jupyter Notebook - Size: 17.4 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

ayrna/dlordinal
Open-source Python toolkit focused on deep learning with ordinal methodologies
Language: Jupyter Notebook - Size: 549 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 0

sbelharbi/Deep-Ordinal-Classification-with-Inequality-Constraints
Code for the paper `Non-parametric Uni-modality Constraints for Deep Ordinal Classification`.
Language: Python - Size: 56.6 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1

carlomarxdk/cdw-cross-entropy-loss
Implementation of the Class Distance Weighted Cross-Entropy Loss in PyTorch.
Language: Jupyter Notebook - Size: 20.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

glanceable-io/ordinal-log-loss
Repository of the COLING 2022 paper : Ordinal Log-Loss - A simple log-based loss function for ordinal text classification.
Language: Python - Size: 80.1 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 12 - Forks: 3

Tenvence/cpl
Official Code of AAAI 2023 paper "Controlling Class Layout for Deep Ordinal Classification via Constrained Proxies Learning".
Language: Python - Size: 56.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

garyongguanjie/Ordinal-Classifier
Classifying classes with ordinality
Language: Python - Size: 2.93 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 2

mikelkl/APTOS2019
43th place (top2%) Solution for Kaggle APTOS 2019 Blindness Detection
Language: Jupyter Notebook - Size: 103 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 46 - Forks: 23

Cbhihe/Multivariate-analysis
Multivariate analysis (MVA) of high dimensional heterogeneous data
Language: R - Size: 8.56 MB - Last synced at: about 2 months ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

antoniomanuelfr/TFG
This is my final work for the University of Granada
Language: TeX - Size: 9.05 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

peter-yh-wu/ordinal
Ordinal Triplet Loss
Language: Python - Size: 13.7 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

christopher-beckham/conway-maxwell-binomial
Implementation of the Conway-Maxwell-Binomial distribution (for unimodal/ordinal classification problems) in PyTorch.
Language: Jupyter Notebook - Size: 130 KB - Last synced at: 19 days ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

iankurgarg/Parameter-Tuning-Learners
Assignments, Projects and other course related material.
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