An open API service providing repository metadata for many open source software ecosystems.

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.

Language: Jupyter Notebook - Size: 48.7 MB - Last synced at: 10 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0