GitHub topics: multi-label-classification

Repositories

zalkklop/LVSM

Official code for "LVSM: A Large View Synthesis Model with Minimal 3D Inductive Bias" (ICLR 2025 Oral)

Language: Python - Size: 193 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

goannan/multi-label-ingredient-classifier

Language: Jupyter Notebook - Size: 1.48 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 0

codelion/adaptive-classifier

A flexible, adaptive classification system for dynamic text classification

Language: Python - Size: 3.31 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 207 - Forks: 14

enessah00/adaptive-classifier

A flexible, adaptive classification system for dynamic text classification

Size: 1000 Bytes - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

inspirehep/magpie

Deep neural network framework for multi-label text classification

Language: Python - Size: 91 MB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 685 - Forks: 193

Case-based interpretable deep learning for ECG classification. This code implements ProtoECGNet from the following paper: "ProtoECGNet: Case-Based Interpretable Deep Learning for Multi-Label ECG Classification." Sethi et al., 2025

Language: Python - Size: 936 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 3 - Forks: 0

bbj-lab/protoecgnet

Language: Python - Size: 949 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 9 - Forks: 2

NirantK/awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

Size: 110 KB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 8,333 - Forks: 1,256

cissagatto/MultiLabelEvaluationMetrics

A python implementation of 43 evaluation metrics for multi-label classification and ranking

Language: Python - Size: 217 KB - Last synced at: 11 days ago - Pushed at: 12 days ago - Stars: 1 - Forks: 0

gaobb/DLDL

[TIP] Deep Label Distribution Learning with Label Ambiguity

Language: MATLAB - Size: 11.6 MB - Last synced at: 11 days ago - Pushed at: 12 days ago - Stars: 75 - Forks: 23

ntumlgroup/LibMultiLabel

A library for multi-class and multi-label classification

Language: Python - Size: 1.81 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 6 - Forks: 10

taiphanvan2k3/DriverMonitor

Driver Drowsiness Detection with Deep learning and Yolo

Language: Jupyter Notebook - Size: 175 MB - Last synced at: 17 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

farhanishmam/BanTH

The official GitHub repository of the multi-label hate classification system on transliterated Bangla Ban-TH

Language: Jupyter Notebook - Size: 2.76 MB - Last synced at: about 14 hours ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

mwydmuch/napkinXC

Extremely simple and fast extreme multi-class and multi-label classifiers.

Language: C++ - Size: 2.54 MB - Last synced at: 25 days ago - Pushed at: 3 months ago - Stars: 68 - Forks: 7

mancrurod/LinguaAnimae

Exploring emotions and meaning in Bible verses with NLP, transformers, and a custom Streamlit app.

Language: Jupyter Notebook - Size: 21.6 MB - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 0 - Forks: 0

Hadi-M-Ibrahim/Beyond-Conventional-Transformers

Beyond Conventional Transformers: The Medical X-ray Attention (MXA) Block for Improved Multi-Label Diagnosis Using Knowledge Distillation

Language: Python - Size: 3.1 GB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

mwydmuch/extremeText Fork of facebookresearch/fastText

Library for fast text representation and extreme classification.

Language: HTML - Size: 39.8 MB - Last synced at: 24 days ago - Pushed at: over 4 years ago - Stars: 149 - Forks: 16

Tripp01/Comment-Toxicity-Detection-and-Classification

LLM-inspired BiLSTM pipeline for real-time, multi-label toxicity inference across adversarial discourse modalities.

Language: Jupyter Notebook - Size: 68.4 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

brightmart/sentiment_analysis_fine_grain

Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger

Language: Jupyter Notebook - Size: 3.39 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 593 - Forks: 163

lonePatient/Bert-Multi-Label-Text-Classification

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

Language: Python - Size: 187 KB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 911 - Forks: 207

david-cortes/costsensitive

(Python, R) Cost-sensitive multiclass classification (Weighted-All-Pairs, Filter-Tree & others)

Language: Python - Size: 1.71 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 48 - Forks: 19

bearloga/MLPUGS

An R package for Multi-Label Prediction Using Gibbs Sampling (and Classifier Chains)

Language: R - Size: 110 KB - Last synced at: 14 days ago - Pushed at: over 5 years ago - Stars: 12 - Forks: 3

QData/C-Tran

General Multi-label Image Classification with Transformers

Language: Python - Size: 2.97 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 265 - Forks: 44

catqaq/OpenTextClassification

OpenTextClassification is all you need for text classification! Open text classification for everyone, enjoy your NLP journey! 这可能是目前为止最全面的开源文本分类项目，支持中英双语、多种模型、多种任务。

Language: Python - Size: 315 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 206 - Forks: 20

Alibaba-MIIL/ASL

Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper

Language: Python - Size: 1.46 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 757 - Forks: 101

tomtung/omikuji

An efficient implementation of Partitioned Label Trees & its variations for extreme multi-label classification

Language: Rust - Size: 22.1 MB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 88 - Forks: 11

scikit-multilearn-ng/scikit-multilearn-ng

A new maintained "successor" to scikit-multilearn, a scikit-learn based module for multi-label et. al. classification

Language: Python - Size: 44.2 MB - Last synced at: 29 days ago - Pushed at: 10 months ago - Stars: 22 - Forks: 1

Alibaba-MIIL/TResNet

Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)

Language: Python - Size: 1.03 MB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 474 - Forks: 63

monk1337/Graph-Neural-networks-for-NLP

Graph Neural networks for NLP

Size: 618 KB - Last synced at: 12 days ago - Pushed at: over 4 years ago - Stars: 27 - Forks: 5

gabmoreira/subspaces

Code for the paper Learning Visual-Semantic Subspace Representations

Language: Python - Size: 1.6 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 1

clementapa/CelebFaces_Attributes_Classification

This repository is related to a project of the Introduction to Numerical Imaging (i.e, Introduction à l'Imagerie Numérique in French), given by the MVA Masters program at ENS-Paris Saclay. It was entirely build from scratch and contains code in PyTorch Lightning to train and then use a neural network for image classification. We used it to create a classifier allowing semantic attributes classification of faces with the dataset CelebA-HQ.

Language: Jupyter Notebook - Size: 168 MB - Last synced at: 26 days ago - Pushed at: almost 2 years ago - Stars: 33 - Forks: 4

pangwong/pytorch-multi-label-classifier

A pytorch implemented classifier for Multiple-Label classification

Language: Python - Size: 5.23 MB - Last synced at: about 2 months ago - Pushed at: about 7 years ago - Stars: 315 - Forks: 71

kunaldahiya/pyxclib

Tools for multi-label classification problems.

Language: Python - Size: 7.46 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 127 - Forks: 36

kabbi159/awesome-image-tagging

A paper list of awesome Image Tagging

Size: 43 KB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 73 - Forks: 9

ASUS-AICS/LibMultiLabel-Old-Archive

This library has been moved to https://github.com/ntumlgroup/LibMultiLabel

Language: Python - Size: 1.81 MB - Last synced at: 14 days ago - Pushed at: 8 months ago - Stars: 153 - Forks: 28

hscspring/Multi-Label-Text-Classification-for-Chinese

pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.

Language: Python - Size: 52.7 KB - Last synced at: 8 days ago - Pushed at: over 5 years ago - Stars: 75 - Forks: 24

fitushar/WeaklySupervised-3D-Classification-of-Chest-CT-using-Aggregated-MultiResolution-Segmentation-Feature

This Repo contains the updated implementation of our paper "Weakly supervised 3D classification of chest CT using aggregated multi-resolution deep segmentation features", Proc. SPIE 11314, Medical Imaging 2020: Computer-Aided Diagnosis, 1131408 (16 March 2020)

Language: Python - Size: 8.68 MB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 25 - Forks: 4

RandolphVI/Multi-Label-Text-Classification

About Muti-Label Text Classification Based on Neural Network.

Language: Python - Size: 451 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 556 - Forks: 143

torleifg/multi-label-bert-classifier

A collection of Jupyter Notebooks for fine-tuning BERT models on multi-label classification tasks (e.g. genre and form classification of book reviews).

Language: Jupyter Notebook - Size: 34.6 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

philqc/deep-value-networks-pytorch

Structured Prediction with Deep Value Networks (PyTorch implementation)

Language: Python - Size: 85 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 14 - Forks: 5

elijahcole/single-positive-multi-label

Multi-Label Learning from Single Positive Labels - CVPR 2021

Language: Python - Size: 25.8 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 95 - Forks: 19

cissagatto/SimilaritiesMultiLabel

This code is part of my Ph.D. research. The aim is generate similarity matrices from similarity measures.

Language: R - Size: 342 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

aqibsaeed/Multilabel-timeseries-classification-with-LSTM

Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.

Language: Jupyter Notebook - Size: 8.79 KB - Last synced at: about 1 month ago - Pushed at: about 8 years ago - Stars: 574 - Forks: 186

mwydmuch/xCOLUMNs

Consistent Optimization of Label-wise Utilities in Multi-label classificatioN

Language: Python - Size: 3.27 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 1 - Forks: 1

cissagatto/HPML

This repository hold all experiments conducted during my PhD (2019-2023). HPML means "Hybrid Partitions for Multi-Label Classification". SET-UP-1

Size: 1.78 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

m-pektas/Performance-Analysis-of-Efficient-Deep-Learning-Models-for-MultiLabel-Classification-of-Fundus-Image

Eye Disease Diagnosis

Language: Python - Size: 425 KB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 9 - Forks: 0

GeorgeBatch/dependency-mil

[ISBI 2024] Accurate Subtyping of Lung Cancers by Modelling Class Dependencies

Language: Python - Size: 599 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 1

FardinHash/multilabel-classification-llm

Multi-label classification using LLMs, with additional enhancements using quantization and LoRA (Low-Rank Adaptation). Get better performance on GPU.

Language: Jupyter Notebook - Size: 9.31 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 0

YuqingWang1029/Multiple-instance-learning

Pytorch implementation of three Multiple Instance Learning or Multi-classification papers

Language: Python - Size: 20.5 KB - Last synced at: 3 months ago - Pushed at: almost 6 years ago - Stars: 133 - Forks: 23

alexeyev/kyrgyz-multi-label-topic-classification

Multi-label 24.kg Kyrgyz news articles classification into 20 topics: data & baselines

Language: Python - Size: 933 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0

lab-v2/PyEDCR

PyEDCR is a metacognitive neuro-symbolic method for learning error detection and correction rules in deployed ML models using combinatorial sub-modular set optimization

Language: Python - Size: 16.2 GB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 4 - Forks: 1

feyzaakyurek/newsframing

Code repository for ACL2020 paper Multi-label and Multilingual News Framing Analysis

Language: Jupyter Notebook - Size: 2.7 MB - Last synced at: 2 months ago - Pushed at: almost 5 years ago - Stars: 7 - Forks: 1

the-mercury/CIHMLC

Chest X-ray Classification

Language: Python - Size: 3 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

jwliao1209/Instrument-Activity-Detection

🎼 2024 NTU GICE DeepMIR HW1

Language: Python - Size: 1.15 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

mkschulz9/multi-label-text-classification

Multi-label text classification in Reddit comments using statistical and learned features.

Language: Jupyter Notebook - Size: 291 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

usaeva-a/PET-projects

Language: Jupyter Notebook - Size: 45.5 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

ppontisso/Extreme-Multi-Label-Classification

Introduction Notebook to Extreme Multi-Label Classification problem (XML)

Language: Jupyter Notebook - Size: 1.3 MB - Last synced at: about 2 months ago - Pushed at: almost 7 years ago - Stars: 22 - Forks: 6

brightmart/multi-label_classification

transform multi-label classification as sentence pair task, with more training data and information

Language: Python - Size: 61.5 KB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 178 - Forks: 29

xuyxu/Multi-Label-Neural-Network

Multi Label Neural Network

Language: Matlab - Size: 138 KB - Last synced at: 4 days ago - Pushed at: over 8 years ago - Stars: 5 - Forks: 3

xiaohan2012/multi-label-text-classification

Mutli-label text classification using ConvNet and graph embedding (Tensorflow implementation)

Language: Jupyter Notebook - Size: 776 KB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 44 - Forks: 15

jiko23/JAYANTA_TECGIG

AUTOMATIC MULTI-LABEL CLASSIFICATION

Language: Python - Size: 985 KB - Last synced at: 4 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 1

ntumlgroup/LibMultiLabel-mlgroup-Old-Archive Fork of ASUS-AICS/LibMultiLabel-Old-Archive 📦

DEPRECATED, please move to https://github.com/ntumlgroup/LibMultiLabel. We will delete this repo in the near future.

Language: Python - Size: 18.6 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 3 - Forks: 2

QData/LaMP

ECML 2019: Graph Neural Networks for Multi-Label Classification

Language: Python - Size: 441 KB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 90 - Forks: 18

zabir-nabil/EmotionsInTheWild-CNN-Benchmarks

Emotion (Context + Facial) recognition in the wild using ConvNets (EfficientNet, ResNet, ResNext)

Language: Python - Size: 3.04 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 4

cheng-li/pyramid

Open source Machine Learning library written in Java

Language: Java - Size: 4.81 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 186 - Forks: 54

sankalp112kashyap/ChestX-RayMultiLabelClassification

Deep learning model for automated classification of catheter and tube positions in chest X-rays, achieving 93% accuracy across 11 position categories.

Language: Jupyter Notebook - Size: 20.5 KB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

ml-lab-sau/BT-MA

BT-MA is a Multi-label Machine learning model

Size: 3.91 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

anurima-saha/Multilabel_Image_Classification

Language: Jupyter Notebook - Size: 5.55 MB - Last synced at: 4 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

hellonlp/classifier-multi-label

多标签文本分类，多标签分类，文本分类, multi-label, classifier, text classification, BERT, seq2seq，attention, multi-label-classification

Language: Python - Size: 3.5 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 716 - Forks: 143

AK-qr/Multi-Label-Classification

Multi-label classification project

Language: Jupyter Notebook - Size: 4.62 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

unina-sfere/NN4OCMSP

Out-of-control signal interpretation in multiple stream processes using artificial neural networks

Language: Jupyter Notebook - Size: 1.66 MB - Last synced at: 24 days ago - Pushed at: 7 months ago - Stars: 1 - Forks: 1

danaiamirali/reuters-text-classification

Applying Transformer-based models to the imbalanced multi-label Reuters News Dataset text classification task.

Language: Python - Size: 229 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

sunanhe/MKT

Official implementation of "Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer".

Language: Python - Size: 1.81 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 119 - Forks: 6

AlessioLucciola/eeg-personality-estimation

This project proposes an innovative approach to personality estimation from EEG data using Transformer architectures.

Language: Python - Size: 88.3 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

siddsax/XML-CNN

Pytorch implementation of the paper Deep learning for extreme multi-label text classification

Language: Python - Size: 11.3 MB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 63 - Forks: 8

TanyaChutani/Text-Multilabel-Classification-BERT-Tf2.x

Text-Multilabel-Classification-BERT-Tf2.0

Language: Python - Size: 16.6 KB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

gsurma/image_tagger

CNN multi-label image classifier 🖼️.

Language: Jupyter Notebook - Size: 13.8 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 21 - Forks: 5

Ruben165/text-mining-experiment

Text Mining Experiments

Language: Jupyter Notebook - Size: 1.3 MB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

nazmul-karim170/FIP-Fisher-Backdoor-Removal

[CCS'24] Official Implementation of "Fisher Information guided Purification against Backdoor Attacks"

Language: Python - Size: 1.19 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 1

FilipPavicic/Master_thesis

Master thesis on University of Zagreb, Faculty of Electrical Engineering and Computing, master program Computer science (supervisor: Assoc. Prof., Ph.D. Marko Cupić)

Language: Jupyter Notebook - Size: 101 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

XL-SHAO/CoralConditionDataset

Dataset of coral images conditions in Koh Tao, Thailand

Language: Python - Size: 33.7 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

veb-101/Kaggle-Human-Protein-Classification

Multi-label Image Classification using PyTorch

Language: Jupyter Notebook - Size: 1.16 MB - Last synced at: 3 months ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 3

cissagatto/HPML-Chains

This code is a part of my doctoral research at PPG-CC/DC/UFSCar in colaboration with Ku Leuven in Belgium.

Size: 2.23 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

cissagatto/MultiLabelFriedmanNemenyi

This repository provides a practical implementation of the Friedman and Nemenyi statistical tests specifically tailored for multi-label classification problems. These techniques are essential for evaluating and comparing the performance of multiple algorithms in experiments where each instance may belong to several classes simultaneously.

Language: R - Size: 164 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

cissagatto/plotHPML

his repository contains code for visualizing hybrid partitions, a method that plays a significant role in my PhD thesis. The code is designed to plot data partitions, specifically to highlight the differences between label clusters and instance clusters.

Language: R - Size: 74.2 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

cissagatto/Plot_HPML

This code plots the hybrid partitions and is part of my PhD Thesis. However, you can use this code to plot any data partition. It is very useful to visualize the label clusters, which differ from the instance clusters.

Language: R - Size: 276 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

tasrif-khondaker/H-CapsNet

H-CapsNet: A Capsule Network for Hierarchical Image Classification

Language: Jupyter Notebook - Size: 623 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 1

matteo-stat/transformers-nlp-multi-label-classification

This repo provides scripts for fine-tuning HuggingFace Transformers, setting up pipelines and optimizing multi-label classification models for inference. They are based on my experience developing a custom chatbot, I’m sharing these in the hope they will help others to quickly fine-tune and use models in their projects! 😊

Language: Python - Size: 31.3 KB - Last synced at: 4 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0