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: 44.3 MB - Last synced: about 20 hours ago - Pushed: about 21 hours ago - Stars: 16 - Forks: 1

jessehuijts/multi-label-classification

Multi label classification with sklearn

Language: Jupyter Notebook - Size: 113 KB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 0 - Forks: 0

scikit-multilearn/scikit-multilearn

A scikit-learn based module for multi-label et. al. classification

Language: Python - Size: 44.2 MB - Last synced: 9 days ago - Pushed: 4 months ago - Stars: 906 - Forks: 177

theopsall/multiSmote

A multi-label approach of the SMOTE algorithm

Language: Python - Size: 18.6 KB - Last synced: 26 days ago - Pushed: 26 days ago - Stars: 9 - Forks: 0

YuanchenBei/Awesome-Multi-Label-Learning-On-Graphs

A curated list of papers on multi-label learning on graphs (MLLG).

Size: 11.7 KB - Last synced: 27 days ago - Pushed: 27 days ago - Stars: 2 - Forks: 0

yongyehuang/zhihu-text-classification

[2017知乎看山杯 多标签 文本分类] ye组(第六名) 解题方案

Language: Jupyter Notebook - Size: 20.7 MB - Last synced: about 1 month ago - Pushed: about 6 years ago - Stars: 405 - Forks: 158

DeepWisdom/AutoDL

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

Language: Python - Size: 4.46 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 1,106 - Forks: 213

brightmart/text_classification

all kinds of text classification models and more with deep learning

Language: Python - Size: 14.1 MB - Last synced: 2 months ago - Pushed: 8 months ago - Stars: 7,723 - Forks: 2,579

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: 1.76 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 1 - Forks: 0

Waikato/meka

Multi-label classifiers and evaluation procedures using the Weka machine learning framework.

Language: Java - Size: 39.4 MB - Last synced: about 2 months ago - Pushed: 7 months ago - Stars: 197 - Forks: 75

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: 3.48 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 569 - Forks: 132

seung-lab/fastmorph

Multilabel and Grey 3D morphological image processing functions. Dilate, Erode, Opening, Closing.

Language: C++ - Size: 3.33 MB - Last synced: 19 days ago - Pushed: 5 months ago - Stars: 13 - Forks: 2

kunaldahiya/pyxclib

Tools for multi-label classification problems.

Language: Python - Size: 7.44 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 121 - Forks: 31

ml-lab-sau/Auxiliary-Label-Embedding-for-Multi-label-Learning-with-Missing-Labels

In this paper, we propose an approach for multi-label classification when label details are incomplete by learning auxiliary label matrix from the observed labels, and generating an embedding from learnt label correlations preserving the correlation structure in model coefficients.

Language: MATLAB - Size: 1.74 MB - Last synced: 3 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

chiennv2000/LR-GCN

Label-Representative Graph Convolutional Network for Multi-Label Text Classification

Language: Python - Size: 19.7 MB - Last synced: 20 days ago - Pushed: over 1 year ago - Stars: 10 - Forks: 2

ChristoferNal/multi-nilm

Multi-NILM: Multi Label Non Intrusive Load Monitoring

Language: Python - Size: 1 MB - Last synced: 3 months ago - Pushed: almost 4 years ago - Stars: 58 - Forks: 18

AliAbbasi/Multilabel-Image-Classification-with-Softmax

Multilabel image classification with softmax by python and tensorflow

Language: Python - Size: 7.1 MB - Last synced: 6 months ago - Pushed: over 5 years ago - Stars: 13 - Forks: 0

yourh/AttentionXML

Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification"

Language: Python - Size: 26.4 KB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 233 - Forks: 39

hellonlp/classifier_multi_label

multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification

Language: Python - Size: 691 KB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 138 - Forks: 41

cissagatto/Test-Best-Partition-Silhouette-Clus

This code is part of my Ph.D. research. Test the best hybrid partitions with Clus framework.

Size: 15.5 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

cissagatto/Generate-Partitions-Random1

This code is part of my doctoral research. The aim is to generate a specific version of random partitions for multilabel classification.

Language: R - Size: 16.9 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

cissagatto/Best-Partition-MiF1-Clus

This code is part of my Ph.D. research. This code selects the best partition using the CLUS framework. We choose the partition with the best Micro-F1.

Language: R - Size: 16.7 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

cissagatto/Generate-Partitions-Jaccard

This code is part of my doctoral research. The aim is to generate partitions from the Jaccard index for multilabel classification.

Language: R - Size: 18.3 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

cissagatto/Best-Partition-Kohonen-MaF1-Clus

This code is part of my doctoral research. The aim choose the best partition generated.

Language: R - Size: 15 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

cissagatto/Generate-Partitions-Random3

This code is part of my doctoral research. The aim is to generate a specific version of random partitions for multilabel classification.

Language: R - Size: 16.3 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

cissagatto/Test-Best-Partition-MaF1-Clus

This code is part of my Ph.D. research. Test the best hybrid partition chosen with Macro-F1 criteria using Clus framework.

Language: R - Size: 16.7 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

cissagatto/Exhaustive-MaF1-Clus

This code is part of my doctoral research. The aim is to build, validate and test all possible partitions for multilabel classification using CLUS framework.

Language: R - Size: 17.6 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

cissagatto/Best-Partition-MaF1-Clus

This code is part of my PhD research. This code select the best partition using the CLUS framework. We choose the partition with the best Macro-F1.

Language: R - Size: 16.8 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

cissagatto/Generate-Partitions-Random2

This code is part of my doctoral research. The aim is to generate a specific version of random partitions for multilabel classification.

Language: R - Size: 17.2 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

YuriWu/LIMO

The code of the LIMO algorithm proposed in our ICML'17 paper "A Unified View of Multi-Label Performance Measures"

Language: Matlab - Size: 916 KB - Last synced: 7 months ago - Pushed: over 6 years ago - Stars: 6 - Forks: 4

suraj-deshmukh/Keras-Multi-Label-Image-Classification

Keras- Multi Label Image Classification

Language: Jupyter Notebook - Size: 106 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 381 - Forks: 125

hinanmu/MLKNN

The implementation of the paper 'Ml-knn: A Lazy Learning Approach to Multi-Label Learning' in Pattern Recognition 2006

Language: Python - Size: 2.64 MB - Last synced: 7 months ago - Pushed: over 5 years ago - Stars: 43 - Forks: 19

alvarag/ML-DataTransformationIS

Instance selection for multi-label data by means of data transformation methods: binary-relevance, label powerset and random k-labelsets

Language: Java - Size: 10.5 MB - Last synced: 9 months ago - Pushed: almost 6 years ago - Stars: 1 - Forks: 1

ChristianSch/skml 📦

scikit-learn compatibel multi-label classification

Language: Python - Size: 3.24 MB - Last synced: 10 months ago - Pushed: about 6 years ago - Stars: 6 - Forks: 3

hiro4bbh/sticker

Package sticker provides a framework for multi-label classification.

Language: Go - Size: 229 KB - Last synced: 11 months ago - Pushed: about 6 years ago - Stars: 5 - Forks: 0

SophiaVei/Multi-Label---Multi-Instance-Learning

multi label and multi instance learning on DeliciousMIL dataset

Language: Python - Size: 188 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

faizaladhitama/Hierarchical-Multi-Label-Classification-API

Hierarchical Multi Label Hate Speech and Abusive Language Classification

Language: Python - Size: 1.26 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 7 - Forks: 2

ChaimaChekhaba/MLCOACH

Language: Python - Size: 1.49 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

IFF-0303/TA-DCL Fork of ZhangYH0502/TA-DCL

This is a multi-label classification method for medical images.

Size: 362 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

yang-ruixin/PyTorch-Image-Models-Multi-Label-Classification

Multi-label classification based on timm.

Language: Jupyter Notebook - Size: 13.8 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 74 - Forks: 7

Jopepato/multilabelMetrics

Metrics for measuring our multilabel model

Language: Python - Size: 401 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 29 - Forks: 5

hellonlp/classifier_multi_label_seq2seq_attention

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

Language: Python - Size: 176 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 32 - Forks: 7

WHUIR/SMTM

This is the java implementation of paper "Multi-label Dataless Text Classification with Topic Modeling", Daochen Zha, Chenliang Li, https://arxiv.org/abs/1711.01563

Language: Java - Size: 6.07 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 4 - Forks: 1

hellonlp/classifier_multi_label_denses

multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification

Language: Python - Size: 514 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 27 - Forks: 6

acadTags/Automated-Social-Annotation

Joint Multi-label Attention Network (JMAN)

Language: Python - Size: 59.1 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 11 - Forks: 3

nicoloverardo/matrix_regression

Multi-label text-classification algorithm from Popa, Zeitouni & Gardarin

Language: Python - Size: 27.3 KB - Last synced: 21 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

quqixun/ECG-MLC

Multi-label classfication of 8-leads ECGs.

Language: Python - Size: 29.5 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 1 - Forks: 0

prince-makwana/Autotagging-of-Question-and-Answers-of-Stackoverflow-Questions

This is a multi label text classification problem. The task is to extract keywords from Stack overflow question and answers, i.e., the problem of auto-tagging of question and answers.

Language: Jupyter Notebook - Size: 946 KB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 2 - Forks: 0

hongguopeng/Tensorflow1.X_Deep-Learning

Language: Jupyter Notebook - Size: 1.02 GB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

Jopepato/SMiLE

SMiLE algorithm for multilabel classification for missing labels

Language: Python - Size: 3.72 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 12 - Forks: 3

kbronik2017/Multi_Label_Segmentation_UCL

Multi-Label Multi/Single-Class Image Segmentation

Language: Python - Size: 149 MB - Last synced: about 1 month ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

mwydmuch/datasets4vw

Multiclass and multilabel datasets in Vowpal Wabbit format

Language: Shell - Size: 11.2 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 12 - Forks: 2

rodolfomp123/imb-mulan

The Mulan Framework with Multi-Label Resampling Algorithms

Language: HTML - Size: 19 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 2 - Forks: 3

barbaraneves/multi-label-stratification-skmultilearn

Multi-label data stratification with Scikit-multilearn.

Language: Jupyter Notebook - Size: 31.6 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 3 - Forks: 0

nicoloverardo/whatsout

Project for the Text Mining and Sentiment Analysis exam

Language: Jupyter Notebook - Size: 26.2 MB - Last synced: 19 days ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

dr-m-wasim/Multi-label-Biomedical-QC-Corpus

Multi-label biomedical question classification corpus

Size: 131 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 5 - Forks: 1

Tony607/Text_multi-class_multi-label_Classification

Reuters-21578 multi-class multi-label Classification with Keras

Language: Jupyter Notebook - Size: 29.3 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 39 - Forks: 19

abuyukcakir/gooweml

GOOWE-ML: A Novel Online Ensemble for Multi-Label Stream Classification

Language: Java - Size: 40.2 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 4 - Forks: 2

jdonini/stacking-audio-tagging

Implementation of the master's work.

Language: Python - Size: 990 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

YC-wind/bert-component

bert 组件开发

Language: Python - Size: 2.1 MB - Last synced: 4 months ago - Pushed: over 4 years ago - Stars: 1 - Forks: 0

lidalei/youtube-8m Fork of google/youtube-8m

Algorithms and implementations to participate in Kaggle YouTube-8M Video Understanding Competition

Language: Python - Size: 88.5 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

mendozamanu/herramienta-multilabel

Desarrollo de la herramienta para el estudio del problema de desequilibrio en problemas de clasificación multietiqueta

Language: Python - Size: 114 KB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 1 - Forks: 0