Multi Label Classification Python Packages

adaptive-classifier

A flexible, adaptive classification system for dynamic text classification

tfkit

🤖📇 handling multiple nlp task in one pipeline

omikuji

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

costsensitive

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

napkinxc

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

libmultilabel

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

bert-classifier

A repository for training transformer based models

nlp-models

A repository for training transformer based models

tlmtc

Transfer Learning for Multi-label Text Classification

scikit-multilearn-ng

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

preorder4mlc

Pre-Order Based Multi-Label Classification via pairwise classifiers and ILP search (BOPOs). Reference implementation accompanying the paper.

caver

Caver: a toolkit for multilabel text classification.

dacaf-mlc

This repo is designed to evaluate the performance of multi-label classification models on various datasets using Bayes optimal prediction (BOP) inference

nn4ocmsp

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

matrixreg

Multi-label text-classification algorithm for online learning

extremetext

Library for fast text representation and extreme classification.

xcolumns

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