extreme-classification 开源项目推荐（27 个）

mwydmuch /extremeText

Library for fast text representation and extreme classification.

kunaldahiya /pyxclib

Tools for multi-label classification problems.

NatLibFi /omikuji

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

mwydmuch /napkinXC

极其简单快速的极端多类多标签分类器。

Extreme-classification /deepxml

DeepXML 的实现

Extreme-classification /DECAF

DECAF: Deep Extreme Classification with Label Features

Extreme-classification /ECLARE

ECLARE: Extreme Classification with Label Graph Correlations

PAN001 /Deep-Neural-Network-Ensembles-for-Extreme-Classification

Deep Neural Network Ensembles for Extreme Classification

Extreme-classification /GalaXC

GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification

gaurav16gupta /BLISS

Large Scale Search Index

nilesh2797 /zestxml

This is the official codebase for KDD 2021 paper Generalized Zero-Shot Extreme Multi-Label Learning

ppontisso /Extreme-Multi-Label-Classification

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

tomtung /craftml-rs

A Rust🦀 implementation of CRAFTML, an Efficient Clustering-based Random Forest for Extreme Multi-label Learning

therhappy /xml-tuto

eXtreme MultiLabel Classification tutorial notebook for Machine Learners (with video)

mwydmuch /extweme_wabbit

Extweme Wabbit implements Probabilistic Label Tree (PLT) algorithm for extreme multi-label classification in Vowpal Wabbit

aws-samples /sample-extreme-text-classifier

A Python text classifier for large-scale multi-class classification using Amazon Bedrock. Supports classification of 1000+ classes with LLM reranking and attribute validation.

Extreme-classification /dexa

Code for DEXA

vishwakftw /extreme-classification

Project Repository for CS6370 : Information Retrieval offered in Fall 2018

xmc-aalto /elmo

Official Code for the paper ELMO : Efficiency via Low-precision and Peak Memory Optimization in Large Output Spaces (in ICML 2025)

bicycleman15 /skim

[KDD 2025] Code for the paper "On the Necessity of World Knowledge for Mitigating Missing Labels in Extreme Classification"