Library for fast text representation and extreme classification.

Tools for multi-label classification problems.

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

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

Implementation of DeepXML

DECAF: Deep Extreme Classification with Label Features

Deep Neural Network Ensembles for Extreme Classification

ECLARE: Extreme Classification with Label Graph Correlations

GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification

Large Scale Search Index

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

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

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

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

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

Code for DEXA

Project Repository for CS6370 : Information Retrieval offered in Fall 2018

Official Code Base for ICLR 2024 paper Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction

An RShiny web application for visualizing high frequency meteorological data and identifying extreme climate events in the McMurdo Dry Valleys of Antarctica.

eXtreme Classification, classifying gigabytes of natural language text in minutes