Repositories list

• xmc-topk-calibration

  Public
  Official Code for the paper How Well Calibrated are Extreme Multi-label Classifiers? An Empirical Analysis

  Python

  •0•0•0•0•Updated Aug 1, 2025Aug 1, 2025

• elmo

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

  chunkingmulti-label-classificationextreme-classification+ 5low-precision-traininglarge-output-spacefloat8triton-kernelsgradient-fusion

  Python

  •

  MIT License

  •1•2•0•0•Updated Jul 15, 2025Jul 15, 2025

• .github

  Public
  0•0•0•0•Updated Jul 3, 2025Jul 3, 2025

• LMTX

  Public
  Large Language Model as a Teacher for Zero-shot Tagging at Extreme Scales

  Python

  •0•0•0•0•Updated Jun 13, 2025Jun 13, 2025

• NeurIPS24-dst

  Public
  Official Code for the paper Navigating Extremes: Dynamic Sparsity in Large Output Spaces (in NeurIPS 2024)

  Python

  •0•2•0•0•Updated Dec 5, 2024Dec 5, 2024

• dismecpp

  Public
  A software package for large-scale linear multilabel classification.

  supervised-learningmultilabel-classificationextreme-multi-label-classification+ 1linear-classification

  C++

  •

  Other

  •1•7•0•0•Updated Aug 19, 2024Aug 19, 2024

• cascadexml

  Public
  Code for our paper CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label Classification

  Python

  •5•7•3•0•Updated Feb 23, 2024Feb 23, 2024

• ecml23-sparse

  Public
  ECML23 paper+code+supplementary

  C++

  •0•3•0•0•Updated Oct 5, 2023Oct 5, 2023

• inceptionxml

  Public
  Code for "InceptionXML: A Lightweight Framework with Synchronized Negative Sampling for Short Text Extreme Classification"

  Python

  •0•3•0•0•Updated Jul 26, 2023Jul 26, 2023

• mips-negative-sampling

  Public
  Python

  •1•3•0•0•Updated Jul 26, 2023Jul 26, 2023

• proxml

  Public
  C++ implementation of ProXML for Extreme Multi-label Classification

  supervised-learningclassificationmulti-label-classification+ 1extreme-multi-label-classification

  C++

  •

  BSD 3-Clause "New" or "Revised" License

  •3•8•2•1•Updated Jul 20, 2022Jul 20, 2022

• PWXMC

  Public
  Python

  •1•3•0•0•Updated May 21, 2022May 21, 2022

• adv-xmtc

  Public
  Python

  •2•2•0•0•Updated Jan 8, 2022Jan 8, 2022

• bonsai

  Public
  code for paper submission "Bonsai - Diverse and Shallow Trees for ExtremeMulti-label Classification"

  supervised-learningclassificationmulti-label-classification+ 1extreme-multi-label-classification

  C++

  •

  BSD 3-Clause "New" or "Revised" License

  •6•28•3•0•Updated Jul 27, 2019Jul 27, 2019

• dismec

  Public
  This repository contains the code from the paper DiSMEC - Distributed Sparse Machines for Extreme Multi-label Classification

  supervised-learningclassificationmulti-label-classification+ 1extreme-multi-label-classification

  C

  •4•8•1•0•Updated Jun 21, 2019Jun 21, 2019