extreme-multi-label-classification

There are 5 repositories under extreme-multi-label-classification topic.

• amzn / pecos

  PECOS - Prediction for Enormous and Correlated Spaces

  machine-learning-algorithmsextreme-multi-label-classificationextreme-multi-label-rankingtransformersapproximate-nearest-neighbor-search
  Language:Python 527

• OctoberChang / X-Transformer

  X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification

  extreme-multi-label-classificationpytorchtext-classificationtransformers
  Language:C++ 137

• kunaldahiya / pyxclib

  Tools for multi-label classification problems.

  machine-learningpythonextreme-classificationextreme-multi-label-classificationmulti-label-classificationmulti-label
  Language:Python 127

• yuzhimanhua / MATCH

  MATCH: Metadata-Aware Text Classification in A Large Hierarchy (WWW'21)

  extreme-multi-label-classificationmetadatamicrosoft-academic-graphscientific-text-miningtext-classification
  Language:Python 120
• omikuji

  tomtung / omikuji

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

  extreme-classificationmachine-learningsupervised-learningclassificationextreme-multi-label-classificationmulti-label-classificationrust
  Language:Rust 85

• xmc-aalto / bonsai

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

  classificationextreme-multi-label-classificationmulti-label-classificationsupervised-learning
  Language:C++ 27

• tomtung / craftml-rs

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

  classification-modelextreme-classificationextreme-multi-label-classificationmachine-learningmultilabel-classificationrustsupervised-learning
  Language:Rust 15

• nilesh2797 / ELIAS

  Official codebase for NeurIPS 2022 paper End-to-end Learning to Index and Search in Large Output Spaces

  extreme-multi-label-classificationsearch-indexlarge-output-space
  Language:Jupyter Notebook 12

• mwydmuch / extweme_wabbit

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

  extreme-classificationextreme-multi-label-classificationmulti-label-classificationvowpal-wabbit
  Language:C++ 9

• xmc-aalto / dismec

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

  classificationextreme-multi-label-classificationmulti-label-classificationsupervised-learning
  Language:C 8

• xmc-aalto / proxml

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

  classificationextreme-multi-label-classificationmulti-label-classificationsupervised-learning
  Language:C++ 8

• seijimorimoto / Parabel

  Implementation of Parabel (Partitioned Label Trees for Extreme Classification) in Python

  text-classificationextreme-multi-label-classificationone-vs-alltree-based-approachlinear-classifiers
  Language:Python 7

• xmc-aalto / dismecpp

  A software package for large-scale linear multilabel classification.

  extreme-multi-label-classificationlinear-classificationmultilabel-classificationsupervised-learning
  Language:C++ 6

• Beneboe / Multi-Label-Text-Classification

  Code used in my bachelors thesis. Contains the implementation of the coarse-grained approach and various figures that were used.

  extreme-multi-label-classificationnlpmachine-learning
  Language:Jupyter Notebook 4

• stxupengyu / Multi-Label-Classification-Data-Preprocessing

  对于多标签分类数据集的预处理。Data preprocessing for multi label classification.

  extreme-multi-label-classificationglove-embeddings
  Language:Jupyter Notebook 1