Library for fast text representation and extreme classification.
machine-learning text-classification fasttext multi-label-classification extreme-classification extreme-multi-label-cassification extremetext
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Dec 20, 2020 - HTML
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extreme-classification
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Tools for multi-label classification problems.
python machine-learning multi-label-classification multi-label extreme-classification extreme-multi-label-classification
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Apr 19, 2025 - Python
An efficient implementation of Partitioned Label Trees & its variations for extreme multi-label classification
rust machine-learning supervised-learning classification multi-label-classification extreme-classification extreme-multi-label-classification
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Feb 20, 2024 - Rust
Extremely simple and fast extreme multi-class and multi-label classifiers.
python machine-learning classification hsm datasets multi-label-classification plt multi-class-classification extreme-classification probabilistic-label-trees xmlc label-tree-classifiers
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Nov 10, 2025 - C++
Implementation of DeepXML
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Mar 24, 2022 - Python
DECAF: Deep Extreme Classification with Label Features
python machine-learning deep-learning classification multi-label-classification decaf meta-data extreme-classification label-text label-features
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Mar 24, 2022 - Python
Deep Neural Network Ensembles for Extreme Classification
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Apr 20, 2019 - Python
ECLARE: Extreme Classification with Label Graph Correlations
python machine-learning deeplearning multi-label-classification gcn meta-data extreme-classification label-text graph-correlation label-correlations eclare
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Mar 24, 2022 - Python
GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification
python machine-learning deep-learning multi-label-classification extreme-classification graph-neural-networks galaxc
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Oct 28, 2021 - Python
Large Scale Search Index
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May 3, 2023 - Python
This is the official codebase for KDD 2021 paper Generalized Zero-Shot Extreme Multi-Label Learning
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Jul 25, 2022 - C++
Introduction Notebook to Extreme Multi-Label Classification problem (XML)
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Sep 9, 2018 - Jupyter Notebook
A Rust implementation of CRAFTML, an Efficient Clustering-based Random Forest for Extreme Multi-label Learning
rust machine-learning supervised-learning multilabel-classification classification-model extreme-classification extreme-multi-label-classification
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Mar 19, 2019 - Rust
eXtreme MultiLabel Classification tutorial notebook for Machine Learners (with video)
machine-learning notebook xml machinelearning embedding machine-learning-python multilabel-classification extreme-classification xml-tuto machine-learners
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Jan 29, 2018 - Jupyter Notebook
Extweme Wabbit implements Probabilistic Label Tree (PLT) algorithm for extreme multi-label classification in Vowpal Wabbit
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Mar 20, 2023 - C++
A Python text classifier for large-scale multi-class classification using Amazon Bedrock. Supports classification of 1000+ classes with LLM reranking and attribute validation.
python machine-learning text-classification semantic-search extreme-classification large-scale-classification llm amazon-bedrock attribute-validation
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Feb 14, 2026 - Python
Code for DEXA
clustering encoder extreme-classification large-language-models large-output-space auxiliary-classifier semantic-gap
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Sep 10, 2023 - Python
Project Repository for CS6370 : Information Retrieval offered in Fall 2018
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Dec 1, 2018 - Python
Official Code Base for ICLR 2024 paper Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction
machine-learning information-retrieval distillation extreme-classification large-scale-machine-learning
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Mar 14, 2024 - Python
Official Code for the paper ELMO : Efficiency via Low-precision and Peak Memory Optimization in Large Output Spaces (in ICML 2025)
chunking multi-label-classification extreme-classification low-precision-training large-output-space float8 triton-kernels gradient-fusion
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Jul 15, 2025 - Python
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