Projects in Awesome Lists tagged with extreme-classification
A curated list of projects in awesome lists tagged with extreme-classification .
https://github.com/mwydmuch/extremeText
Library for fast text representation and extreme classification.
extreme-classification extreme-multi-label-cassification extremetext fasttext machine-learning multi-label-classification text-classification
Last synced: 11 May 2025
https://github.com/tomtung/omikuji
An efficient implementation of Partitioned Label Trees & its variations for extreme multi-label classification
classification extreme-classification extreme-multi-label-classification machine-learning multi-label-classification rust supervised-learning
Last synced: 09 Apr 2025
https://github.com/mwydmuch/napkinxc
Extremely simple and fast extreme multi-class and multi-label classifiers.
classification datasets extreme-classification hsm label-tree-classifiers machine-learning multi-class-classification multi-label-classification plt probabilistic-label-trees python xmlc
Last synced: 15 May 2025
https://github.com/mwydmuch/napkinXC
Extremely simple and fast extreme multi-class and multi-label classifiers.
classification datasets extreme-classification hsm label-tree-classifiers machine-learning multi-class-classification multi-label-classification plt probabilistic-label-trees python xmlc
Last synced: 11 May 2025
https://github.com/tomtung/craftml-rs
A Rust🦀 implementation of CRAFTML, an Efficient Clustering-based Random Forest for Extreme Multi-label Learning
classification-model extreme-classification extreme-multi-label-classification machine-learning multilabel-classification rust supervised-learning
Last synced: 20 Aug 2026
https://github.com/bicycleman15/skim
[KDD 2025] Code for the paper "On the Necessity of World Knowledge for Mitigating Missing Labels in Extreme Classification"
extreme-classification information-retrieval missing-labels small-language-models
Last synced: 10 Jul 2026
https://github.com/mwydmuch/xcolumns
Consistent Optimization of Label-wise Utilities in Multi-label classificatioN
extreme-classification inference-algorithms machine-learning ml multi-label-classification recommender-systems utility-optimization xmlc
Last synced: 27 Dec 2025