GitHub topics: extreme-multi-label-classification
amzn/pecos
PECOS - Prediction for Enormous and Correlated Spaces
Language: Python - Size: 5.76 MB - Last synced at: 5 days ago - Pushed at: 4 months ago - Stars: 536 - Forks: 108
tomtung/omikuji
An efficient implementation of Partitioned Label Trees & its variations for extreme multi-label classification
Language: Rust - Size: 22.1 MB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 88 - Forks: 11
OctoberChang/X-Transformer
X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification
Language: C++ - Size: 86.9 KB - Last synced at: 29 days ago - Pushed at: about 4 years ago - Stars: 138 - Forks: 29
kunaldahiya/pyxclib
Tools for multi-label classification problems.
Language: Python - Size: 7.46 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 127 - Forks: 36
TheNigthDawn/multi-label-text-classification
Multi-label text classification in Reddit comments using statistical and learned features.
Size: 1000 Bytes - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
xmc-aalto/bonsai
code for paper submission "Bonsai - Diverse and Shallow Trees for ExtremeMulti-label Classification"
Language: C++ - Size: 21.9 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 25 - Forks: 5
yuzhimanhua/MATCH
MATCH: Metadata-Aware Text Classification in A Large Hierarchy (WWW'21)
Language: Python - Size: 16.3 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 136 - Forks: 23
seijimorimoto/Parabel
Implementation of Parabel (Partitioned Label Trees for Extreme Classification) in Python
Language: Python - Size: 565 KB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 7 - Forks: 2
xmc-aalto/proxml
C++ implementation of ProXML for Extreme Multi-label Classification
Language: C++ - Size: 21.8 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 3
nilesh2797/ELIAS
Official codebase for End-to-end Learning to Index and Search in Large Output Spaces
Language: Jupyter Notebook - Size: 1.43 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 0
tomtung/craftml-rs 📦
A Rust🦀 implementation of CRAFTML, an Efficient Clustering-based Random Forest for Extreme Multi-label Learning
Language: Rust - Size: 47.9 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 15 - Forks: 3
xmc-aalto/dismecpp
A software package for large-scale linear multilabel classification.
Language: C++ - Size: 18.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0
mwydmuch/extweme_wabbit Fork of VowpalWabbit/vowpal_wabbit
Extweme Wabbit implements Probabilistic Label Tree (PLT) algorithm for extreme multi-label classification in Vowpal Wabbit
Language: C++ - Size: 142 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 1
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.
Language: Jupyter Notebook - Size: 314 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 2
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.
Language: Jupyter Notebook - Size: 7.63 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1
xmc-aalto/dismec
This repository contains the code from the paper DiSMEC - Distributed Sparse Machines for Extreme Multi-label Classification
Language: C - Size: 21.8 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 7 - Forks: 4