extreme-classification

There are 6 repositories under extreme-classification topic.

mwydmuch / extremeText
Library for fast text representation and extreme classification.
extreme-classification multi-label-classification extreme-multi-label-cassification text-classification fasttext extremetext machine-learning
Language:HTML 149
kunaldahiya / pyxclib
Tools for multi-label classification problems.
extreme-classification extreme-multi-label-classification machine-learning multi-label multi-label-classification python
Language:Python 124
omikuji
tomtung / omikuji
An efficient implementation of Partitioned Label Trees & its variations for extreme multi-label classification
extreme-classification machine-learning supervised-learning classification extreme-multi-label-classification multi-label-classification rust
Language:Rust 81
deepxml
Extreme-classification / deepxml
Implementation of DeepXML
deep-learning extreme-classification machine-learning python
Language:Python 61
mwydmuch / napkinXC
Extremely simple and fast extreme multi-class and multi-label classifiers.
extreme-classification multi-label-classification multi-class-classification plt hsm probabilistic-label-trees classification python machine-learning label-tree-classifiers datasets xmlc
Language:C++ 58
DECAF
Extreme-classification / DECAF
DECAF: Deep Extreme Classification with Label Features
classification decaf deep-learning extreme-classification label-features label-text machine-learning meta-data multi-label-classification python
Language:Python 52
PAN001 / Deep-Neural-Network-Ensembles-for-Extreme-Classification
Deep Neural Network Ensembles for Extreme Classification
deep-learning extreme-classification nerual-network
Language:Python 42
ECLARE
Extreme-classification / ECLARE
ECLARE: Extreme Classification with Label Graph Correlations
extreme-classification multi-label-classification label-text graph-correlation label-correlations gcn meta-data python machine-learning deeplearning eclare
Language:Python 41
Extreme-classification / GalaXC
GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification
deep-learning extreme-classification galaxc graph-neural-networks machine-learning multi-label-classification python
Language:Python 32
ppontisso / Extreme-Multi-Label-Classification
Introduction Notebook to Extreme Multi-Label Classification problem (XML)
embeding extreme-classification multi-label-classification tutorial xml
Language:Jupyter Notebook 23
nilesh2797 / zestxml
This is the official codebase for KDD 2021 paper Generalized Zero-Shot Extreme Multi-Label Learning
machine-learning extreme-classification generalized-zero-shot-learning large-scale-machine-learning
Language:C++ 19
gaurav16gupta / BLISS
Large Scale Search Index
extreme-classification nearest-neighbor-search search-algorithm
Language:Python 18
tomtung / craftml-rs
A Rust🦀 implementation of CRAFTML, an Efficient Clustering-based Random Forest for Extreme Multi-label Learning
extreme-classification machine-learning supervised-learning classification-model extreme-multi-label-classification multilabel-classification rust
Language:Rust 15
therhappy / xml-tuto
eXtreme MultiLabel Classification tutorial notebook for Machine Learners (with video)
multilabel-classification extreme-classification embedding xml xml-tuto machine-learners machine-learning machinelearning machine-learning-python notebook
Language:Jupyter Notebook 13
mwydmuch / extweme_wabbit
Extweme Wabbit implements Probabilistic Label Tree (PLT) algorithm for extreme multi-label classification in Vowpal Wabbit
extreme-classification multi-label-classification extreme-multi-label-classification vowpal-wabbit
Language:C++ 9
vishwakftw / extreme-classification
Project Repository for CS6370 : Information Retrieval offered in Fall 2018
autoencoders extreme-classification hierarchical-clustering pytorch
Language:Python 6
Extreme-classification / dexa
Code for DEXA
auxiliary-classifier clustering encoder extreme-classification large-language-models large-output-space semantic-gap
Language:Python 4
SupreethRao99 / eXtreme-Classification
eXtreme Classification, classifying gigabytes of natural language text in minutes
extreme-classification fasttext huggingface nlp text-classification
Language:Jupyter Notebook 1
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
Language:Python 0
ypapanik / subsetllda
topic-modeling llda extreme-classification multi-label-classification
Language:Java 0