hierarchical-classification

There are 11 repositories under hierarchical-classification topic.

• Alibaba-NLP / HiAGM

  Hierarchy-Aware Global Model for Hierarchical Text Classification

  graph-neural-networkshierarchical-classificationtext-classification
  Language:Python 213

• morningmoni / HiLAP

  Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019

  hierarchical-classificationreinforcement-learningtext-classification
  Language:Python 140

• Ugenteraan / Deep_Hierarchical_Classification

  PyTorch Implementation of Deep Hierarchical Classification for Category Prediction in E-commerce System

  deep-learninghierarchical-classificationhierarchical-modelsimage-classificationneural-networkspythonpytorchpytorch-implementation
  Language:Python 92

• yumeng5 / WeSHClass

  [AAAI 2019] Weakly-Supervised Hierarchical Text Classification

  text-classificationweakly-supervised-learningneural-networkhierarchical-classificationkeras
  Language:Python 86

• yuzhimanhua / HiGitClass

  HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories (ICDM'19)

  hierarchical-classificationmetadatarepository-miningtext-classificationweakly-supervised-learning
  Language:Python 61

• acmi-lab / CHILS

  Code and results accompanying our paper titled CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets

  hierarchical-classificationmachine-learning
  Language:Python 56

• yuzhimanhua / HIMECat

  Hierarchical Metadata-Aware Document Categorization under Weak Supervision (WSDM'21)

  hierarchical-classificationmetadatatext-classificationweakly-supervised-learning
  Language:Python 45

• havelhakimi / TLA

  Code for the paper "Modeling Text-Label Alignment for Hierarchical Text Classification" acepted in ECML PKDD 2024

  hierarchical-classificationnlptext-classification
  Language:Python 28

• soumyac1999 / hyperbolic-label-emb-for-hmc

  Code for the paper Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification (EACL '21)

  hierarchical-classificationmultilabel-classificationhyperbolic-embeddingshyperbolic-label-embeddings
  Language:Python 24

• msadat3 / SciHTC

  The dataset and code for the EMNLP 2022 paper "Hierarchical Multi-Label Classification of Scientific Documents" are released here.

  hierarchical-classificationmulti-label-classificationtopic-classificationscientific-paper-classificationtopic-classification-dataset
  Language:HTML 20

• wbsg-uni-mannheim / productCategorization

  This repository contains code and data download instructions for the workshop paper "Improving Hierarchical Product Classification using Domain-specific Language Modelling" by Alexander Brinkmann and Christian Bizer.

  hierarchical-classificationlanguage-modellingproduct-categorizationtransformer-models
  Language:Python 17

• AlexYangLi / iswc2020_prodcls

  ISWC2020 Semantic Web Challenge - Product Classification Top1 Solution

  bertbert-classifierhierarchical-classificationpseudo-labelingtext-classification
  Language:Python 15

• glassroom / heinsen_tree

  Reference implementation of "Tree Methods for Hierarchical Classification in Parallel" (Heinsen, 2022) in PyTorch.

  classificationheinsen-treehierarchicalhierarchical-classificationpaperpytorchsemantic-treetreewordnetwordnet-classification
  Language:Python 14

• deepmancer / vlm-toolbox

  Vision-Language Models Toolbox: Your all-in-one solution for multimodal research and experimentation

  clipdeep-learningdeep-learning-librarymultimodal-datasetsmultimodal-deep-learningmultimodal-learningprompt-tuningsoft-prompt-tuningvision-and-languagevision-frameworkvision-language-transformerzero-shot-classificationhierarchical-classificationmulti-granularity-datasetpytorchtransformers
  Language:Jupyter Notebook 11

• fanway / HCCNN

  CNN for hierarchical text classification

  cnncnn-kerascnn-text-classificationhierarchical-classificationtensorflowkerasgensimword2vec
  Language:Python 9

• lab-v2 / PyEDCR

  PyEDCR is a metacognitive neuro-symbolic method for learning error detection and correction rules in deployed ML models using combinatorial sub-modular set optimization

  artificial-intelligencedata-sciencedeep-learningerror-detection-correctionhierarchical-classificationlogicmachine-learningmetacognitionneuro-symbolic-aineuro-symbolic-learningmetarule-learningsubmodular-optimizationcomputer-visiondino-v2vision-transformermilitary-vehicleslogic-programmingmulti-label-classificationnoise-tolerance
  Language:Python 6

• awaismohammad23 / Organizational-Hierarchy-In-ReactFlow

  This repo contains a simple hierarchy of an organization which will show that how the member structure looks in an organization.

  componentsflowhierarchical-classificationhierarchyorganizationreactreact-hooksreactflowreactjstrees
  Language:JavaScript 4

• tasrif-khondaker / H-CapsNet

  H-CapsNet: A Capsule Network for Hierarchical Image Classification

  capsule-networkcoarse-to-finedeep-neural-networksdeeplearningfine-grained-classificationhierarchical-classificationhierarchical-datahierarchical-image-classificationhierarchical-labelshierarchical-modelshierarchical-multilabelhierarchical-multitask-learningimage-classificationmulti-label-classificationtensorflowhierarchical-label-treehierarchical-multilabel-classification
  Language:Jupyter Notebook 4

• AlouiAmine / Entity-Discovery-And-Linking-System-2019

  bert-nerdeep-learninghierarchical-classificationhierarchical-datakeras-tensorflownamed-entity-recognitionnatural-language-processingontonotespytorch
  Language:Jupyter Notebook 3

• linhaowei1 / HMC

  The code of Hierarchical Multi-label Classification (HMC). It is a final course project of Natural Language Processing and Deep Learning, 2022 Fall.

  debertahierarchical-classificationhierarchical-modelsmulti-label-classificationnlpnlp-machine-learning
  Language:Python 3

• titicaca / hierarchical-text-classification

  Implementation of Hierarchical Text Classification

  classification-algorithmhierarchical-classificationtext-classification
  Language:Python 3

• aiml-au / classtree

  Classtree is a hierarchical classifier for images or text.

  classificationhierarchical-classificationmachine-learning
  Language:Python 2

• davidsbatista / GermEval-2019-Task_1

  GermEval 2019 Task 1 - Shared Task on Hierarchical Classification of Blurbs

  germevaltext-classificationhierarchical-classificationcompetitionsgermangerman-languagetext-mining
  Language:Python 2

• elgomes10 / ips_rfid

  This work is linked to the paper Sliding Window, Hierarchical Classification, Regression and Genetic Algorithm for RFID Indoor Positioning Systems submitted to the Expert Systems With Applications Journal.

  hierarchical-classificationlandmarclocation-indoorrfidsliding-window
  Language:Python 2

• hitman567 / hierarchical-classification

  cnncnn-kerascnn-classificationhierarchical-classificationbcnn
  Language:Python 2

• Sanushi-Salgado / Tumor-Teller-Prediction-Module

  Prediction module for Tumor Teller - primary tumor prediction system

  flask-servermachinelearning-pythonmulticlass-classificationhierarchical-classificationlocal-classifier-per-parent-nodesklearnimbalanced-dataimblearnmatplotlibprimary-tumor-classificationrandomoversampler
  Language:Python 2
• hierarchicalclassification

  FadelMamar / hierarchicalclassification

  Master thesis work: Exploring hierarchical label structure for better classification of drivers of tropical deforestation

  deep-learninghierarchical-classificationremote-sensing
  Language:Jupyter Notebook 1

• IvanPizarroQ / BA_CNN

  Implementation of BA-CNN paper

  deep-learninghierarchical-classification
  Language:HTML 1

• mikkoim / tiers

  A hierarchical label handling library for Python

  hierarchicallabelshierarchical-classification
  Language:Jupyter Notebook 1

• osu-cvl / agriculture

  Code for "Confidence-Driven Hierarchical Classification of Cultivated Plant Stresses"

  deep-learningcomputer-visionconfidence-estimationhierarchical-classificationagriculture
  Language:Python 1

• xp-song / photo-classify

  Classifying images into discrete categories based on keywords generated from the Google Cloud Vision API

  classificationkeyword-analysisphotograph-classificationdiscrete-categoriesjaccard-similarityjaccard-distancejaccard-indexhierarchical-clusteringhierarchical-classification
  1

• alagoz / hge_extended

  Hierarchy Generation and Exploitation through Extended LCPN Schemes

  hierarchical-classificationhierarchical-clusteringextended-lcpnhierarhcy-generationhierarchical-agglomerative-clusteringhierarchical-divisive-clustering
  Language:Python 0

• Migue8gl / HierarchicalTextClassification

  Personal project exploring text classification techniques for hierarchical structures between labels, focusing on learning and implementing various methods.

  hierarchical-classificationmachine-learningnlp-machine-learningpythonresearchtext-classification
  Language:Python 0

• qmarcou / keras_extra

  A collection of custom Tensorflow Keras objects mostly for hierarchical multilabel learning and recommender systems

  deep-learninghierarchical-classificationimbalanced-learningneural-networkrecommender-system
  Language:Python 0

• samuelebortolotti / NeSy-Interactive

  Code for paper: "Coherent Hierarchical Multi-Label Classification Networks". Later modified in order to handle multiple explainations

  deep-learningexplainable-aihierarchical-classificationpytorchc-hmcnninteractive-machine-learning
  Language:Python 0

• tasrif-khondaker / HD-CapsNet

  A consistency-aware deep capsule network for hierarchical multi-label image classification

  consistencyconsistency-losshd-capsnetcapsule-networkcoarse-to-finefine-grained-classificationhierarchical-classificationhierarchical-datahierarchical-image-classificationhierarchical-modelshierarchical-multilabelhierarchical-multitask-learningimage-classificationmulti-label-classification
  Language:Jupyter Notebook 0