RecBole

Get Started

  • Install RecBole
  • Quick Start

User Guide

  • Config Introduction
  • Data Module Introduction
  • Model Introduction
  • Training & Evaluation Introduction
  • Usage

Developer Guide

  • Customize Models
  • Customize Trainers
  • Customize DataLoaders
  • Customize Samplers
  • Customize Metrics

API REFERENCE:

  • recbole.config.configurator
  • recbole.data
  • recbole.evaluator
  • recbole.model
    • recbole.model.context_aware_recommender
    • recbole.model.exlib_recommender
    • recbole.model.general_recommender
    • recbole.model.knowledge_aware_recommender
    • recbole.model.sequential_recommender
    • recbole.model.abstract_recommender
    • recbole.model.init
    • recbole.model.layers
    • recbole.model.loss
  • recbole.quick_start
  • recbole.sampler
  • recbole.trainer.hyper_tuning
  • recbole.trainer.trainer
  • recbole.utils.case_study
  • recbole.utils.enum_type
  • recbole.utils.logger
  • recbole.utils.utils
RecBole
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  • recbole.model
  • View page source

recbole.modelΒΆ

  • recbole.model.context_aware_recommender
    • AFM
    • AutoInt
    • DCN
    • DeepFM
    • DSSM
    • FFM
    • FM
    • FNN
    • FwFM
    • LR
    • NFM
    • PNN
    • WideDeep
    • xDeepFM
  • recbole.model.exlib_recommender
    • recbole.model.exlib_recommender.xgboost
    • recbole.model.exlib_recommender.lightgbm
  • recbole.model.general_recommender
    • BPR
    • CDAE
    • ConvNCF
    • DGCF
    • DMF
    • FISM
    • GCMC
    • ItemKNN
    • LightGCN
    • LINE
    • MacridVAE
    • MultiDAE
    • MultiVAE
    • NAIS
    • NeuMF
    • NGCF
    • Pop
    • SGL
    • SimpleX
    • SpectralCF
    • NCL
  • recbole.model.knowledge_aware_recommender
    • CFKG
    • CKE
    • KGAT
    • KGCN
    • KGNNLS
    • KTUP
    • MKR
    • RippleNet
  • recbole.model.sequential_recommender
    • BERT4Rec
    • Caser
    • CORE
    • DIN
    • FDSA
    • FOSSIL
    • FPMC
    • GCSAN
    • GRU4Rec
    • GRU4RecF
    • GRU4RecKG
    • HGN
    • HRM
    • KSR
    • NARM
    • NextItNet
    • NPE
    • RepeatNet
    • S3Rec
    • SASRec
    • SASRecF
    • SHAN
    • SRGNN
    • STAMP
    • TransRec
  • recbole.model.abstract_recommender
  • recbole.model.init
  • recbole.model.layers
  • recbole.model.loss
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