RecBole

Get Started

  • Install RecBole
  • Quick Start
  • Distributed Training

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
  • Config
  • recbole.data
  • recbole.evaluator
  • recbole.model
    • recbole.model.context_aware_recommender
    • recbole.model.exlib_recommender
      • recbole.model.exlib_recommender.xgboost
      • XGBoost
      • recbole.model.exlib_recommender.lightgbm
      • LightGBM
    • recbole.model.general_recommender
    • recbole.model.knowledge_aware_recommender
    • recbole.model.sequential_recommender
    • recbole.model.abstract_recommender
    • AbstractRecommender
    • AutoEncoderMixin
    • ContextRecommender
    • GeneralRecommender
    • KnowledgeRecommender
    • SequentialRecommender
    • recbole.model.init
    • xavier_normal_initialization()
    • xavier_uniform_initialization()
    • recbole.model.layers
    • AttLayer
    • BaseFactorizationMachine
    • BiGNNLayer
    • CNNLayers
    • ContextSeqEmbAbstractLayer
    • ContextSeqEmbLayer
    • Dice
    • FLEmbedding
    • FMEmbedding
    • FMFirstOrderLinear
    • FeatureSeqEmbLayer
    • FeedForward
    • ItemToInterestAggregation
    • LightMultiHeadAttention
    • LightTransformerEncoder
    • LightTransformerLayer
    • MLPLayers
    • MultiHeadAttention
    • SequenceAttLayer
    • SparseDropout
    • TransformerEncoder
    • TransformerLayer
    • VanillaAttention
    • activation_layer()
    • recbole.model.loss
    • BPRLoss
    • EmbLoss
    • EmbMarginLoss
    • RegLoss
  • recbole.quick_start
  • load_data_and_model()
  • objective_function()
  • run_recbole()
  • run_recboles()
  • recbole.sampler
  • AbstractSampler
  • KGSampler
  • RepeatableSampler
  • Sampler
  • SeqSampler
  • recbole.trainer.hyper_tuning
  • ExhaustiveSearchError
  • HyperTuning
  • exhaustive_search()
  • recbole.trainer.trainer
  • AbstractTrainer
  • DecisionTreeTrainer
  • KGATTrainer
  • KGTrainer
  • LightGBMTrainer
  • MKRTrainer
  • NCLTrainer
  • PretrainTrainer
  • RaCTTrainer
  • RecVAETrainer
  • S3RecTrainer
  • TraditionalTrainer
  • Trainer
  • XGBoostTrainer
  • recbole.utils.case_study
  • full_sort_scores()
  • full_sort_topk()
  • recbole.utils.enum_type
  • EvaluatorType
  • FeatureSource
  • FeatureType
  • InputType
  • KGDataLoaderState
  • ModelType
  • recbole.utils.logger
  • RemoveColorFilter
  • init_logger()
  • set_color()
  • recbole.utils.utils
  • calculate_valid_score()
  • dict2str()
  • early_stopping()
  • ensure_dir()
  • get_flops()
  • get_gpu_usage()
  • get_local_time()
  • get_model()
  • get_tensorboard()
  • get_trainer()
  • init_seed()
RecBole
  • recbole.model
  • recbole.model.exlib_recommender
  • View page source

recbole.model.exlib_recommender¶

  • recbole.model.exlib_recommender.xgboost
  • XGBoost
    • XGBoost.input_type
    • XGBoost.load_other_parameter()
    • XGBoost.load_state_dict()
    • XGBoost.to()
    • XGBoost.type
  • recbole.model.exlib_recommender.lightgbm
  • LightGBM
    • LightGBM.input_type
    • LightGBM.load_other_parameter()
    • LightGBM.load_state_dict()
    • LightGBM.to()
    • LightGBM.type
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