Monolith

Monolith

  • Monolith简介

数据格式与参数

  • 数据格式
  • 模型参数

应用程序(API)

  • Data
  • Embedding
  • Layer
  • Model
  • Estimator

最佳实践

  • Demo
  • 数据流
  • 模型结构
Monolith
  • <no title>

  • Data
    • datasets
      • PBDataset
      • negative_gen()
      • transform()
    • dataset ops
      • filter_by_fids()
      • filter_by_feature_value()
      • negative_sample()
    • transforms
      • Compose
      • FilterByFid
      • FilterByAction
      • NegativeSample
      • FilterByFeature
      • LogicalOr
      • LogicalAnd
      • LogicalNot
    • parsers
      • parse_examples()
      • parse_example_batch()
  • Embedding
    • initializer
      • ZerosInitializer
      • ConstantsInitializer
      • RandomUniformInitializer
    • optimizer
      • SgdOptimizer
      • AdagradOptimizer
      • AdamOptimizer
      • FtrlOptimizer
    • compressor
      • Fp16Compressor
      • Fp32Compressor
  • Layer
    • basic
      • Dense
      • MLP
    • feature cross
      • GroupInt
      • FFM
      • AllInt
      • CDot
      • CAN
      • DCN
      • CIN
    • feature transform
      • AutoInt
      • SeNet
    • feature sequential
      • DIN
      • DIEN
      • DMR_U2I
    • multi-task
      • MMoE
      • SNR
    • sparse nas
      • NASGatingLayer
      • MixedNASLayer
      • SimpleNasLayer
      • SimpleNasV2Layer
    • logit correction
      • LogitCorrection
  • Model
    • MonolithModel
      • MonolithModel.create_embedding_feature_column()
      • MonolithModel.lookup_embedding_slice()
  • Estimator
    • EstimatorSpec
    • RunConfig
    • Estimator

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