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Lib 1.2.2 Recommender
Lib 1.2.2 Recommender

Intro

  • Installation
  • Tutorial

User Guide

  • Data Processing
  • Feature Engineering
  • Model & Train
  • Evaluation & Save/Load
  • Recommendation
  • Embedding
  • Model Retrain

Deploy

  • Python Serving Guide
  • Rust Serving Guide
  • Online Computing Serving

Internal

  • Internal
    • Implementation Details
    • Data Info

API Reference

  • Data
    • Dataset
    • DataInfo
    • Split
    • TransformedSet
  • Algorithms
    • Base Classes
    • UserCF
    • ItemCF
    • SVD
    • SVD++
    • ALS
    • NCF
    • BPR
    • Wide & Deep
    • FM
    • DeepFM
    • YouTubeRetrieval
    • YouTubeRanking
    • AutoInt
    • DIN
    • Item2Vec
    • RNN4Rec
    • Caser
    • WaveNet
    • DeepWalk
    • NGCF
    • LightGCN
    • GraphSage
    • GraphSageDGL
    • PinSage
    • PinSageDGL
    • TwoTower
  • Evaluation
  • Serialization

Outro

  • Docker
  • Github
Back to top

Algorithms#

  • Base Classes
  • UserCF
  • ItemCF
  • SVD
  • SVD++
  • ALS
  • NCF
  • BPR
  • Wide & Deep
  • FM
  • DeepFM
  • YouTubeRetrieval
  • YouTubeRanking
  • AutoInt
  • DIN
  • Item2Vec
  • RNN4Rec
  • Caser
  • WaveNet
  • DeepWalk
  • NGCF
  • LightGCN
  • GraphSage
  • GraphSageDGL
  • PinSage
  • PinSageDGL
  • TwoTower
Next
Base Classes
Previous
TransformedSet
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