Welcome to easyrec’s documentation!

Get Started

• Prerequisites
• Installation
  • Prepare environment
  • Install easyrec
  • Verification

Quick Run

• Background of example
• Prepare dataset
• Low-level APIs
• High-level APIs

Tutorials

• Feature columns
  • Data type-aware feature columns
  • Usage-aware feature columns

API Reference

• easyrec.models
  • easyrec.models.afm
  • easyrec.models.autoint
  • easyrec.models.dcn
  • easyrec.models.deep_crossing
  • easyrec.models.deepfm
  • easyrec.models.dssm
  • easyrec.models.ffm
  • easyrec.models.fm
  • easyrec.models.fnn
  • easyrec.models.lr
  • easyrec.models.mlp
  • easyrec.models.mmoe
  • easyrec.models.neumf
  • easyrec.models.nfm
  • easyrec.models.pnn
  • easyrec.models.wide_and_deep
  • easyrec.models.xdeepfm
• easyrec.blocks
  • easyrec.blocks.interaction
  • easyrec.blocks.nn

Indices and tables

• Index

• Module Index