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Lib 1.1.0 Recommender

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Lib 1.1.0 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

Internal

Internal
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- Implementation Details
- Data Info

API Reference

Data
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- Dataset
- DataInfo
- Split
- TransformedSet
Algorithms
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- 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
Evaluation
Serialization

Outro

Docker
Github

v: v1.1.0

Versions: latest; stable; v1.1.0; v1.0.1; v1.0.0

Downloads

On Read the Docs: Project Home; Builds

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Serialization#

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