Welcome to Orange3-Recommendation!

Orange3-Recommendation is a Python library that extends Orange3 to include support for recommender systems. The code is open source, and available on github.

User Guide

• Installation
• Tutorial
• Frequently Asked Questions

Widgets

• Baselines
• BRISMF
• SVD++
• TrustSVD

Scripting Reference

• Baselines (recommendation)
  • Global Average
  • User Average
  • Item Average
  • User-Item Baseline
• Rating (recommendation)
  • BRISMF
  • SVD++
  • TrustSVD
• Ranking (recommendation)
  • CLiMF
• Optimizers (recommendation.optimizers)
  • Stochastic Gradient Descent
  • Momentum
  • Nesterov’s Accelerated Gradient
  • AdaGradient
  • RMSProp
  • AdaDelta
  • Adam
  • Adamax

Performance

• Benchmarks
  • Rating
  • Ranking

Indices and tables

• Index
• Module Index
• Search Page