Skip to content

Elliot v0.3.0 [Carmine]
Compare
Choose a tag to compare
@vitowalteranelli vitowalteranelli released this 01 Jul 17:17
· 29 commits to master since this release
v0.3.0
57629b4

ELLIOT v0.3.0 Release Notes

[v0.3.0] - 2021-06-30

Changed

  • early stopping strategies
  • offline recommendation files evaluation (ProxyRecommender, RecommendationFolder)
  • negative sampling evaluation
  • improved Microsoft Windows compatibility
  • binarization of explicit dataset
  • automatic loading of implicit datasets
  • multiple prefiltering
  • managing side information with modular loaders
  • alignment of side information with training data
  • improved Documentation: Model creation, Side Information loading, Early Stopping, Negative Sampling
  • added nDCG as formulated in Rendle's 2020 KDD paper
  • visual loader with tensorflow pipeline
  • added and fixing visual recsys method:
    • DVBPR
    • VBPR
    • DeepStyle
    • ACF
    • VNPR
  • added new recommender method
    • MF (Rendle's 2020 RecSys reproducibility paper)
    • EASER
    • RP3beta
    • iALS
Assets 2
Loading