/tensorflow-LTR

Tensorflow implementations of various Learning to Rank (LTR) algorithms.

Primary LanguagePython

tensorflow-LTR

Ongoing projects for implementing various Learning to Rank (LTR) models.

  • pointwise
    • classification
      • DNN
      • LR
  • pairwise
    • RankNet
    • LambdaRank
  • listwise
    • ListNet (TODO)

References

[1] Hang Li, A Short Introduction to Learning to Rank

[2] Christopher J.C. Burges, From RankNet to LambdaRank to LambdaMART: An Overview

Acknowledgments

This project gets inspirations from the following projects: