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:

• learning-rank-public
• learning2rank