ChenglongChen / Tensorflow Ltr
Tensorflow implementations of various Learning to Rank (LTR) algorithms.
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Programming Languages
python
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tensorflow-LTR
Ongoing projects for implementing various Learning to Rank (LTR) models.
- pointwise
- classification
- DNN
- LR
- classification
- 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:
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