ranking
torchsort
ranking | torchsort | |
---|---|---|
1 | 1 | |
2,714 | 739 | |
0.1% | - | |
6.3 | 7.2 | |
about 2 months ago | 4 months ago | |
Python | Python | |
Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
ranking
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[D] learning to Rank
There are many different models and loss functions used for ranking (Tensorflow Ranking offers a bunch, probably also available for Jax / Pytorch / etc., or easily convertible).
torchsort
What are some alternatives?
LightFM - A Python implementation of LightFM, a hybrid recommendation algorithm.
google-research - Google Research
RecBole - A unified, comprehensive and efficient recommendation library
fast-soft-sort - Fast Differentiable Sorting and Ranking
BERT-QE - Code and resources for the paper "BERT-QE: Contextualized Query Expansion for Document Re-ranking".
recommenders - Best Practices on Recommendation Systems
CSrankings - A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
spotlight - Deep recommender models using PyTorch.
rexmex - A general purpose recommender metrics library for fair evaluation.
rank_bm25 - A Collection of BM25 Algorithms in Python