Project details:

Project Name: RePlay
Github URL: https://github.com/sb-ai-lab/RePlay
Category: Recommender Systems
License: Apache-2
Package Managers: pypi:replay-rec
Additional context:

The article about the library was accepted for the 18th ACM Conference on Recommender Systems (RecSys '24).

• Video guides:

  • Replay for offline recommendations, AI Journey 2021

• Research papers:

  • RePlay: a Recommendation Framework for Experimentation and Production Use Alexey Vasilev, Anna Volodkevich, Denis Kulandin, Tatiana Bysheva, Anton Klenitskiy. In The 18th ACM Conference on Recommender Systems (RecSys '24)
  • Turning Dross Into Gold Loss: is BERT4Rec really better than SASRec? Anton Klenitskiy, Alexey Vasilev. In The 17th ACM Conference on Recommender Systems (RecSys '23)
  • The Long Tail of Context: Does it Exist and Matter?. Konstantin Bauman, Alexey Vasilev, Alexander Tuzhilin. In Workshop on Context-Aware Recommender Systems (CARS) (RecSys '22)
  • Multiobjective Evaluation of Reinforcement Learning Based Recommender Systems. Alexey Grishanov, Anastasia Ianina, Konstantin Vorontsov. In The 16th ACM Conference on Recommender Systems (RecSys '22)
  • Quality Metrics in Recommender Systems: Do We Calculate Metrics Consistently? Yan-Martin Tamm, Rinchin Damdinov, Alexey Vasilev. In The 15th ACM Conference on Recommender Systems (RecSys '21)