gauravchak / two_tower_modelsLinks
We write sample code for two tower models for retrieval and add RLHF/RLAIF style alignment with a ranking model to make the retrieval more aligned with the ranking model on top
☆100Updated 11 months ago
Alternatives and similar repositories for two_tower_models
Users that are interested in two_tower_models are comparing it to the libraries listed below
Sorting:
- Multiple ways to model user preference in recommender systems☆17Updated last year
- Merlin Models is a collection of deep learning recommender system model reference implementations☆293Updated last year
- Curated list of recommnedation system topics☆154Updated 7 months ago
- Official Repository for EvalRS @ CIKM 2022: a Rounded Evaluation of Recommender Systems☆71Updated last year
- 🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.☆146Updated last year
- Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data☆174Updated last year
- ☆56Updated last year
- 🛍 A real-world e-commerce dataset for session-based recommender systems research.☆368Updated 8 months ago
- ☆105Updated last year
- ☆64Updated 7 months ago
- Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature sto…☆94Updated last year
- Behavioral "black-box" testing for recommender systems☆468Updated 2 years ago
- ☆82Updated 4 years ago
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆241Updated 2 years ago
- Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.☆1,239Updated last month
- Versatile End-to-End Recommender System☆464Updated 5 months ago
- Official repo for FF19: Session-based Recommender Systems☆40Updated 4 years ago
- A library of metrics for evaluating recommender systems☆581Updated 2 years ago
- Solutions to Recommender Systems competitions☆200Updated 3 years ago
- [AAAI 2024] Mab2Rec: Multi-Armed Bandits Recommender☆157Updated last year
- Python-based framework for building and evaluating session-based and session-aware recommender systems.☆390Updated 4 years ago
- ☆130Updated 2 years ago
- Building two tower models with Spotify data in GCP☆62Updated 2 years ago
- This compendium reviews significant published research contributions and industrial engineering practices in leveraging Generative AI and…☆71Updated this week
- An implementation of a full two-step recommendation pipeline applied on the Kaggle H&M data☆24Updated 3 years ago
- Complexly represent contents, build recommender systems, evaluate them. All in one place!☆36Updated last year
- embarrassingly shallow autoencoder☆68Updated 3 years ago
- SANSA - sparse EASE for millions of items☆44Updated last month
- NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocess…☆867Updated last year
- Simple but Flexible Recommendation Engine in PyTorch☆133Updated 3 years ago