NVIDIA-Merlin / systemsLinks
Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature stores, nearest neighbor search, and exploration strategies) into end-to-end recommendation pipelines that can be served with Triton Inference Server.
☆93Updated last year
Alternatives and similar repositories for systems
Users that are interested in systems are comparing it to the libraries listed below
Sorting:
- Merlin Models is a collection of deep learning recommender system model reference implementations☆282Updated last year
- ☆104Updated 9 months ago
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆237Updated 2 years ago
- MLOps pipeline for NVIDIA Merlin on GKE☆41Updated 4 years ago
- ☆63Updated 3 weeks ago
- Official Repository for EvalRS @ CIKM 2022: a Rounded Evaluation of Recommender Systems☆72Updated last year
- NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocess…☆835Updated 6 months ago
- The deepr module provide abstractions (layers, readers, prepro, metrics, config) to help build tensorflow models on top of tf estimators☆52Updated last year
- A library for preparing, training, and evaluating scalable deep learning hybrid recommender systems using PyTorch.☆112Updated last year
- FIL backend for the Triton Inference Server☆81Updated 2 weeks ago
- Solutions to Recommender Systems competitions☆201Updated 2 years ago
- Multiple ways to model user preference in recommender systems☆15Updated last year
- Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data☆176Updated 10 months ago
- Behavioral "black-box" testing for recommender systems☆467Updated last year
- Distributed XGBoost on Ray☆148Updated last year
- 🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.☆143Updated 11 months ago
- Core Utilities for NVIDIA Merlin☆19Updated 10 months ago
- MLOps Python Library☆119Updated 3 years ago
- NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale da…☆1,089Updated 9 months ago
- Official Repository for EvalRS @ KDD 2023: a Rounded Evaluation of Recommender Systems☆30Updated last year
- RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems☆119Updated 3 years ago
- ☆167Updated 2 years ago
- ☆20Updated last year
- A fast numpy-based implementation of ranking metrics for information retrieval and recommendation.☆32Updated 2 years ago
- A deep ranking personalization framework☆134Updated last year
- We write sample code for two tower models for retrieval and add RLHF/RLAIF style alignment with a ranking model to make the retrieval mor…☆78Updated 4 months ago
- The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX☆418Updated last year
- Three examples of recommendation system pipelines with NVIDIA Merlin and Redis☆59Updated 2 months ago
- High performance distributed framework for training deep learning recommendation models based on PyTorch.☆407Updated last week
- Introduction to Ray Core Design Patterns and APIs.☆70Updated last year