RecList / reclistLinks
Behavioral "black-box" testing for recommender systems
☆467Updated last year
Alternatives and similar repositories for reclist
Users that are interested in reclist are comparing it to the libraries listed below
Sorting:
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆238Updated 2 years ago
- Official Repository for EvalRS @ CIKM 2022: a Rounded Evaluation of Recommender Systems☆72Updated last year
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆868Updated 2 years ago
- Merlin Models is a collection of deep learning recommender system model reference implementations☆285Updated last year
- Joining the modern data stack with the modern ML stack☆198Updated 2 years ago
- 🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.☆143Updated last year
- Coarse-grained lineage and tracing for machine learning pipelines.☆470Updated 2 years ago
- Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data☆176Updated 11 months ago
- ☆104Updated 10 months ago
- The Fuzzy Labs guide to the universe of open source MLOps☆471Updated 2 months ago
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆264Updated 2 years ago
- A library of metrics for evaluating recommender systems☆580Updated last year
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆395Updated 6 months ago
- Solutions to Recommender Systems competitions☆202Updated 2 years ago
- ☆63Updated 2 months ago
- A general purpose recommender metrics library for fair evaluation.☆279Updated last year
- [AAAI 2024] Mab2Rec: Multi-Armed Bandits Recommender☆147Updated 9 months ago
- Multiple ways to model user preference in recommender systems☆16Updated last year
- 📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)☆615Updated 2 years ago
- Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature sto…☆94Updated last year
- NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocess…☆843Updated 8 months ago
- UpliftML: A Python Package for Scalable Uplift Modeling☆326Updated 2 years ago
- Toy example of an applied ML pipeline for me to experiment with MLOps tools.☆209Updated 3 years ago
- Software Architecture for ML engineers☆411Updated 3 years ago
- just a bunch of useful embeddings for scikit-learn pipelines☆503Updated 4 months ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated 9 months ago
- The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…☆172Updated 2 years ago
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).☆96Updated 2 years ago
- ☆347Updated 4 years ago
- skops is a Python library helping you share your scikit-learn based models and put them in production☆495Updated last week