Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow
☆241Apr 7, 2023Updated 3 years ago
Alternatives and similar repositories for recs-at-resonable-scale
Users that are interested in recs-at-resonable-scale are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Behavioral "black-box" testing for recommender systems☆473Aug 9, 2023Updated 2 years ago
- Joining the modern data stack with the modern ML stack☆202May 16, 2023Updated 2 years ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆874Jun 16, 2023Updated 2 years ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Feb 10, 2021Updated 5 years ago
- Ingesting data with Pulumi, AWS lambdas and Snowflake in a scalable, fully replayable manner☆70Jan 21, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Playground for using large language models into the Modern Data Stack for entity matching☆108Apr 1, 2023Updated 3 years ago
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).☆97Dec 19, 2022Updated 3 years ago
- Official Repository for EvalRS @ CIKM 2022: a Rounded Evaluation of Recommender Systems☆71Mar 21, 2024Updated 2 years ago
- NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocess…☆893Dec 5, 2024Updated last year
- A dbt package to run natural language queries☆10Jan 13, 2023Updated 3 years ago
- The Fuzzy Labs guide to the universe of open source MLOps☆481May 19, 2025Updated 11 months ago
- ☆23Jun 28, 2022Updated 3 years ago
- Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature sto…☆93Jun 11, 2024Updated last year
- NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale da…☆1,143Mar 12, 2026Updated last month
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Merlin Models is a collection of deep learning recommender system model reference implementations☆298May 4, 2024Updated 2 years ago
- Three examples of recommendation system pipelines with NVIDIA Merlin and Redis☆73Apr 22, 2025Updated last year
- reference implementations and use cases done with bauplan☆62Mar 30, 2026Updated last month
- Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.☆1,266Mar 12, 2026Updated last month
- A playground for running duckdb as a stateless query engine over a data lake☆220Jan 10, 2024Updated 2 years ago
- An experiment on explicit vs implicit feedback recommenders☆25Jan 21, 2018Updated 8 years ago
- Tools and utilities for operating Metaflow in production☆68Nov 12, 2025Updated 5 months ago
- An implementation of a full two-step recommendation pipeline applied on the Kaggle H&M data☆24Oct 17, 2022Updated 3 years ago
- The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX☆423Apr 16, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Slack bot for monitoring your Metaflow flows!☆29Oct 7, 2021Updated 4 years ago
- Deploy transformers serverless on AWS Lambda☆122Aug 20, 2021Updated 4 years ago
- A reference implementation of an end to end, open-source MLOps platform.☆15Nov 20, 2022Updated 3 years ago
- Framework for Interactive Evaluation of Recommender Systems☆35Aug 5, 2023Updated 2 years ago
- ☆13Jun 7, 2024Updated 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…☆401Feb 22, 2026Updated 2 months ago
- ☆11Oct 29, 2022Updated 3 years ago
- Load Testing ML Microservices for Robustness and Scalability☆14Feb 8, 2022Updated 4 years ago
- Notebooks on using transformers for sequential recommendation tasks☆16Jan 10, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Demo repository to lambda-fy your dbt runs☆11Sep 7, 2023Updated 2 years ago
- Listens MLFlow model registry changes and deploy models based on configurations☆20Jun 11, 2023Updated 2 years ago
- In-Session Personalization Workshop for eCommerce, April 2021, and the MICES Workshop in June 2021.☆24Jun 29, 2021Updated 4 years ago
- Performant, composable online learning☆16Feb 22, 2021Updated 5 years ago
- PyTorch optimizers with sparse momentum and weight decay☆10Oct 3, 2020Updated 5 years ago
- Deploy production-grade Metaflow cloud infrastructure on AWS☆70Dec 15, 2025Updated 4 months ago
- ☆12Oct 25, 2023Updated 2 years ago