NVIDIA-Merlin / gcp-ml-ops
MLOps pipeline for NVIDIA Merlin on GKE
☆41Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for gcp-ml-ops
- This repository compiles prescriptive guidance and code samples for the operationalization of NVIDIA Merlin framework on Google Cloud Ver…☆34Updated 2 years ago
- 🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.☆135Updated 4 months ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 3 years ago
- This project shows how to serve an TF based image classification model as a web service with TFServing, Docker, and Kubernetes(GKE).☆120Updated 2 years ago
- Project demonstrating dual model deployment scenarios using Vertex AI (GCP).☆35Updated 2 years ago
- Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature sto…☆90Updated 4 months ago
- ☆99Updated last month
- ☆61Updated 2 months ago
- Codes, scripts, and notebooks on various aspects of transformer models.☆27Updated last year
- A collection of Machine Learning examples to get started with deploying RAPIDS in the Cloud☆138Updated last week
- Metaflow tutorials for ODSC West 2021☆65Updated 2 years ago
- Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.☆30Updated 2 years ago
- https://blog.tensorflow.org/2021/12/continuous-adaptation-for-machine.html☆28Updated 2 years ago
- Plugin for deploying MLflow models to TorchServe☆105Updated last year
- Solutions to Recommender Systems competitions☆199Updated 2 years ago
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆229Updated last year
- Official Repository for EvalRS @ CIKM 2022: a Rounded Evaluation of Recommender Systems☆68Updated 7 months ago
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆53Updated 2 years ago
- The project completed for MLops Engineering Lab #1 by Team #1. See our wiki for more info☆16Updated 3 years ago
- demo CI/CD pipeline using MLRun, Kubeflow and GitHub Actions☆49Updated 2 years ago
- Multiple ways to model user preference in recommender systems☆14Updated 6 months ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 2 years ago
- Library for Multi-objective optimization in Gradient Boosted Trees☆77Updated 2 months ago
- Merlin Models is a collection of deep learning recommender system model reference implementations☆262Updated 6 months ago
- BentoML Example Projects 🎨☆134Updated 2 years ago
- The deepr module provide abstractions (layers, readers, prepro, metrics, config) to help build tensorflow models on top of tf estimators☆50Updated 11 months ago
- ☆27Updated last year
- 🛠️ Tools for Transformers compression using PyTorch Lightning ⚡☆79Updated this week
- Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools …☆125Updated 4 months ago
- ☆86Updated 2 years ago