GoogleCloudPlatform / nvidia-merlin-on-vertex-ai
This repository compiles prescriptive guidance and code samples for the operationalization of NVIDIA Merlin framework on Google Cloud Vertex AI.
☆34Updated 2 years ago
Related projects: ⓘ
- MLOps pipeline for NVIDIA Merlin on GKE☆41Updated 3 years ago
- Code labs for Vertex AI☆46Updated 2 years ago
- Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature sto…☆87Updated 3 months ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆36Updated 3 years ago
- Project demonstrating dual model deployment scenarios using Vertex AI (GCP).☆35Updated 2 years ago
- ☆2Updated last year
- https://blog.tensorflow.org/2021/12/continuous-adaptation-for-machine.html☆28Updated 2 years ago
- Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.☆29Updated 2 years ago
- Metaflow tutorials for ODSC West 2021☆65Updated 2 years ago
- ☆37Updated last year
- A collection of Machine Learning examples to get started with deploying RAPIDS in the Cloud☆138Updated last year
- Three examples of recommendation system pipelines with NVIDIA Merlin and Redis☆56Updated last year
- Scaling Python Machine Learning☆44Updated last year
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆225Updated last year
- Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools …☆125Updated 3 months ago
- The deepr module provide abstractions (layers, readers, prepro, metrics, config) to help build tensorflow models on top of tf estimators☆50Updated 10 months ago
- Enterprise Solution for Text Classification (using BERT)☆10Updated last year
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆74Updated 2 years ago
- ☆61Updated last week
- ☆97Updated this week
- Demonstration of the Model Training as a CI/CD System in Vertex AI☆27Updated 2 years ago
- ML Pipeline Generator is a tool for generating end-to-end pipelines composed of GCP components so that any customer can easily migrate th…☆49Updated 3 years ago
- This is an SDK for Google Cloud Explainable AI service. Explainable AI SDK helps users build explanation metadata for their models and vi…☆24Updated 2 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 2 years ago
- Building two tower models with Spotify data in GCP☆45Updated 9 months ago
- Dataset registry DVC project☆67Updated 4 months ago
- ☆29Updated 3 years ago
- This repository compiles prescriptive guidance and code samples demonstrating how to operationalize Google Research T5X framework on Goog…☆50Updated 4 months ago
- ☆17Updated 2 years ago
- The project completed for MLops Engineering Lab #1 by Team #1. See our wiki for more info☆16Updated 3 years ago