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GitHub / GoogleCloudPlatform / mlops-with-vertex-ai
An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI
Stars: 292
Forks: 99
Open Issues: 20
License: apache-2.0
Language: Jupyter Notebook
Repo Size: 202 KB
Dependencies:
11
Created: almost 3 years ago
Updated: 7 months ago
Last pushed: about 1 year ago
Last synced: 7 months ago
Topics: gcp, google-cloud-platform, mlops, tensorflow, tfx, vertex-ai
Files
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Readme
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Dependencies
Dockerfile
docker
- gcr.io/tfx-oss-public/tfx 1.2.0 build
build/Dockerfile
docker
- gcr.io/tfx-oss-public/tfx 1.2.0 build
requirements.txt
pypi
- cloudml-hypertune ==0.1.0.dev6
- google-cloud-aiplatform ==1.4.2
- google-cloud-bigquery ==2.26.0
- google-cloud-bigquery-storage ==2.7.0
- kfp ==1.8.1
- pytest *