mlops-on-gcp
ML workflow guidance
Provides resources and patterns for implementing machine learning workflows on Google Cloud Platform
779 stars
41 watching
3k forks
Language: Jupyter Notebook
last commit: 3 months ago Related projects:
Repository | Description | Stars |
---|---|---|
googlecloudplatform/runtimes-common | Tools and scripts for building, testing, and distributing container images on Google Cloud Platform | 94 |
jarlefosen/alfred-gcloud-shortcuts | Tools for automating interactions with Google Cloud Platform products | 51 |
omegaml/omegaml | An end-to-end MLOps platform that streamlines machine learning development, deployment, and collaboration. | 95 |
cdipaolo/goml | A Go library that provides an online machine learning framework with various algorithms and models | 1,568 |
googlecloudplatform/dataflowtemplates | A collection of pre-implemented data pipelines using Google Cloud Dataflow and Apache Beam | 1,154 |
googlecloudplatform/bank-of-anthos | An example application demonstrating how to modernize enterprise applications using Google Cloud products and Kubernetes. | 1,007 |
googlecloudplatform/click-to-deploy | A collection of pre-configured environments for deploying various Google Cloud-based applications | 730 |
googlecloudplatform/cloud-builders | A collection of reusable Docker images and scripts used to simplify Google Cloud Build workflows. | 1,381 |
mlrun/mlrun | A platform for managing and deploying machine learning workflows across the application lifecycle | 1,446 |
googlecloudplatform/cpp-samples | Demonstrates C++ interactions with various Google Cloud services | 167 |
google/praxis | A library designed to be usable by other JAX-based ML projects, providing optimized layers for machine learning at scale. | 178 |
aronchick/mlops-pipeline | Automates the end-to-end machine learning workflow from code commit to model deployment | 18 |
googleapis/google-cloud-cpp | A set of C++ libraries providing access to various Google Cloud Platform services. | 554 |
actions-hub/gcloud | A GitHub Action for interacting with Google Cloud Platform | 231 |
googlecloudplatform/cloud-builders-community | Community-contributed images for Google Cloud Build | 1,260 |