machine-learning-apps / actions-ml-cicd
A Collection of GitHub Actions That Facilitate MLOps
☆207Updated 2 years ago
Alternatives and similar repositories for actions-ml-cicd:
Users that are interested in actions-ml-cicd are comparing it to the libraries listed below
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆389Updated 2 years ago
- 🎲 A curated list of MLOps projects, tools and resources☆186Updated 9 months ago
- Repository for makeinga a GitHub Actions for deploying to Kubeflow.☆35Updated 3 years ago
- Toy example of an applied ML pipeline for me to experiment with MLOps tools.☆207Updated 3 years ago
- Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools …☆125Updated 8 months ago
- Coarse-grained lineage and tracing for machine learning pipelines.☆467Updated 2 years ago
- A toolkit that streamlines and automates the generation of model cards☆428Updated last year
- The Fuzzy Labs guide to the universe of open source MLOps☆455Updated 7 months ago
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆260Updated 2 years ago
- Template repository for data science lifecycle project☆185Updated 4 years ago
- GitHub Action That Retrieves Model Runs From Weights & Biases☆60Updated 2 years ago
- ML pipeline orchestration and model deployments on Kubernetes.☆437Updated last year
- Basic and advanced MLflow examples for many ML flavors☆218Updated 6 months ago
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…☆142Updated 5 months ago
- Concept drift monitoring for HA model servers.☆101Updated last year
- Joining the modern data stack with the modern ML stack☆195Updated last year
- A collection of Machine Learning examples to get started with deploying RAPIDS in the Cloud☆139Updated 3 months ago
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆234Updated last year
- demo CI/CD pipeline using MLRun, Kubeflow and GitHub Actions☆50Updated 2 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆253Updated 4 months ago
- A repository that showcases how you can use ZenML with Git☆69Updated 6 months ago
- MLOps Python Library☆117Updated 2 years ago
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…☆318Updated 6 months ago
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆383Updated last month
- Example repo to kickstart integration with mlflow pipelines.☆74Updated 2 years ago
- Get started DVC project (NLP, random forest)☆177Updated 8 months ago
- 🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.☆144Updated 2 weeks ago
- Capturing model drift and handling its response - Example webinar☆107Updated 5 years ago
- Deploy MLflow with HTTP basic authentication using Docker☆101Updated last year
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆230Updated last year