outerbounds / metaflow-tools
Tools and utilities for operating Metaflow in production
☆47Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for metaflow-tools
- Deploy production-grade Metaflow cloud infrastructure on AWS☆58Updated 3 months ago
- Experimental MLflow plugin for Google Cloud Vertex AI☆37Updated 8 months ago
- Joining the modern data stack with the modern ML stack☆193Updated last year
- Kedro Plugin to support running workflows on Kubeflow Pipelines☆53Updated 2 months ago
- A GitHub Action that makes it easy to use Great Expectations to validate your data pipelines in your CI workflows.☆80Updated 6 months ago
- Slack bot for monitoring your Metaflow flows!☆27Updated 3 years ago
- IbisML is a library for building scalable ML pipelines using Ibis.☆95Updated last month
- Plugins, extensions, case studies, articles, and video tutorials for Kedro☆63Updated last month
- Deployment tools/scripts for Metaflow!☆54Updated last year
- Code examples showing flow deployment to various types of infrastructure☆102Updated last year
- A do-framework project to simplify deployment of Kubeflow on Amazon EKS☆18Updated 7 months ago
- mlctl is the control plane for MLOps. It provides a CLI and a Python SDK for supporting key operations related to MLOps, such as "model t…☆25Updated 3 years ago
- Combinator.ml's central repo, documentation and website☆28Updated 2 years ago
- ☁️ Export Ploomber pipelines to Kubernetes (Argo), Airflow, AWS Batch, SLURM, and Kubeflow.☆45Updated 2 months ago
- Ingesting data with Pulumi, AWS lambdas and Snowflake in a scalable, fully replayable manner☆69Updated 2 years ago
- A software engineering framework to jump start your machine learning projects☆36Updated 5 months ago
- Prepare requirements and deploy Flyte using Helm☆58Updated 3 weeks ago
- ☆22Updated last week
- Helm charts for deploying Prefect Services☆100Updated this week
- real-time data + ML pipeline☆54Updated this week
- demo CI/CD pipeline using MLRun, Kubeflow and GitHub Actions☆49Updated 2 years ago
- Render Jupyter Notebooks With Metaflow Cards☆24Updated last month
- Repository for makeinga a GitHub Actions for deploying to Kubeflow.☆35Updated 2 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆248Updated last month
- Listens MLFlow model registry changes and deploy models based on configurations☆21Updated last year
- Code samples for the Effective Data Science Infrastructure book☆110Updated last year
- A reference implementation of an end to end, open-source MLOps platform.☆15Updated 2 years ago
- A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command☆66Updated last year
- ☆139Updated 3 months ago
- A repository that showcases how you can use ZenML with Git☆65Updated 3 months ago