machine-learning-apps / actions-ml-cicdLinks
A Collection of GitHub Actions That Facilitate MLOps
☆207Updated 3 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
Sorting:
- 🎲 A curated list of MLOps projects, tools and resources☆185Updated last year
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆394Updated 3 years ago
- Concept drift monitoring for HA model servers.☆101Updated 2 years ago
- ML pipeline orchestration and model deployments on Kubernetes.☆434Updated 2 years ago
- A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command☆72Updated 6 months ago
- Coarse-grained lineage and tracing for machine learning pipelines.☆469Updated 3 years ago
- End to End example integrating MLFlow and Seldon Core☆52Updated 5 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated last year
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆397Updated 10 months ago
- Joining the modern data stack with the modern ML stack☆201Updated 2 years ago
- Toy example of an applied ML pipeline for me to experiment with MLOps tools.☆209Updated 3 years ago
- Repository for makeinga a GitHub Actions for deploying to Kubeflow.☆35Updated 3 years ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆183Updated last year
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆265Updated 3 years ago
- A toolkit that streamlines and automates the generation of model cards☆440Updated 2 years ago
- The Fuzzy Labs guide to the universe of open source MLOps☆474Updated 6 months ago
- Get started DVC project (NLP, random forest)☆188Updated last year
- demo CI/CD pipeline using MLRun, Kubeflow and GitHub Actions☆51Updated 3 years ago
- MLOps Python Library☆120Updated 3 years ago
- Code accompanying the "Debugging machine learning in production" talk☆30Updated 3 years ago
- End to end MLRun demos☆93Updated 3 weeks ago
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…☆320Updated last year
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆151Updated last year
- ☆44Updated 2 years ago
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆241Updated 2 years ago
- PipelineX: Python package to build ML pipelines for experimentation with Kedro, MLflow, and more☆229Updated 2 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆233Updated last year
- A collection of Machine Learning examples to get started with deploying RAPIDS in the Cloud☆143Updated last year
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…☆142Updated last year
- BentoML Example Projects 🎨☆141Updated 10 months ago