mymlops / airflow-mlflowLinks
MLOps stack example using Airflow, MLflow and other popular tools.
☆44Updated 2 years ago
Alternatives and similar repositories for airflow-mlflow
Users that are interested in airflow-mlflow are comparing it to the libraries listed below
Sorting:
- A repository that showcases how you can use ZenML with Git☆69Updated 3 weeks ago
- "1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data…☆45Updated 9 months ago
- Tutorials/use cases of using Prefect in an ML project.☆41Updated 2 years ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆48Updated 3 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 4 months ago
- A tutorial on how to use kedro-mlflow plugin (https://github.com/Galileo-Galilei/kedro-mlflow) to synchronize training and inference and …☆39Updated 2 years ago
- Example repo to kickstart integration with mlflow recipes.☆44Updated 3 months ago
- Template repo for kickstarting recipes for regression use case☆54Updated 5 months ago
- Learn how to create reliable ML systems by testing code, data and models.☆87Updated 2 years ago
- Deploying Models to Production with Mlflow and AWS Sagemaker☆22Updated 3 years ago
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆56Updated 2 years ago
- A Machine Learning Pipeline built with MLflow, Prefect, BentoML, Streamlit and Evidently.☆26Updated 2 years ago
- Kedro Plugin to support running pipelines on AWS SageMaker.☆22Updated 3 months ago
- In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits☆106Updated 3 years ago
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆78Updated last year
- Demo on how to use Prefect with Docker☆25Updated 2 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆254Updated 7 months ago
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆82Updated 2 years ago
- Demo Computer Vision Project☆62Updated 2 years ago
- Dataset registry DVC project☆73Updated last year
- End to End example integrating MLFlow and Seldon Core☆51Updated 4 years ago
- Feature engineering package with sklearn like functionality☆54Updated 9 months ago
- Feast AWS guide using Redshift / Spectrum / DynamoDB to build a credit scoring model☆63Updated 3 years ago
- Demo for CI/CD in a machine learning project☆106Updated last year
- CI/CD pipeline with Amazon SageMaker and Github actions☆23Updated 2 years ago
- MLOps Lab Example using PyTorch to predict Yelp Reviews☆21Updated 4 years ago
- Demo on how to use Prefect 2 in an ML project☆41Updated 2 years ago
- Plugins, extensions, case studies, articles, and video tutorials for Kedro☆77Updated 5 months ago
- 🍪 Cookiecutter template for MLOps Project. Based on: https://mlops-guide.github.io/☆26Updated 4 years ago