mlops-guide / mlops-template
🍪 Cookiecutter template for MLOps Project. Based on: https://mlops-guide.github.io/
☆25Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for mlops-template
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆45Updated 2 years ago
- Demo for CI/CD in a machine learning project☆93Updated last year
- MLOps maturity assessment☆57Updated last year
- ☆38Updated 2 years ago
- Tutorials on creating a reproducible and maintainable data science project☆138Updated 2 years ago
- Predict if a reservation will be canceled using robust Machine Learning pipelines with Airflow and Mlflow☆57Updated 10 months ago
- Demo Computer Vision Project☆59Updated last year
- Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productio…☆70Updated 11 months ago
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- Interact privately with your documents using the power of GPT, 100% privately, no data leaks☆33Updated last year
- An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell☆73Updated 2 years ago
- A tutorial on how to use kedro-mlflow plugin (https://github.com/Galileo-Galilei/kedro-mlflow) to synchronize training and inference and …☆37Updated 2 years ago
- An end-to-end project on customer segmentation☆82Updated last year
- Engineering MLOps, published by Packt☆177Updated last year
- ☆22Updated last year
- Find data quality issues and clean your data in a single line of code with a Scikit-Learn compatible Transformer.☆127Updated 11 months ago
- MLOps for deploying a Credit Risk model☆27Updated last year
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆248Updated last month
- Serving TensorFlow models with TensorFlow Serving☆44Updated 2 years ago
- Template repo for kickstarting recipes for regression use case☆50Updated 6 months ago
- Streamline scikit-learn model comparison.☆146Updated last year
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications☆97Updated last year
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆197Updated 2 years ago
- ☆31Updated last year
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆34Updated 11 months ago
- Start building and deploying Python packages and Docker images for MLOps tasks.☆338Updated 3 months ago
- Tutorials/use cases of using Prefect in an ML project.☆40Updated last year
- Learn how to create, develop, and maintain a state-of-the-art MLOps code base☆298Updated 3 months ago
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆64Updated 6 months ago
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Updated 2 years ago