Chim-SO / cookiecutter-mlopsLinks
A logical, reasonably standardized, but flexible project structure for MLops.
☆47Updated 10 months ago
Alternatives and similar repositories for cookiecutter-mlops
Users that are interested in cookiecutter-mlops are comparing it to the libraries listed below
Sorting:
- Tutorials on creating a reproducible and maintainable data science project☆147Updated 3 years ago
- Template for a data science project☆732Updated 3 weeks ago
- Educational materials on deep learning by Weights & Biases☆638Updated 7 months ago
- Demo for CI/CD in a machine learning project☆112Updated 2 years ago
- Start building and deploying Python packages and Docker images for MLOps tasks.☆420Updated 5 months ago
- Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productio…☆95Updated last year
- Software design principles for machine learning applications☆369Updated 2 weeks ago
- Learn how to create, develop, and maintain a state-of-the-art MLOps code base☆579Updated last week
- Machine Learning for Imbalanced Data, published by Packt☆277Updated 7 months ago
- mlops template☆298Updated 7 months 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
- Practical guide to build end-to-end machine learning pipeline and deploy your model in production,☆71Updated 2 years ago
- A book of subtle code tricks and gem resources for all things data, machine learning and deep learning.☆168Updated 11 months ago
- Incremental ML learning in the real-world☆69Updated 6 months ago
- Simple steps to create an automated folder structure!☆57Updated 3 years ago
- Real-time Feature Pipelines in Python ⚡☆281Updated last year
- Repository with code examples of mlflow☆207Updated last week
- A simple guide to MLOps through ZenML and its various integrations.☆187Updated last year
- Tutorials for the Hopsworks Platform☆302Updated 2 weeks ago
- Python-centered read-along of Forecasting: Principles and Practice☆507Updated 11 months ago
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆134Updated 2 years ago
- Example machine learning pipeline with MLflow and Hydra☆92Updated 2 years ago
- Machine Learning Engineering with Python☆185Updated 2 years ago
- ☆57Updated last year
- Predict if a reservation will be canceled using robust Machine Learning pipelines with Airflow and Mlflow☆63Updated last year
- Machine Learning Engineering with MLflow, published by Packt☆117Updated last year
- A repository for all ZenML projects that are specific production use-cases.☆274Updated last week
- Slides for "Feature engineering for time series forecasting" talk☆61Updated 2 years ago
- Repo centralising material for the ULiege course INFO9023 "Machine Learning Systems Design (MLOps)".☆147Updated last month
- Applied Machine Learning Explainability Techniques, published by Packt☆244Updated last year