Chim-SO / cookiecutter-mlopsLinks
A logical, reasonably standardized, but flexible project structure for MLops.
☆48Updated last year
Alternatives and similar repositories for cookiecutter-mlops
Users that are interested in cookiecutter-mlops are comparing it to the libraries listed below
Sorting:
- Software design principles for machine learning applications☆375Updated 2 months ago
- Tutorials on creating a reproducible and maintainable data science project☆149Updated 3 years ago
- Start building and deploying Python packages and Docker images for MLOps tasks.☆425Updated 8 months ago
- Template for a data science project☆741Updated 2 months ago
- Learn how to create, develop, and maintain a state-of-the-art MLOps code base☆605Updated last month
- Machine Learning for Imbalanced Data, published by Packt☆277Updated 2 months ago
- Demo for CI/CD in a machine learning project☆114Updated 2 years ago
- Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productio…☆99Updated last year
- A book of subtle code tricks and gem resources for all things data, machine learning and deep learning.☆169Updated last year
- Predict if a reservation will be canceled using robust Machine Learning pipelines with Airflow and Mlflow☆64Updated last year
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆49Updated 3 years ago
- Educational materials on deep learning by Weights & Biases☆642Updated 9 months ago
- Repository with code examples of mlflow☆224Updated 2 months ago
- 🤓 A curated awesome list of Machine Learning Engineering resources. Feel free to contribute!☆297Updated last year
- ☆60Updated last year
- Machine Learning Engineering with MLflow, published by Packt☆117Updated 2 months ago
- ☆152Updated 11 months ago
- Example machine learning pipeline with MLflow and Hydra☆95Updated 2 years ago
- Incremental ML learning in the real-world☆69Updated 8 months ago
- Python-centered read-along of Forecasting: Principles and Practice☆509Updated last month
- A repository for all ZenML projects that are specific production use-cases.☆284Updated 2 months ago
- mlops template☆312Updated 9 months ago
- Interpretable ML with Python, 2E - published by Packt☆103Updated 2 months ago
- Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-…☆480Updated last year
- Applied Machine Learning Explainability Techniques, published by Packt☆246Updated 2 months ago
- Kickstart your MLOps initiative with a flexible, robust, and productive Python package.☆1,365Updated 2 weeks ago
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆134Updated 2 years ago
- This repository contains the files to build your very own AI image generation web application! Outlined are the core components of the F…☆172Updated 2 years ago
- Real-time Feature Pipelines in Python ⚡☆282Updated last year
- Fetch, transform and plot real-time OHLC data from Coinbase using Bytewax, Bokeh and Streamlit☆129Updated last year