{"repo":"fmind/mlops-python-package","free":true,"listed":false,"github":"https://github.com/fmind/mlops-python-package","clone":"git clone https://github.com/fmind/mlops-python-package.git","description":"A comprehensive Python package template to kickstart and standardize your MLOps initiatives and data pipelines.","language":"Jupyter Notebook","stars":1415,"topics":["mlops","python","automation","data-pipelines","data-science","machine-learning","mlflow","pandera","pydantic","data-engineering"],"license":"MIT","category":"data-pipelines","readme_excerpt":"MLOps Python Package This repository contains a Python code base with best practices designed to support your MLOps initiatives. The package leverages several tools and tips to make your MLOps experience as flexible, robust, productive as possible. You can use this package as part of your MLOps toolkit or platform (e.g., Model Registry, Experiment Tracking, Realtime Inference, ...). Related Resources : - LLMOps Coding Package (Example) : Example with best practices and tools to support your LLMOps projects. - MLOps Coding Course (Learning) : Learn how to create, develop, and maintain a state-of-the-art MLOps code base. - Cookiecutter MLOps Package (Template) : Start building and deploying Python packages and Docker images for MLOps tasks. - Agent Skills (Resource) : Enhance your AI Agents with standardized skills for MLOps and coding. Table of Contents - MLOps Python Package - Table of Contents - Install - Prerequisites - Installation - Next Steps - Usage - Configuration - Execution - Automation - Workflows - Tools - Automation - AI Assistant: Gemini Code Assist - Commits: git-cliff - Dependabot: Dependabot - Git Hooks: Lefthook - Tasks: Mise - CI/CD - Runner: GitHub Actions - Workflow Linting: actionlint + zizmor - CLI - Parser: Argparse - Logging: Loguru - Code - Coverage: Coverage - Editor: VS Code - Formatting: Ruff - Quality: Ruff - Security: Ruff - Testing: Pytest - Typing: ty - Versioning: Git - Configs - Format: YAML - Parser: OmegaConf - Reader: Cloudpathlib - Valida","default_branch":null,"files":null,"tree":[],"storefront":"/r/fmind","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/fmind/mlops-python-package/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}