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mlops-initialization-cn

MLOps project initialization with uv/git/VS Code best practices

guohongbin-git0 installations selon la source☆ 0 Étoiles du dépôtv1.0.0

Installation

Suivez les instructions du dépôt pour votre agent. Consultez les fichiers et dépendances avant l’installation.

SkillHub CLI

skillhub install guohongbin-git/mlops-initialization-cn

Examinez la source et la compatibilité, puis suivez les étapes d’installation.

Donnez le lien à votre agent et demandez-lui d’examiner instructions et dépendances avant d’expliquer les étapes.

Voir la source ↗Guides

Instructions

MLOps 项目初始化 🚀

Setup new MLOps projects with modern Python toolchain.

Features

1. Project Initialization 📦

Create complete project structure:

./scripts/init-project.sh my-mlops-project

Creates:

  • src/ layout
  • pyproject.toml with uv
  • .gitignore (Python/MLOps)
  • .vscode/settings.json
  • Git repository
2. Configuration Templates 📋

Copy reference configs:

# pyproject.toml template
cp references/pyproject.toml ../your-project/

# VS Code settings
cp references/vscode-settings.json ../your-project/.vscode/

Quick Start

# Initialize new project
./scripts/init-project.sh my-project
cd my-project

# Add dependencies
uv add pandas numpy scikit-learn

# Sync environment
uv sync

# Verify
uv run python -c "import sys; print(sys.executable)"

What You Get

  • ✅ src/ package layout
  • ✅ Locked dependencies (uv.lock)
  • ✅ Ruff + MyPy configured
  • ✅ VS Code settings
  • ✅ Git repository

References

  • references/pyproject.toml - Full config example
  • references/vscode-settings.json - IDE settings

Author

Converted from MLOps Coding Course

Changelog

v1.0.0 (2026-02-18)
  • Initial OpenClaw conversion
  • Added init script
  • Added reference configs

Informations sur la source

Source
github
Repository
openclaw/skills
Path
skills/guohongbin-git/mlops-initialization-cn
Version
1.0.0
Commit
3224aaf689c1354c4de8ccd6aa1bb6280a347c96
Source de classification
rules
Statut
active
Visibilité
public

Ces informations proviennent de l’analyse indexée et peuvent être anciennes. Vérifiez les fichiers actuels.

README

MLOps 项目初始化

Modern Python project setup using uv package manager.

Features

  • 📦 Project Initialization - Create complete project structure
  • 📋 Configuration Templates - pyproject.toml, VS Code settings
  • 🔧 Git Setup - .gitignore, initial commit
  • ✅ Validation - Ensure environment correctness

Quick Start

# Initialize new project
./scripts/init-project.sh my-mlops-project

# Add dependencies
uv add pandas numpy scikit-learn

# Sync environment
uv sync

Author

Converted from MLOps Coding Course

License

MIT

Contenu extrait

SKILL.md
# MLOps 项目初始化 🚀

Setup new MLOps projects with modern Python toolchain.

## Features

### 1. Project Initialization 📦

Create complete project structure:

```bash
./scripts/init-project.sh my-mlops-project
```

Creates:
- `src/` layout
- `pyproject.toml` with uv
- `.gitignore` (Python/MLOps)
- `.vscode/settings.json`
- Git repository

### 2. Configuration Templates 📋

Copy reference configs:

```bash
# pyproject.toml template
cp references/pyproject.toml ../your-project/

# VS Code settings
cp references/vscode-settings.json ../your-project/.vscode/
```

## Quick Start

```bash
# Initialize new project
./scripts/init-project.sh my-project
cd my-project

# Add dependencies
uv add pandas numpy scikit-learn

# Sync environment
uv sync

# Verify
uv run python -c "import sys; print(sys.executable)"
```

## What You Get

- ✅ `src/` package layout
- ✅ Locked dependencies (`uv.lock`)
- ✅ Ruff + MyPy configured
- ✅ VS Code settings
- ✅ Git repository

## References

- `references/pyproject.toml` - Full config example
- `references/vscode-settings.json` - IDE settings

## Author

Converted from [MLOps Coding Course](https://github.com/MLOps-Courses/mlops-coding-skills)

## Changelog

### v1.0.0 (2026-02-18)
- Initial OpenClaw conversion
- Added init script
- Added reference configs
README
# MLOps 项目初始化

Modern Python project setup using `uv` package manager.

## Features

- 📦 **Project Initialization** - Create complete project structure
- 📋 **Configuration Templates** - pyproject.toml, VS Code settings
- 🔧 **Git Setup** - .gitignore, initial commit
- ✅ **Validation** - Ensure environment correctness

## Quick Start

```bash
# Initialize new project
./scripts/init-project.sh my-mlops-project

# Add dependencies
uv add pandas numpy scikit-learn

# Sync environment
uv sync
```

## Author

Converted from [MLOps Coding Course](https://github.com/MLOps-Courses/mlops-coding-skills)

## License

MIT

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