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✨ Features¤
- 🧪 Experiment Tracking: Seamlessly log parameters, metrics, and artifacts with automatic integration to Comet.ml, DVC, and local storage;
- 🔄 Automated Versioning: Automatic Git commits with detailed metadata including inputs, outputs, and parameters for full experiment reproducibility;
- 🧩 Plugin Architecture: Extensible plugin system with dependency-aware execution order and support for custom integrations;
- 📊 Rich Configuration: Pydantic-based configuration with automatic asset tracking for inputs and outputs using type annotations;
- 🤖 Smart Automation: Automatic detection of experiment directories, asset management, and intelligent logging configuration;
- ⚡ Quick Setup: Simple initialization script for DVC configuration and ready-to-use experiment templates;
📦 Installation¤
To install liblaf-cherries, run the following command:
uv add liblaf-cherries
⌨️ Local Development¤
You can use Github Codespaces for online development:
Or clone it for local development:
gh repo clone liblaf/cherries
cd cherries
mise run install
🤝 Contributing¤
Contributions of all types are more than welcome, if you are interested in contributing code, feel free to check out our GitHub Issues to get stuck in to show us what you’re made of.
🔗 More Projects¤
- 🍇 Grapes - Supercharge your Python with rich logging, precise timing, and seamless serialization.
- 🍉 Melon - A comprehensive Python library for 3D mesh processing with advanced I/O capabilities, proximity analysis, and integration with external mesh processing tools.
- 🍊 Tangerine - Squeeze dynamic content into your files with Tangerine’s template magic.
- 🍋🟩 Lime - AI-powered Git commit assistant and repository documentation generator
- 🍎 Apple - A JAX and Warp library for differentiable physics simulation, featuring elastic energy models and finite element methods.
- 🍒 Cherries - Sweet experiment tracking with Comet, DVC, and Git integration.