Guild AI
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About
Guild AI is a systematic control tool for machine learning that assists in building better models faster. It provides features like automatic experiment tracking, hyperparameter tuning, and pipeline automation, all without requiring code changes. Guild is 100% open source under the Apache 2.0 license, making it accessible for all. Additionally, it integrates well with command line interfaces and Jupyter Notebooks, allowing for seamless model management across various platforms. It supports features like task automation, result sharing, and tracking artifacts for operational control, emphasizing model governance, auditability, and reproducibility.
Platform
Features
• task automation
• command line interface
• hyperparameter tuning
• integration with jupyter notebooks
• supports diverse environments
• governance and auditability
• results sharing
• pipeline automation
• automatic experiment tracking
FAQs
What is Guild AI?
Guild AI is an experiment tracking system for machine learning used to run scripts, compare results, and automate workflows.
How much does Guild cost?
Guild is 100% open source and freely available under the Apache 2.0 license.
How is Guild different from other systems?
Guild is an external tool that does not require code modifications, unlike other embedded solutions.
Can I customize Guild?
Yes, Guild allows you to explicitly configure all aspects of your project.
How does Guild save results?
Guild saves all results on a locally mounted file system without using databases.
Pricing Plans
Open Source
Free Plan• Free to install and use
• No code modification required
• 100% open source
• Supports multiple languages and frameworks
• Command line interface
• Jupyter Notebook integration
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