guildai 0.8.1

Experiment tracking, ML developer tools

Guild AI is an open source toolkit that automates and optimizes machine learning experiments.

• Run unmodified training scripts, capturing each run result as a unique experiment
• Automate trials using grid search, random search, and Bayesian optimization
• Compare and analyze runs to understand and improve models
• Backup training related operations such as data preparation and test
• Archive runs to S3 or other remote systems
• Run operations remotely on cloud accelerators
• Package and distribute models for easy reproducibility

For details, see Guild AI website.

Important links:

• Latest release on PyPI
• Guild AI website
• Documentation
• Open issues