semvec/pypi-packages huggingface dataset:
guildai 0.9.0
Experiment tracking, ML developer tools
License: Apache 2.0
Keywords: guild guildai tensorflow keras pytorch mxnet xgboost scikit-learn

Guild AI is an [open source](https://raw.githubusercontent.com/guildai/guildai/master/LICENSE.txt)
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](https://guild.ai).

Important links:

- **[Latest release on PyPI](https://pypi.python.org/pypi/guildai)**
- **[Guild AI website](https://guild.ai)**
- **[Documentation](https://my.guild.ai/docs/)**
- **[Open issues](https://github.com/guildai/guildai/issues)**