Metadata-Version: 2.1
Name: guildai
Version: 0.8.2
Summary: Experiment tracking, ML developer tools
Home-page: https://guild.ai
Maintainer: Guild AI
Maintainer-email: packages@guild.ai
License: Apache 2.0
Keywords: guild guildai tensorflow keras pytorch mxnet xgboost scikit-learn
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Environment :: Console
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Information Technology
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Natural Language :: English
Classifier: Operating System :: POSIX
Classifier: Operating System :: POSIX :: Linux
Classifier: Operating System :: Unix
Classifier: Operating System :: MacOS
Classifier: Operating System :: Microsoft :: Windows
Classifier: Programming Language :: Python :: 3
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Image Recognition
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Topic :: Scientific/Engineering :: Visualization
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Topic :: Utilities
Description-Content-Type: text/markdown
License-File: LICENSE.txt
Requires-Dist: Pillow (>=5.0)
Requires-Dist: PyYAML (>=2.12)
Requires-Dist: Werkzeug (>=0.15)
Requires-Dist: chardet (>=3.0.4)
Requires-Dist: click (>=8)
Requires-Dist: daemonize (>=2.4.7)
Requires-Dist: debugpy
Requires-Dist: filelock (>=3.0.12)
Requires-Dist: jinja2 (>=3.0.3)
Requires-Dist: natsort
Requires-Dist: numpy (>=1.16)
Requires-Dist: pkginfo
Requires-Dist: protobuf (<5)
Requires-Dist: psutil (>=5.6.3)
Requires-Dist: pydantic
Requires-Dist: requests (>=2)
Requires-Dist: scikit-learn (>=0.19.1)
Requires-Dist: scikit-optimize (>=0.7.1)
Requires-Dist: tabview (>=1.4.3)
Requires-Dist: tensorboard (>=2.0.0)
Requires-Dist: virtualenv (>=15.1.0)
Requires-Dist: windows-curses ; platform_system == "Windows"
Requires-Dist: importlib-metadata ; python_version < "3.8"
Requires-Dist: typing-extensions ; python_version < "3.8"

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)**


