clearml 1.15.1

ClearML - Auto-Magical Experiment Manager, Version Control, and MLOps for AI

Stars: 5294, Watchers: 5294, Forks: 635, Open Issues: 453

The allegroai/clearml repo was created 4 years ago and the last code push was 19 hours ago.
The project is extremely popular with a mindblowing 5294 github stars!

How to Install clearml

You can install clearml using pip

pip install clearml

or add it to a project with poetry

poetry add clearml

Package Details

Author

ClearML

License

Apache License 2.0

Homepage

https://github.com/allegroai/clearml

PyPi:

https://pypi.org/project/clearml/

GitHub Repo:

https://github.com/allegroai/clearml

Classifiers

• Scientific/Engineering/Artificial Intelligence
• Software Development
• Software Development/Version Control
• System/Logging
• System/Monitoring

Related Packages

Errors

A list of common clearml errors.

Code Examples

Here are some clearml code examples and snippets.

GitHub Issues

The clearml package has 453 open issues on GitHub

• logger.report_matrix extra_layout does not pass to plotly
• The agent pulls the task from the queue
• How can i train model remotely by clearml？
• Dataset download always fails halfway
• Main/Master Branch Pickup
• WIP: Feature/python fire
• Problems with poetry and incorrect python version
• WIP: support newer azure storage python version
• Switch from seconds to minutes in experiment wait time graph
• Clearml agent packages not properly installed/used?
• Probably, incorrect bucket config filtering
• [Feature Request] Automatic unique task naming
• WIP: add catboost
• [Feature Request] Adding auto_connect_frameworks argument to PipelineDecorator.component
• [Feature Request] Override venv automagic in remote execution mode

See more issues on GitHub