clearml 2.1.3

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

Stars: 6526, Watchers: 6526, Forks: 742, Open Issues: 558

The clearml/clearml repo was created 6 years ago and the last code push was Yesterday.
The project is extremely popular with a mindblowing 6526 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/clearml/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 558 open issues on GitHub

• Add option to close squashed dataset
• Changing chunk_size when squashing a dataset
• missing file entries when downloading by part
• GPU utilization reporting fails if NVIDIA_VISIBLE_DEVICES is set to "void"
• max_iteration_per_job does not abort jobs as documented
• Deprecation warnings from bundled pyhocon with pyparsing 3.3.1
• Fix deprecation from pyparsing
• Fix entrypoint bug when using local repo with PipelineController.add_function_step
• How to reduce number of logs in console? Need to increase time between reading console
• Block any project name not in list of allowed projects
• Reset argument parser bindings and Gradio binding when calling task.close()
• clearml-task CLI: Pass Hydra overrides
• s3-vhs-support: add addressing style support
• display random-seed used when calling Task.init
• Add ability to correct the names of scalars and plots

See more issues on GitHub