https://github.com/ultmaster/utilsd

Common deep learning utils.
https://github.com/ultmaster/utilsd

configuration deep-learning experiment-management logging machine-learning mlops pytorch utils

Last synced: 3 months ago
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Common deep learning utils.

• Host: GitHub
• URL: https://github.com/ultmaster/utilsd
• Owner: ultmaster
• License: apache-2.0
• Created: 2021-03-19T06:20:25.000Z (almost 4 years ago)
• Default Branch: master
• Last Pushed: 2023-11-01T10:09:46.000Z (about 1 year ago)
• Last Synced: 2024-11-01T14:43:11.966Z (3 months ago)
• Topics: configuration, deep-learning, experiment-management, logging, machine-learning, mlops, pytorch, utils
• Language: Python
• Homepage: https://utilsd.readthedocs.io/en/stable/
• Size: 170 KB
• Stars: 18
• Watchers: 3
• Forks: 2
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Common utils for deep learning

[![build](https://github.com/ultmaster/utilsd/actions/workflows/python-test.yml/badge.svg)](https://github.com/ultmaster/utilsd/actions/workflows/python-test.yml) [![codecov](https://codecov.io/gh/ultmaster/utilsd/branch/master/graph/badge.svg?token=CKMH54LMRM)](https://codecov.io/gh/ultmaster/utilsd) [![Documentation Status](https://readthedocs.org/projects/utilsd/badge/?version=latest)](https://utilsd.readthedocs.io/en/latest/?badge=latest)

Documentation: https://utilsd.readthedocs.io/en/stable/

```

pip install utilsd

```

### What is utilsd?

I'm collecting *common utils* that are used in at least 2 of the projects I have been working on. I expect most of the utils are in the corner of logging, experiment setup, config management, log analysis, and etc. As I almost always use PyTorch and most of the projects are featuring vision tasks, it will be built upon PyTorch.

### Why it is named utilsd?

To join the D-universe that is powered by several ambitious system researchers.

### Is it a stable toolkit I can use?

Not really. It is still a draft and being tested against multiple internal projects. I will try to write documentation for this project within a couple of months (or give up on it forever).