Common utils for deep learning.


Keywords
configuration, deep-learning, experiment-management, logging, machine-learning, mlops, pytorch, utils
License
MIT
Install
pip install utilsd==0.0.15

Documentation

Common utils for deep learning

build codecov Documentation Status

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).