gin-config


Namegin-config JSON
Version 0.5.0 PyPI version JSON
download
home_pagehttps://github.com/google/gin-config
SummaryGin-Config: A lightweight configuration library for Python
upload_time2021-11-03 08:11:34
maintainer
docs_urlNone
authorThe Gin-Config Team
requires_python
licenseApache 2.0
keywords gin-config gin python configuration machine learning
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            
# Gin

Gin provides a lightweight configuration framework for Python, based on
dependency injection. Functions or classes can be decorated with
`@gin.configurable`, allowing default parameter values to be supplied from a
config file (or passed via the command line) using a simple but powerful syntax.
This removes the need to define and maintain configuration objects (e.g.
protos), or write boilerplate parameter plumbing and factory code, while often
dramatically expanding a project's flexibility and configurability.

Gin is particularly well suited for machine learning experiments (e.g. using
TensorFlow), which tend to have many parameters, often nested in complex ways.


**Authors**: Dan Holtmann-Rice, Sergio Guadarrama, Nathan Silberman
**Contributors**: Oscar Ramirez, Marek Fiser



            

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