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Korbinian Pöppel

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CompoConf

CompoConf - modular configuration for modular systems 
 (see also the lengthy version aided by ChatGPT) 
 Library Code: https://github.com/kpoeppel/compoconf 
 Docs: https://compoconf.readthedocs.org 
 Composition over Inheritance 
 “Composition over Inheritance” is one of the phrases you might have heard many, many times in software engineering. Self-contained…

CompoConf - the lengthy version

CompoConf: Embracing Composition Over Inheritance in Deep Learning Configurations 
 (see also the self-written version ) 
 Library Code: https://github.com/kpoeppel/compoconf 
 Docs: https://compoconf.readthedocs.org 
 Deep learning projects often juggle complex model architectures and their configurations. Two prevalent approaches have emerged for managing these configurations:…