Experiment with Abseil Flags - Aaron Schumacher

Опубликовано: 26 Ноябрь 2024
на канале: Magnimind Academy
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Experiment with Abseil Flags - Aaron Schumacher

Command-line interfaces are a good choice for enabling machine learning experiments. In Python, the argparse package is a common way to implement command-line arguments, but its naive use can lead to at least one anti-pattern that makes code hard to maintain and extend. Google’s Abseil Python package (as used in TensorFlow, for example) offers a source-distributed approach for command-line arguments which may be advantageous for developing experimental machine learning code.

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