Py-gen-ML – a library to generate robust ML code from a schema

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py-gen-ml (https://jostosh.github.io/py-gen-ml) is a Python library that aims to simplify the process of configuring machine learning projects. It uses Protobuf schemas to define configurations and then automatically generates code based on those schemas. This includes code for Pydantic base models, patch configurations, sweep configurations, command-line interfaces, and entry points.One of the key benefits of using py-gen-ml is that it reduces the amount of manual work that is required when making changes to configuration schemas and/or values. Atomic code generation guarantees consistency across Pydantic base models, YAML parsing, CLI parsing, sweeps and any other code that is generated.An

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Website: jostosh.github.io/py-gen-ml