YAHP: Yet Another HyperParameter
YAHP introduces yet another hyperparameter management tool.
Features
- Utilizes dataclasses to describe the data model.
- Supports
int,float,bool,str, andEnums; along with lists and nullable fields - Fields can be optional (with a default) or required
- Auto-generates YAML templates, serializes the data model to YAML, and loads YAML into the data model.
- Allows for nested dataclasses -- even with abstract classes
- Adds an argparse CLI
Getting Started
- See the simple example for a simple data model and yaml file.
- See the cli example for an example of the CLI.
- See the registry example for how to use nested dataclasses with inheritance.
YAHP Command Line
Whenever Hparams.create() is invoked, YAHP adds the following command line options:
-h,--help: Print help and exit.-f,--file": Load data from this YAML file into the Hparams.-s,--save_template: Generate and dump a YAML template to the specified file (defaults tostdout) and exit.-i,--interactive: Whether to generate the template interactively. Only applicable if--save_templateis present.-c,--concise: Skip adding documentation to the generated YAML. Only applicable if--save_templateis present.-d,--dump: Dump the resulting Hparams to the specified YAML file (defaults tostdout) and exit.
4 maintainers
Metadata
4 maintainers
Release files for yahp 0.1.3
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Total release size: 90.8 kB
Release files / yahp-0.1.3.tar.gz
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