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
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
yahp-0.1.3.tar.gz
(43.8 kB
view details)
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
yahp-0.1.3-py3-none-any.whl
(46.9 kB
view details)
File details
Details for the file yahp-0.1.3.tar.gz.
File metadata
- Download URL: yahp-0.1.3.tar.gz
- Upload date:
- Size: 43.8 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via:
twine/3.8.0 pkginfo/1.8.3 readme-renderer/35.0 requests/2.28.1 requests-toolbelt/0.9.1 urllib3/1.26.11 tqdm/4.64.0 importlib-metadata/4.12.0 keyring/23.7.0 rfc3986/2.0.0 colorama/0.4.5 CPython/3.9.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
36fae68a4991c91d44d338d1d9da91489dc8cc6966c5ade3c6644c5b0da9873d
|
|
| MD5 |
224aefbba76657ac8378909a9eb43133
|
|
| BLAKE2b-256 |
678644e9f3d76cea3f01fcd16c552a534d8d62ba202ec247c07b2d257d6c1641
|
File details
Details for the file yahp-0.1.3-py3-none-any.whl.
File metadata
- Download URL: yahp-0.1.3-py3-none-any.whl
- Upload date:
- Size: 46.9 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via:
twine/3.8.0 pkginfo/1.8.3 readme-renderer/35.0 requests/2.28.1 requests-toolbelt/0.9.1 urllib3/1.26.11 tqdm/4.64.0 importlib-metadata/4.12.0 keyring/23.7.0 rfc3986/2.0.0 colorama/0.4.5 CPython/3.9.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
11cb2dae00a5e40953e1eca4c7a4b6f4f0522ccf2bc0837510a37f3738608883
|
|
| MD5 |
0ec83df33b858bd62967c68bed1062d4
|
|
| BLAKE2b-256 |
5532e3ca4893e4d8cd3a12b6642efc95cb745ffa0a540504893433c59439c9fd
|
