Compass
Compass is the hyperparameter optimization and model evaluation package in the Poseigen family. It provides utilities for generating and scoring hyperparameter candidates, model ensembling, and statistical assessment.
Features
- Random candidate generation across continuous and categorical hyperparameter spaces.
- Candidate scoring with optional model repeats and top-k selection.
- Average ensembles from model repeat sets.
- Bootstrap ensembles for statistical assessment.
Installation
Install from PyPI:
pip install poseigen_compass
For local development, install from source using your preferred editable-install workflow.
Usage
Import modules directly:
import poseigen_compass as co
Project Status
poseigen_compass is in active development and is intended to support hyperparameter search and evaluation workflows across the Poseigen ecosystem.
Related Projects
- poseigen_seaside: shared utilities and metrics foundation.
License
This project is released under the MIT License.
1 maintainer
Metadata
1 maintainer
Release files for poseigen-compass 0.1.4
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Source distribution (sdist)
| File | Size | Uploaded | |
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| poseigen_compass-0.1.4.tar.gz | 11.7 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| poseigen_compass-0.1.4-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 22.8 kB
Release files / poseigen_compass-0.1.4.tar.gz
| Download URL | poseigen_compass-0.1.4.tar.gz |
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| Size | 11.7 kB |
| Tags | Source |
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| Size | 11.1 kB |
| Tags | Python 3 |
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