Shared CK component

Description

This is our attempt to share automation actions from scientific research projects as unified Python modules with a common CLI and Python API to help researchers and practitioners reuse best practices. Our on-going project is to make the onboarding process as simple as possible via this platform. Please check this CK white paper and don't hesitate to contact us if you have suggestions or feedback!

Automation framework: CK
Development repository: ck-ml
Source: GitHub
How to get the stable version from this portal via the CK client:

pip install cbench
cb download module:model --version=3.0.0 --all
ck help model
How to get the development version:

pip install ck
ck pull repo:ck-ml
ck help model
CK automation actions (CLI with the Python CK API and JSON IO):
- ck build model - build predictive model (API)
- ck convert_to_csv model - convert table to CSV (API)
- ck use model - use existing model to predict values (API)
- ck validate model - validate predictive model (detect mispredictions, calculate RMSE, etc) (API)

Dependencies

Style 1 Style 2

Versions

3.0.0 (2021-04-11)
1.0.0 (2019-10-16)

Files

.cm/info.json (539 bytes)
.cm/meta.json (734 bytes)
module.py (22325 bytes)

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