Shared CK component

Description

This is our attempt to share automation actions and best practices as reusable Python modules with a common CLI and Python API to help researchers and practitioners automate their repetitive R&D tasks. 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 via the CK client:

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

pip install ck
ck pull repo:ck-ml
ck load_pipeline experiment --help
How to run from Python:
   import ck.kernel as ck

   r=ck.access({'action':'',
                'module_uoa':'',
                ... See JSON API below ...
               })
   if r['return']>0: return r
   ...
Module description: universal experiment entries
API Python code: Link

JSON API:

        "    Input:  {
               data_uoa          - experiment data UOA
               (repo_uoa)        - experiment repo UOA
               (module_uoa)
            }

    Output: {
              return       - return code =  0, if successful
                                         >  0, if error
              (error)      - error text if return > 0

              pipeline     - pipeline's dict
              pipeline_uoa - pipeline's UOA
              pipeline_uid - pipeline's UID
            }

"

Versions

3.0.0 (2021-04-11)
1.0.1 (2020-04-14)
1.0.0 (2019-10-16)

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load_pipeline experiment

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