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Project description
MLOps Utilities
This library provides implementation for a few high level operations most commonly occuring in any MLOps workflows built in AWS:
- Upsert pipeline
- Run pipeline
- Deploy model
- Create endpoint
- Update endpoint
User guide
Installation
pip3 install mlops-utilities
Project structure conventions
TODO
Actions
TODO
from mlops_utilities.actions import run_pipeline
run_pipeline(
pipeline_name='test_pipeline',
execution_name_prefix='test_pipeline',
dryrun=True,
pipeline_params={}
)
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