Design-by-Contract for ML pipelines: fail-fast data/features/models
Project description
ml-contracts
Design-by-Contract for ML: Enforce data/features/models pre-deployment.
Install
pip install ml-contracts
Quickstart
from ml_contracts import DataContract
contract = DataContract(
name="input-data",
schema={"age": int},
ranges={"age": (18, 75)},
distribution={"age": "norm"}
)
Fits production pipelines—lightweight, no infra.
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