rajkumar-ml-contracts 0.1.0

Design-by-Contract for ML pipelines: fail-fast data/features/models

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.