ml-observability
A Python client to interact with Arize API
Open-source ML behavioral regression testing for comparing decision-system versions, identifying changed actions, attributing shifts, and gating releases with Decision Contracts.
Local-first ML observability — track runs, metrics, and environments without a cloud backend.