{"library":"traceml","type":"library","category":null,"description":"TraceML is the client-side engine for ML/Data tracking, visualization, dashboards, and model UI, designed specifically for integration with the Polyaxon MLOps platform. It allows users to log metrics, parameters, artifacts, and manage experiment runs programmatically. The current version is 1.3.0, and it maintains a relatively frequent release cadence, often aligning with Polyaxon platform updates.","language":"python","status":"active","version":"1.3.0","tags":["mlops","experiment-tracking","data-versioning","model-management","polyaxon"],"last_verified":"Wed May 27","install":[{"cmd":"pip install traceml","imports":["from traceml.tracking import run","from traceml.client import PolyaxonClient","from traceml.artifacts import V1ArtifactKind"]}],"homepage":"https://polyaxon.com","github":"https://github.com/polyaxon/traceml","docs":null,"changelog":null,"pypi":"https://pypi.org/project/traceml/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":1.6,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/traceml/compatibility"}}