Skip to content

README.md

Latest commit

 

History

History
38 lines (29 loc) · 1.35 KB

README.md

File metadata and controls

38 lines (29 loc) · 1.35 KB

ZebraOps

Local-first, open-source MLOps platform for ML beginners and small teams.

Documentation

Quick Start

pip install zebraops
mlops init-project
mlops up
mlops doctor
mlops init my_model
mlops ingest my_dataset /path/to/data.csv
mlops train my_model my_dataset

Features

  • mlops CLI with full lifecycle: init, ingest, train, eval, promote, serve, monitor
  • Contract-first model specs and immutable dataset manifests
  • MLflow tracking, model registry, and promotion gates
  • Prefect orchestration for reproducible pipelines
  • FastAPI serving with Prometheus metrics
  • Evidently drift monitoring with retrain recommendations
  • Docker Compose local devstack (Postgres, MinIO, Grafana, Prometheus)
  • Profile adapters for Vast, SageMaker, Vertex (extensible)

License

Apache License 2.0. See LICENSE.