Polyaxon Overview
Polyaxon is an open-source AI engineering control plane (GitHub) that helps teams build, train, serve, and operate AI workloads at scale. All platform features are natively integrated to accelerate the development workflow. Polyaxon is open, self-hostable, and extensible (why polyaxon?).
Explore the documentation
Workflows
Sandboxes
Run commands, open shells, transfer files, and debug workloads.
Experiment Tracking
Track and compare metrics, artifacts, visualizations, and lineage.
Scheduling
Schedule jobs and services with queues, presets, and priorities.
Scaling
Run distributed training, tuning, and mapped workloads at scale.
Pipelines & Orchestration
Compose DAGs, sweeps, schedules, and automated workflows.
Serving & Deployment
Prepare models and deploy APIs, applications, or batch scoring.
Builds
Build container images from source, Dockerfiles, or custom contexts.
Registry
Version and share models, artifacts, components, and datasets.
Practical guides
Iterative Process
Repeat code and runs
Passing Parameters
Vary component inputs
Query Metadata & Artifacts
Search runs and artifacts
TensorBoard
Compare training runs