# Deployments Reference

Paperspace Deployments are containers-as-a-service that allow you to run container images and serve machine learning models using a high-performance, low-latency service with a RESTful API.

## APIs & CLIs

[Paperspace API Reference](https://docs.digitalocean.com/reference/paperspace/api-reference/index.html.md): Programmatically manage Paperspace resources using conventional HTTP requests.

[Paperspace CLI Reference](https://docs.digitalocean.com/reference/paperspace/pspace/index.html.md): Install and use the new Paperspace Command Line Interface.

[Gradient API, CLI, and SDK Reference](https://docs.digitalocean.com/reference/paperspace/gradient/index.html.md): Install and use the Gradient Command Line Interface to manage Notebooks, Deployments, and Workflows programmatically.

## Additional References

[Deployment Spec Reference](https://docs.digitalocean.com/products/paperspace/deployments/reference/deployment-spec/index.html.md): Paperspace allows you to tailor your deployment via configuration or spec definitions.

[Autoscaling Configuration for Gradient Deployments](https://docs.digitalocean.com/products/paperspace/deployments/reference/autoscaling/index.html.md): Configure autoscaling to handle scale up and down events for your deployment.

[Public and Protected Endpoints in Gradient Deployments](https://docs.digitalocean.com/products/paperspace/deployments/reference/endpoint-security/index.html.md): Gradient deployments have two levels of endpoint security with different levels of access to the service.

[Health Checks for Gradient Deployments](https://docs.digitalocean.com/products/paperspace/deployments/reference/health-checks/index.html.md): Configure health checks that monitor the health and readiness of Gradient Deployments.