#google-cloud #gcp #hyper-parameters #optimization #vizier

gcp-vertex-ai-vizier

An async client library for GCP Vertex AI Vizier

8 releases (4 breaking)

0.5.0 Apr 3, 2023
0.4.3 Oct 1, 2022
0.4.2 Sep 30, 2022
0.4.1 Aug 1, 2022
0.1.0 May 23, 2022

#786 in Science

34 downloads per month

Apache-2.0

86KB
1K SLoC

Client lib for Google Cloud Vertex AI Vizier

Rust Crates.io Documentation Crates.io

Unofficial client library for the Google Cloud Vertex AI Vizier service.

License

Licensed under Apache-2.0. See LICENSE for details.

Authentication

The library uses google-oauthz crate to authenticate with the Google Cloud Platform.

Examples

See examples.

If you are looking for a more complex use case of black-box optimization different from hyper-parameters optimization, check this post out.

Note

You might want to check the pricing of Vizier before asking for too many trials. It can get expensive really quick.

Dependencies

~19–33MB
~597K SLoC