https://github.com/ssoudan/gcp-vertex-ai-vizier

Rust client lib for Google Cloud Vertex AI Vizier
https://github.com/ssoudan/gcp-vertex-ai-vizier

blackbox-optimization gcp rust vertex-ai vizier

Last synced: 5 months ago
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Rust client lib for Google Cloud Vertex AI Vizier

• Host: GitHub
• URL: https://github.com/ssoudan/gcp-vertex-ai-vizier
• Owner: ssoudan
• License: apache-2.0
• Created: 2022-05-19T23:37:00.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2023-04-03T17:36:23.000Z (about 2 years ago)
• Last Synced: 2024-12-02T00:41:57.558Z (6 months ago)
• Topics: blackbox-optimization, gcp, rust, vertex-ai, vizier
• Language: Rust
• Homepage:
• Size: 118 KB
• Stars: 4
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Client lib for Google Cloud Vertex AI Vizier

[![Rust](https://github.com/ssoudan/gcp-vertex-ai-vizier/actions/workflows/rust.yml/badge.svg)](https://github.com/ssoudan/gcp-vertex-ai-vizier/actions/workflows/rust.yml)

[![Crates.io](https://img.shields.io/crates/v/gcp-vertex-ai-vizier)](https://crates.io/crates/gcp-vertex-ai-vizier)

[![Documentation](https://docs.rs/gcp-vertex-ai-vizier/badge.svg)](https://docs.rs/gcp-vertex-ai-vizier)

[![Crates.io](https://img.shields.io/crates/l/gcp-vertex-ai-vizier)](LICENSE)

Unofficial client library for the [Google Cloud Vertex AI Vizier](https://cloud.google.com/vertex-ai/docs/vizier/overview)

service.

# License

Licensed under Apache-2.0. See [LICENSE](./LICENSE) for details.

# Authentication 

The library uses [`google-oauthz`](https://crates.io/crates/google-authz) 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](https://cloud.google.com/blog/products/ai-machine-learning/optimize-your-applications-using-google-vertex-ai-vizier) out.

# Note

You might want to check the [pricing of Vizier](https://cloud.google.com/vertex-ai/pricing#vizier) before asking for too many trials.

It can get expensive really quick.