/trieste

A Bayesian optimization toolbox built on TensorFlow

Primary LanguagePythonApache License 2.0Apache-2.0

Trieste

A Bayesian optimization toolbox built on TensorFlow. Trieste supports Python 3.7 onwards and uses semantic versioning.

We welcome contributions. See the guidelines to get started.

Installation

To install trieste, run

$ pip install trieste

or to install from sources, run

$ pip install .

in the repository root.

Documentation

Trieste has a documentation site with tutorials on how to use the library, and an API reference. You can also run the tutorials interactively. They can be found in the notebooks directory, and are written as Python scripts for running with Jupytext. To run them, first install trieste from sources as above, then install additional dependencies with

$ pip install -r notebooks/requirements.txt

Finally, run the notebooks with

$ jupyter-notebook notebooks

Getting help

  • To submit a pull request, file a bug report, or make a feature request, see the contribution guidelines.
  • For more open-ended questions, or for anything else, join the community discussions on our Slack workspace.

License

Apache License 2.0