botorch 0.12.0

Bayesian Optimization in PyTorch

Stars: 3076, Watchers: 3076, Forks: 394, Open Issues: 70

The pytorch/botorch repo was created 6 years ago and the last code push was Yesterday.
The project is very popular with an impressive 3076 github stars!

How to Install botorch

You can install botorch using pip

pip install botorch

or add it to a project with poetry

poetry add botorch

Package Details

Author

Meta Platforms, Inc.

License

MIT

Homepage

https://botorch.org

PyPi:

https://pypi.org/project/botorch/

Documentation:

https://botorch.org

GitHub Repo:

https://github.com/pytorch/botorch

Classifiers

• Scientific/Engineering

Related Packages

Errors

A list of common botorch errors.

Code Examples

Here are some botorch code examples and snippets.

GitHub Issues

The botorch package has 70 open issues on GitHub

• Non GP model types in Botorch
• Implementation of MORBO algorithm
• low-rank cholesky updates for NEI
• Transforms in MixedSingleTaskGP
• [Bug] get_polytope_samples returns unfeasible samples
• Modify NEHVI to support MTGPs
• [Feature Request] FilterFeatures InputTransform
• Classification Model as Output Constraint

See more issues on GitHub