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botorch 0.11.1

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Bayesian Optimization in PyTorch

Bayesian Optimization in PyTorch

Stars: 2985, Watchers: 2985, Forks: 379, Open Issues: 69

The pytorch/botorch repo was created 5 years ago and the last code push was 3 hours ago.
The project is very popular with an impressive 2985 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
No  botorch  pypi packages just yet.

Errors

A list of common botorch errors.

Code Examples

Here are some botorch code examples and snippets.

GitHub Issues

The botorch package has 69 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