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Published February 29, 2024 | Version v1.4.2
Software Open

Mellon

Creators

Description

  • Implement gradients for the covariance kernels through the k_grad method
  • Implement mellon.cov.Linear covariance kernel
  • Change logging setup to configuration dict
  • allow setting active_dims for composit kernels, allowing more flexible covariance kernel specifications
  • update jaxconfig impot for compatibility with jax>=0.4.25 (s. deprecation of jax.config.config)
  • generalize variing sigma in FunctionEstimator for higher dimensional functions

Notes

If you use this software, please cite it as below.

Files

settylab/Mellon-v1.4.2.zip

Files (4.5 MB)

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md5:624c83ba9081b91dee75a4e436864e32
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Additional details

Related works

Is supplement to
Software: https://github.com/settylab/Mellon/tree/v1.4.2 (URL)