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@github-actions github-actions released this 28 Apr 20:21
· 30 commits to main since this release
v0.3.0
53f48d5

CovarianceFunctions v0.3.0

Diff since v0.2.4

  • Improvements to multiplication with Gramian
  • Made Matérn kernels to be differentiable at zero, enabling computation of gradient kernels
  • Single-argument isotropic kernel methods now dependent on r^2 instead of r to simplify gradient kernel calculation
  • Improved Barnes-Hut factorization
  • Added Taylor factorization as alternative to Barnes-Hut for negative weights
  • Made kernels functors to enable simple differentiation with Zygote and Flux

Merged pull requests:

  • CompatHelper: add new compat entry for BesselK at version 0.3, (keep existing compat) (#9) (@github-actions[bot])
  • CompatHelper: add new compat entry for SymEngine at version 0.8, (keep existing compat) (#10) (@github-actions[bot])
  • moving to functors-based differentiation (#11) (@SebastianAment)
  • CompatHelper: add new compat entry for Functors at version 0.2, (keep existing compat) (#12) (@github-actions[bot])
  • CompatHelper: add new compat entry for Flux at version 0.13, (keep existing compat) (#13) (@github-actions[bot])

Contributors

SebastianAment
Assets 2
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