v0.9.4

KernelFunctions v0.9.4

Diff since v0.9.3

Merged pull requests:

• CompatHelper: bump compat for "Functors" to "0.2" (#246) (@github-actions[bot])

v0.9.3

KernelFunctions v0.9.3

Diff since v0.9.2

Merged pull requests:

• Add NormalizedKernel (#274) (@rossviljoen)

v0.9.2

KernelFunctions v0.9.2

Diff since v0.9.1

Closed issues:

• Clarify behaviour/documentation of transform() (#217)
• rename transform? (#275)

Merged pull requests:

• Extension of #269: Use \circ and compose and deprecate transform (#276) (@devmotion)

v0.9.1

KernelFunctions v0.9.1

Diff since v0.9.0

Closed issues:

• Slow mode for kerneldiagmatrix (#203)

Merged pull requests:

• Patch AD performance bug (#272) (@willtebbutt)

v0.9.0

KernelFunctions v0.9.0

Breaking changes

• kerneldiagmatrix(!) becomes kernelmatrix_diag(!)
• TensorProduct becomes KernelTensorProduct
• PolynomialKernel changed its keyword for the degree from d to degree
• The MahalanobisKernel has been removed, see the docs on how to do the equivalent
• The PiecewisePolynomialKernel does not take a maha argument and the keyword d was changed to degree.

New changes since 0.8.0

Various bug fixes
Improvement of the documentation
Better formatting of the code
Work on making the kernels more AD compatible.
Added a ternary kernelmatrix_diag(k, x, y)
Added a PeriodicTransform

Diff since v0.8.26

Merged pull requests:

• Removed all deprecated methods and tests (#266) (@theogf)

v0.8.26

KernelFunctions v0.8.26

Diff since v0.8.25

Closed issues:

• Conditioning Euclidean distance (#166)

Merged pull requests:

• Fix gradient issues with kernelmatrix_diag and use ChainRulesCore (#208) (@theogf)
• Avoid failures when cleaning docs (#262) (@devmotion)

v0.8.25

KernelFunctions v0.8.25

Diff since v0.8.24

Closed issues:

• Having formatting done automatically (#253)

Merged pull requests:

• CompatHelper: bump compat for "PDMats" to "0.11" for package docs (#255) (@github-actions[bot])
• CompatHelper: bump compat for "PDMats" to "0.11" for package test (#256) (@github-actions[bot])
• Formatting suggestions (#260) (@devmotion)
• Fix kernel matrix functions for ScaledKernel (#261) (@simonschoelly)

v0.8.24

KernelFunctions v0.8.24

Diff since v0.8.23

Merged pull requests:

• Update kernelpdmat to accept vector of vectors (#252) (@theogf)

v0.8.23

KernelFunctions v0.8.23

Diff since v0.8.22

Closed issues:

• Rename kerneldiagmatrix ? (#233)
• Intermittent test failures (#249)

Merged pull requests:

• Rename kerneldiagmatrix[!] -> kernelmatrix_diag[!] (#235) (@st--)

v0.8.22

KernelFunctions v0.8.22

Diff since v0.8.21

Merged pull requests:

• Remove InteractiveUtils (#247) (@devmotion)