JuliaGaussianProcesses/KernelFunctions.jl

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Julia package for kernel functions for machine learning

Stars: 275
Forks: 41
Open beginner issues: 0
Indexed issues: 80

Dominant language: Julia
License: MIT
Last GitHub push: Jul 2, 2026
Latest indexed: Sep 18, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: help wanted good first issue
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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80 open issues indexed

NeuralKernelNetwork Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

JuliaGaussianProcesses/KernelFunctions.jl#282 · 4 comments · Opened May 3, 2021
Specify only a subset of numerical fields with Functors Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

JuliaGaussianProcesses/KernelFunctions.jl#277 · Opened Apr 15, 2021
SimpleKernel performance with Zygote Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGaussianProcesses/KernelFunctions.jl#270 · 3 comments · 1 reaction · Opened Mar 28, 2021
Use ChainCoreTestUtils for testing rrule Open

good first issue help wanted

Difficulty 3/5 1-2 days Newbie friendliness 25/100

JuliaGaussianProcesses/KernelFunctions.jl#267 · 1 comment · Opened Mar 25, 2021
Folders reorganisation Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGaussianProcesses/KernelFunctions.jl#264 · 1 reaction · Opened Mar 22, 2021
Bandwith selection via the heat equation Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGaussianProcesses/KernelFunctions.jl#248 · Opened Jan 25, 2021
Userguide improvements Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

JuliaGaussianProcesses/KernelFunctions.jl#221 · Opened Jan 9, 2021
Testing the tests Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaGaussianProcesses/KernelFunctions.jl#176 · Opened Sep 25, 2020
Unnecessary collect? Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGaussianProcesses/KernelFunctions.jl#175 · Opened Sep 25, 2020
Tests checking the metric are unhelpful Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGaussianProcesses/KernelFunctions.jl#174 · 1 reaction · Opened Sep 22, 2020
PeriodicKernel parameters pehaps a little un-intuitive Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGaussianProcesses/KernelFunctions.jl#172 · Opened Sep 22, 2020
Differentiating `FunctionTransform` with Zygote Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGaussianProcesses/KernelFunctions.jl#171 · 1 comment · Opened Sep 22, 2020
Few Gabor kernel AD tests fail sometimes for MacOS Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

JuliaGaussianProcesses/KernelFunctions.jl#164 · Opened Sep 10, 2020
Making a specific package for graph kernels Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGaussianProcesses/KernelFunctions.jl#162 · 2 reactions · Opened Sep 6, 2020
matrix-valued kernels for structured multi-output Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGaussianProcesses/KernelFunctions.jl#142 · 7 comments · Opened Jul 29, 2020
Provide domain of kernel parameters Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGaussianProcesses/KernelFunctions.jl#127 · 1 comment · 1 reaction · Opened Jun 24, 2020
Known AD Failures Open

help wanted

Difficulty 5/5 Over a week Newbie friendliness 30/100

JuliaGaussianProcesses/KernelFunctions.jl#116 · 27 comments · Opened May 16, 2020
NeuralNetworkKernel for multi-dimensional inputs Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGaussianProcesses/KernelFunctions.jl#109 · Opened Apr 30, 2020
Make ARDTransform a subtype of LinearTransform? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGaussianProcesses/KernelFunctions.jl#107 · 4 comments · Opened Apr 27, 2020
Roadmap to 1.0 Open

Difficulty 5/5 Over a week Newbie friendliness 18/100

JuliaGaussianProcesses/KernelFunctions.jl#105 · 5 comments · Opened Apr 27, 2020
DotProduct "metric" Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

JuliaGaussianProcesses/KernelFunctions.jl#98 · 2 comments · Opened Apr 24, 2020
iskroncompatible Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGaussianProcesses/KernelFunctions.jl#93 · 7 comments · Opened Apr 23, 2020
Add ANOVA kernel Open

help wanted

Difficulty 4/5 3-5 days Newbie friendliness 25/100

JuliaGaussianProcesses/KernelFunctions.jl#67 · 1 comment · Opened Mar 27, 2020
Rename SelectTransform by Mask Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

JuliaGaussianProcesses/KernelFunctions.jl#47 · 4 comments · Opened Mar 16, 2020
Add missing kernels from GPML Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGaussianProcesses/KernelFunctions.jl#44 · 8 comments · Opened Mar 12, 2020
Domain of kernel input Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaGaussianProcesses/KernelFunctions.jl#16 · 6 comments · 2 reactions · Opened Dec 19, 2019
Spectral distribution and domain of kernel input Open

Difficulty 5/5 Over a week Newbie friendliness 28/100

JuliaGaussianProcesses/KernelFunctions.jl#14 · 8 comments · 2 reactions · Opened Dec 17, 2019
Missing examples in docs Open

good first issue help wanted

Difficulty 3/5 3-5 days Newbie friendliness 45/100

JuliaGaussianProcesses/KernelFunctions.jl#11 · 3 comments · Opened Dec 13, 2019
Symmetry not used to compute self covariance matrix Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

JuliaGaussianProcesses/KernelFunctions.jl#6 · 1 comment · Opened Sep 6, 2019
Benchmarks Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGaussianProcesses/KernelFunctions.jl#2 · Opened May 24, 2019

JuliaGaussianProcesses/KernelFunctions.jl

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