JuliaGaussianProcesses/TemporalGPs.jl
Fast inference for Gaussian processes in problems involving time. Partly built on results from https://proceedings.mlr.press/v161/tebbutt21a.html
JuliaMIT
Issues
- 36
TagBot trigger issue
#32 opened by JuliaTagBot - 1
Speed-up examples
#104 opened by theogf - 1
Leftover failing tests from #90
#96 opened by theogf - 1
Add tests with `time invariant` LGSSM back
#94 opened by theogf - 1
Fix `FillArrays` `rrule`
#102 opened by theogf - 3
Gradient for `KernelSum` and `KernelProduct` fail
#95 opened by theogf - 1
Get rid of `harmonise` and `adjoint_test`
#93 opened by theogf - 2
- 2
Converting to SA arrays not working
#89 opened by ga72kud - 5
Recursive (online) GP example
#128 opened by JoachimSchaeffer - 3
Check lengths of `RegularInTime` arguments?
#119 opened by simsurace - 2
Broken tests on master
#114 opened by simsurace - 1
Examples are very slow
#118 opened by simsurace - 0
TemporalGPs extends deprecated `dtc`
#116 opened by simsurace - 1
Compatibility with `@gppp` from Stheno
#112 opened by mjyshin - 12
Periodic kernel
#61 opened by andreaskoher - 0
API for filtered posteriors
#110 opened by simsurace - 1
Gradients fail on sum of >2 kernels
#107 opened by theogf - 0
`mean(gp, x)` and co not implemented
#103 opened by theogf - 3
KernelSum with more than 2 components
#64 opened by andreaskoher - 0
Build docs with rendered examples
#91 opened by theogf - 1
- 0
Move out some benchmark files
#92 opened by theogf - 2
Non-Stationary GPs
#60 opened by willtebbutt - 0
Multiple Observations Per Time
#86 opened by willtebbutt - 6
Simple example w/ real time-series data?
#74 opened by azev77 - 0
More Stationary GPs
#59 opened by willtebbutt - 6
implementing a ConstantKernel
#56 opened by andreaskoher - 0
Gaussian <: AbstractMvNormal
#52 opened by willtebbutt - 2
Inferencing with multi-dimensional x
#22 opened by XiufeiLi