# \#stheno

**URL:** https://discourse.julialang.org/tag/stheno/657.md

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## [Speed up Gaussian Process model](https://discourse.julialang.org/t/speed-up-gaussian-process-model/82315)

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**Author:** [@EvoArt](https://discourse.julialang.org/u/EvoArt)\
**Replies:** 16\
**Last updated:** [June 9, 2022, 7:43pm UTC](https://discourse.julialang.org/t/speed-up-gaussian-process-model/82315 "2022-06-09T19:43:42Z")

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Hi all I am interested in implementing a latent variable Gaussian process regression model with a pre-calculated (phylogenetic) distance matrix. The below model (mostly copied from here and based on this runs, and get’s…

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## [Weights in gaussian process](https://discourse.julialang.org/t/weights-in-gaussian-process/70646)

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**Author:** [@jzr](https://discourse.julialang.org/u/jzr)\
**Replies:** 7\
**Last updated:** [November 4, 2021, 1:51pm UTC](https://discourse.julialang.org/t/weights-in-gaussian-process/70646 "2021-11-04T13:51:07Z")

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I have a model like @willtebbutt’s TemporalGPs example https://github.com/JuliaGaussianProcesses/TemporalGPs.jl#learning-kernel-parameters-with-optimjl-parameterhandlingjl-and-zygotejl In my dataset, different observati…

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## [Running TemporalGPs/Stheno sampling](https://discourse.julialang.org/t/running-temporalgps-stheno-sampling/59780)

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**Author:** [@jzr](https://discourse.julialang.org/u/jzr)\
**Replies:** 25\
**Last updated:** [May 29, 2021, 2:14pm UTC](https://discourse.julialang.org/t/running-temporalgps-stheno-sampling/59780 "2021-05-29T14:14:19Z")

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I want to try sampling with TemporalGPs because it may be faster on larger data, as mentioned in another thread. The docs say to use Stheno’s examples for reference so I tried that. I had some issues and questions: II…

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## [Understanding Stheno example](https://discourse.julialang.org/t/understanding-stheno-example/59450)

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**Author:** [@jzr](https://discourse.julialang.org/u/jzr)\
**Replies:** 1\
**Last updated:** [April 16, 2021, 11:40pm UTC](https://discourse.julialang.org/t/understanding-stheno-example/59450 "2021-04-16T23:40:35Z")

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This example fits a GP and plots something. I am trying to understand all the objects here. using Stheno using Stheno.AbstractGPs using CairoMakie # Short length-scale and small variance. const l1 = 0.4 const s1 = 0.2…

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## [Stheno marginals](https://discourse.julialang.org/t/stheno-marginals/58943)

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**Author:** [@jzr](https://discourse.julialang.org/u/jzr)\
**Replies:** 7\
**Last updated:** [April 11, 2021, 12:48pm UTC](https://discourse.julialang.org/t/stheno-marginals/58943 "2021-04-11T12:48:30Z")

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I’m trying to follow the examples but having some issues. What’s going wrong here? \[8188c328\] Stheno v0.7.1 # # This file just shows how some of the basic manipulations you can do in Stheno work in # practice. See the …