Topics tagged gaussian-process

Topic	Replies	Views	Activity
Good practices regarding automatic differentiation in a Gaussian process implementation General Usage gaussian-process , autodiff , mooncake	14	368	March 5, 2026
Fastest way to sample from MVN, changing parameters Julia at Scale statistics , distributions , gaussian-process , probablistic	7	180	May 3, 2025
Large memory consumption when using Mooncake via DifferentiationInterface for Gaussian process optimisation General Usage question , memory-allocation , gaussian-process , autodiff	19	787	April 15, 2025
Excessive memory consumption when optimising Gaussian process regression with automatic reverse differentiation Performance question , gaussian-process , autodiff	2	179	April 7, 2025
Zygote.gradient does not work with AbstractGPs.CustomMean General Usage zygote , gaussian-process , gradient	9	633	August 1, 2024
Choice of Kernel Function (MultiOutput Gaussian Process) Machine Learning optimization , regression , gaussian-process	0	325	July 8, 2023
GPs: sum of independent Kernels Probabilistic Programming gaussian-process , kernel	2	284	May 10, 2023
Probabilistic forecasting for spatio-temporal raster data Probabilistic Programming statistics , time-series , machine-learning , bayesian-inference , gaussian-process	2	543	May 7, 2023
Multi output Gaussian Process package? Statistics regression , fit , gaussian-process	3	1159	February 28, 2023
Is there a package for Derivative Observations Machine Learning gaussian-process	0	235	September 29, 2022
A minimal CUDA-compatible and differentiable GP implementation Machine Learning announcement , gpu , gaussian-process	11	1227	June 9, 2022
Bayesian regression with parametrized basis functions in Turing.jl Probabilistic Programming question , turing , gaussian-process	7	971	April 19, 2022
Trying to sample my Gaussian Process with MCMC General Usage gaussian-process	1	625	March 23, 2022
Modeling gaussian process with Turing.jl Probabilistic Programming gaussian-process	6	1307	February 8, 2022
Random variables from one uniform distribution get added to create new rand var New to Julia question , plotting , distributions , gaussian-process	4	1207	November 16, 2021
Weights in gaussian process Statistics gaussian-process , stheno	7	1723	November 4, 2021
Extracting the posterior mean and covariance from the object created by "GP" in GaussianProcesses.jl Optimization (Mathematical) gaussian-process	0	415	October 28, 2021
Using TemporalGPs General Usage gaussian-process	1	406	June 21, 2021
How to understand GP extrapolation shape Probabilistic Programming gaussian-process	3	1029	June 21, 2021
Running TemporalGPs/Stheno sampling Probabilistic Programming gaussian-process , stheno	25	1451	May 29, 2021
Faster gp fitting on million observations? Probabilistic Programming gaussian-process	15	1503	May 4, 2021
Importing CairoMakie prevents sampling Probabilistic Programming question , gaussian-process , makie , dynamichmc	7	520	April 22, 2021
AGP with linear predictors Probabilistic Programming gaussian-process	3	452	April 21, 2021
Understanding Stheno example Probabilistic Programming gaussian-process , stheno	1	661	April 16, 2021
Stheno with Makie Probabilistic Programming gaussian-process , makie	4	1438	April 10, 2021
Gaussian Processes with missing data Probabilistic Programming turing , gaussian-process	11	2335	February 8, 2021
Truncated Gaussian Process with AbstractGPs? Probabilistic Programming gaussian-process	4	1005	January 27, 2021
Gaussian Process Model with Turing Probabilistic Programming regression , turing , gaussian-process	84	11230	November 28, 2020