MLJGaussianProcesses.jl is a package for using Gaussian Processes in MLJ based on the Gaussian Process implementation from the JuliaGPs group. The current implementation provides a probabilistic model GPR (for Gaussian Process Regressor) with support for custom mean functions and kernel functions from KernelFunctions.jl.