probsys · fsaad · Oct 29, 2025 · Oct 28, 2025 · Oct 28, 2025 · Oct 29, 2025
diff --git a/Project.toml b/Project.toml
@@ -26,7 +26,7 @@ Distributions = "0.25.79"
 DocStringExtensions = "0.9.3"
 Documenter = "1"
 Gen = "0.4.5"
-Match = "1.2.0"
+Match = "2.1.0"
 Parameters = "0.12.3"
 Statistics = "1"
 julia = "1.8"

diff --git a/docs/src/api.md b/docs/src/api.md
@@ -142,6 +142,7 @@ AutoGP.covariance_kernels
 AutoGP.observation_noise_variances
 AutoGP.decompose
 AutoGP.extract_kernel
+AutoGP.split_kernel_sop
 ```
 
 ## [Serialization](@id model_serialization)

diff --git a/docs/src/gp.md b/docs/src/gp.md
@@ -35,6 +35,7 @@ AutoGP.GP.eval_cov
 AutoGP.GP.compute_cov_matrix
 AutoGP.GP.compute_cov_matrix_vectorized
 AutoGP.GP.extract_kernel
+AutoGP.GP.split_kernel_sop
 AutoGP.GP.reparameterize
 AutoGP.GP.rescale
 ```

diff --git a/docs/src/tutorials/decomposition.ipynb b/docs/src/tutorials/decomposition.ipynb