diff --git a/M/MLJBase/Compat.toml b/M/MLJBase/Compat.toml
index 4f080a4b25dbf22..5a28d181ecafde0 100644
--- a/M/MLJBase/Compat.toml
+++ b/M/MLJBase/Compat.toml
@@ -37,3 +37,6 @@ Distributions = "0.21"
 LossFunctions = "0.5"
 Missings = "0.4"
 Tables = "0.2"
+
+["0.8.1-0"]
+Parameters = "0.12"
diff --git a/M/MLJBase/Deps.toml b/M/MLJBase/Deps.toml
index d588c82c9fc19a7..7cc3b56ae4c0420 100644
--- a/M/MLJBase/Deps.toml
+++ b/M/MLJBase/Deps.toml
@@ -32,3 +32,7 @@ Missings = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28"
 ["0.7.4-0"]
 DelimitedFiles = "8bb1440f-4735-579b-a4ab-409b98df4dab"
 LossFunctions = "30fc2ffe-d236-52d8-8643-a9d8f7c094a7"
+
+["0.8.1-0"]
+LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
+Parameters = "d96e819e-fc66-5662-9728-84c9c7592b0a"
diff --git a/M/MLJBase/Versions.toml b/M/MLJBase/Versions.toml
index 18a3998d51fd6e0..6d142051caac70e 100644
--- a/M/MLJBase/Versions.toml
+++ b/M/MLJBase/Versions.toml
@@ -57,3 +57,6 @@ git-tree-sha1 = "af65194442b42ea18dccb796032996e2b42b3ad2"
 
 ["0.8.0"]
 git-tree-sha1 = "49952662aa3a5ec5b3cb3c40c5800221eeb44ba3"
+
+["0.8.1"]
+git-tree-sha1 = "4a41f57c6cde7f51d6fde29d2c12415d75290e99"