diff --git a/.reuse/dep5 b/.reuse/dep5
deleted file mode 100644
index bfaeec3a..00000000
--- a/.reuse/dep5
+++ /dev/null
@@ -1,12 +0,0 @@
-Format: https://www.debian.org/doc/packaging-manuals/copyright-format/1.0/
-Upstream-Name: machine-learning-lab
-Upstream-Contact: Lukas Masuch <lukas.masuch@sap.com>
-                  Benjamin Raethlein <benjamin.raethlein@sap.com>
-                  Erick David Santillan Perez <erick.david.santillan.perez@sap.com>
-                  Jan Kielmann <jan.kielmann@sap.com>
-Source: https://github.com/SAP/machine-learning-lab
-
-Files: *
-Copyright: SAP SE and machine-learning-lab contributors
-License: Apache-2.0
-
diff --git a/REUSE.toml b/REUSE.toml
new file mode 100644
index 00000000..dd0793c4
--- /dev/null
+++ b/REUSE.toml
@@ -0,0 +1,10 @@
+version = 1
+SPDX-PackageName = "machine-learning-lab"
+SPDX-PackageSupplier = ["Lukas Masuch <lukas.masuch@sap.com>", "Benjamin Raethlein <benjamin.raethlein@sap.com>", "Erick David Santillan Perez <erick.david.santillan.perez@sap.com>", "Jan Kielmann <jan.kielmann@sap.com>"]
+SPDX-PackageDownloadLocation = "https://github.com/SAP/machine-learning-lab"
+
+[[annotations]]
+path = "**"
+precedence = "aggregate"
+SPDX-FileCopyrightText = "SAP SE and machine-learning-lab contributors"
+SPDX-License-Identifier = "Apache-2.0"