diff --git a/pkgs/development/python-modules/dm-sonnet/default.nix b/pkgs/development/python-modules/dm-sonnet/default.nix
new file mode 100644
index 000000000000..f857eac8503b
--- /dev/null
+++ b/pkgs/development/python-modules/dm-sonnet/default.nix
@@ -0,0 +1,54 @@
+{ lib
+, fetchFromGitHub
+, buildPythonPackage
+, numpy
+, tabulate
+, six
+, dm-tree
+, absl-py
+, wrapt
+, docutils
+, tensorflow
+, tensorflow-datasets }:
+
+buildPythonPackage rec {
+  pname = "dm-sonnet";
+  version = "2.0.0";
+
+  src = fetchFromGitHub {
+    owner = "deepmind";
+    repo = "sonnet";
+    rev = "v${version}";
+    sha256 = "sha256-YSMeH5ZTfP1OdLBepsxXAVczBG/ghSjCWjoz/I+TFl8=";
+  };
+
+  buildInputs = [
+    absl-py
+    dm-tree
+    numpy
+    six
+    tabulate
+    wrapt
+  ];
+
+  propagatedBuildInputs = [
+    tabulate
+    tensorflow
+  ];
+
+  checkInputs = [
+    docutils
+    tensorflow-datasets
+  ];
+
+  pythonImportsCheck = [
+    "sonnet"
+  ];
+
+  meta = with lib; {
+    description = "Library for building neural networks in TensorFlow";
+    homepage = "https://github.com/deepmind/sonnet";
+    license = licenses.asl20;
+    maintainers = with maintainers; [ onny ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 37a003638e2e..2231b5cfa889 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -2527,6 +2527,8 @@ in {
 
   dm-haiku = callPackage ../development/python-modules/dm-haiku { };
 
+  dm-sonnet = callPackage ../development/python-modules/dm-sonnet { };
+
   dm-tree = callPackage ../development/python-modules/dm-tree {
     abseil-cpp = pkgs.abseil-cpp.override {
       cxxStandard = "14";