diff --git a/pkgs/development/python-modules/ax-platform/default.nix b/pkgs/development/python-modules/ax-platform/default.nix
index 1ef78166571c..42022b15ebe9 100644
--- a/pkgs/development/python-modules/ax-platform/default.nix
+++ b/pkgs/development/python-modules/ax-platform/default.nix
@@ -30,14 +30,14 @@
 
 buildPythonPackage (finalAttrs: {
   pname = "ax-platform";
-  version = "1.2.3";
+  version = "1.2.4";
   pyproject = true;
 
   src = fetchFromGitHub {
     owner = "facebook";
     repo = "ax";
     tag = finalAttrs.version;
-    hash = "sha256-zIK3D7QSkfzAxySumdxsA3tiPWYbP9E6SS21837H4ZY=";
+    hash = "sha256-ZeYoLOPF2D1bk89V5/WO/v0UCtDisbAOOL/Su9sB2Fg=";
   };
 
   env.ALLOW_BOTORCH_LATEST = "1";
@@ -120,8 +120,8 @@ buildPythonPackage (finalAttrs: {
     # broken with sqlalchemy 2
     "test_sql_storage"
   ]
-  ++ lib.optionals stdenv.hostPlatform.isDarwin [
-    # flaky on x86
+  ++ lib.optionals (stdenv.hostPlatform.isDarwin && stdenv.hostPlatform.isx86_64) [
+    # flaky
     "test_gen_with_expanded_parameter_space"
   ];
 
diff --git a/pkgs/development/python-modules/botorch/default.nix b/pkgs/development/python-modules/botorch/default.nix
index fb297754b330..827e86b7151a 100644
--- a/pkgs/development/python-modules/botorch/default.nix
+++ b/pkgs/development/python-modules/botorch/default.nix
@@ -29,14 +29,14 @@
 
 buildPythonPackage (finalAttrs: {
   pname = "botorch";
-  version = "0.17.0";
+  version = "0.17.2";
   pyproject = true;
 
   src = fetchFromGitHub {
     owner = "meta-pytorch";
     repo = "botorch";
     tag = "v${finalAttrs.version}";
-    hash = "sha256-NDdXsmVdrTEXMXXVf89EkGXVOYnEcXwtzarB5niTNaw=";
+    hash = "sha256-KWkRdgOAhWoVRoBn0XvKhTQX3KPHJrzqWoiaKrYzi7o=";
   };
 
   build-system = [
@@ -82,10 +82,19 @@ buildPythonPackage (finalAttrs: {
     # RuntimeError: Boolean value of Tensor with more than one value is ambiguous
     "test_optimize_acqf_mixed_binary_only"
   ]
-  ++ lib.optionals (stdenv.buildPlatform.system == "x86_64-linux") [
+  ++ lib.optionals (stdenv.hostPlatform.isLinux && stdenv.hostPlatform.isx86_64) [
     # stuck tests on hydra
     "test_moo_predictive_entropy_search"
   ]
+  ++ lib.optionals (stdenv.hostPlatform.isLinux && stdenv.hostPlatform.isAarch64) [
+    # RuntimeError: Failed to initialize cpuinfo!
+    "test_append_features"
+    "test_delattr_ctx"
+    "test_input_perturbation"
+    "test_module_rollback_ctx"
+    "test_parameter_rollback_ctx"
+    "test_zero_grad_ctx"
+  ]
   ++ lib.optionals (stdenv.hostPlatform.isDarwin) [
     # RuntimeError: required keyword attribute 'value' has the wrong type
     "test_posterior_in_trace_mode"
diff --git a/pkgs/development/python-modules/gpytorch/default.nix b/pkgs/development/python-modules/gpytorch/default.nix
index 41df6ade307c..a6cacfc63e87 100644
--- a/pkgs/development/python-modules/gpytorch/default.nix
+++ b/pkgs/development/python-modules/gpytorch/default.nix
@@ -9,7 +9,6 @@
   setuptools-scm,
 
   # dependencies
-  jaxtyping,
   linear-operator,
   mpmath,
   scikit-learn,
@@ -22,31 +21,22 @@
 
 buildPythonPackage (finalAttrs: {
   pname = "gpytorch";
-  version = "1.15.1";
+  version = "1.15.2";
   pyproject = true;
 
   src = fetchFromGitHub {
     owner = "cornellius-gp";
     repo = "gpytorch";
     tag = "v${finalAttrs.version}";
-    hash = "sha256-ftiAY02K0EwVQZufk8xR+/21A+2ONWchuWPF3a5lRW0=";
+    hash = "sha256-1CavS+qrV8YqnsT87GjmJV2LOtvExFYQE5YpYZEw9ts=";
   };
 
-  # AttributeError: module 'numpy' has no attribute 'trapz'
-  postPatch = ''
-    substituteInPlace gpytorch/kernels/spectral_mixture_kernel.py \
-      --replace-fail \
-        "np.trapz(emp_spect, freq)" \
-        "np.trapezoid(emp_spect, freq)"
-  '';
-
   build-system = [
     setuptools
     setuptools-scm
   ];
 
   dependencies = [
-    jaxtyping
     linear-operator
     mpmath
     scikit-learn
@@ -67,6 +57,11 @@ buildPythonPackage (finalAttrs: {
     "test_optimization_optimal_error"
     # https://github.com/cornellius-gp/gpytorch/issues/2396
     "test_t_matmul_matrix"
+  ]
+  ++ lib.optionals (stdenv.hostPlatform.isLinux && stdenv.hostPlatform.isAarch64) [
+    # RuntimeError: Failed to initialize cpuinfo!
+    "test_dtype_value_context"
+    "test_half"
   ];
 
   disabledTestPaths = lib.optionals (stdenv.hostPlatform.isDarwin && stdenv.hostPlatform.isx86_64) [
diff --git a/pkgs/development/python-modules/linear-operator/default.nix b/pkgs/development/python-modules/linear-operator/default.nix
index 7a00d4115e69..b831a21cb603 100644
--- a/pkgs/development/python-modules/linear-operator/default.nix
+++ b/pkgs/development/python-modules/linear-operator/default.nix
@@ -1,26 +1,31 @@
 {
   lib,
+  stdenv,
   buildPythonPackage,
   fetchFromGitHub,
-  jaxtyping,
-  pytestCheckHook,
-  scipy,
+
+  # build-system
   setuptools,
   setuptools-scm,
+
+  # dependencies
+  scipy,
   torch,
-  typeguard,
+
+  # tests
+  pytestCheckHook,
 }:
 
-buildPythonPackage rec {
+buildPythonPackage (finalAttrs: {
   pname = "linear-operator";
-  version = "0.6";
+  version = "0.6.1";
   pyproject = true;
 
   src = fetchFromGitHub {
     owner = "cornellius-gp";
     repo = "linear_operator";
-    tag = "v${version}";
-    hash = "sha256-qBC7wrpcZ8ViFqIOSd2F8heeBRQxrac/l33srHhNaIM=";
+    tag = "v${finalAttrs.version}";
+    hash = "sha256-Ghe4a3zMSvTv3J6ROd1RLELK+k24/rO8p+XUPVsl090=";
   };
 
   build-system = [
@@ -29,15 +34,8 @@ buildPythonPackage rec {
   ];
 
   dependencies = [
-    jaxtyping
     scipy
     torch
-    typeguard
-  ];
-
-  pythonRelaxDeps = [
-    "jaxtyping"
-    "typeguard"
   ];
 
   pythonImportsCheck = [ "linear_operator" ];
@@ -49,12 +47,17 @@ buildPythonPackage rec {
     "test_matmul_matrix_broadcast"
     "test_solve_matrix_broadcast"
     "test_svd"
+  ]
+  ++ lib.optionals (stdenv.hostPlatform.isLinux && stdenv.hostPlatform.isAarch64) [
+    # RuntimeError: Failed to initialize cpuinfo!
+    "test_half"
   ];
 
   meta = {
     description = "LinearOperator implementation to wrap the numerical nuts and bolts of GPyTorch";
-    homepage = "https://github.com/cornellius-gp/linear_operator/";
+    homepage = "https://github.com/cornellius-gp/linear_operator";
+    changelog = "https://github.com/cornellius-gp/linear_operator/releases/tag/${finalAttrs.src.tag}";
     license = lib.licenses.mit;
     maintainers = with lib.maintainers; [ veprbl ];
   };
-}
+})