diff --git a/tensorflow_privacy/privacy/analysis/BUILD b/tensorflow_privacy/privacy/analysis/BUILD
index 65d891d..7597e2f 100644
--- a/tensorflow_privacy/privacy/analysis/BUILD
+++ b/tensorflow_privacy/privacy/analysis/BUILD
@@ -13,7 +13,6 @@ py_library(
     name = "compute_dp_sgd_privacy_lib",
     srcs = ["compute_dp_sgd_privacy_lib.py"],
     srcs_version = "PY3",
-    deps = ["@com_google_differential_py//dp_accounting:accounting"],
 )
 
 py_binary(
@@ -42,7 +41,6 @@ py_binary(
 py_library(
     name = "compute_noise_from_budget_lib",
     srcs = ["compute_noise_from_budget_lib.py"],
-    deps = ["@com_google_differential_py//dp_accounting:accounting"],
 )
 
 py_test(
@@ -84,7 +82,6 @@ py_library(
     name = "tree_aggregation_accountant",
     srcs = ["tree_aggregation_accountant.py"],
     srcs_version = "PY3",
-    deps = ["@com_google_differential_py//dp_accounting:accounting"],
 )
 
 py_test(
@@ -92,8 +89,5 @@ py_test(
     srcs = ["tree_aggregation_accountant_test.py"],
     python_version = "PY3",
     srcs_version = "PY3",
-    deps = [
-        ":tree_aggregation_accountant",
-        "@com_google_differential_py//dp_accounting:accounting",
-    ],
+    deps = [":tree_aggregation_accountant"],
 )
diff --git a/tensorflow_privacy/privacy/dp_query/BUILD b/tensorflow_privacy/privacy/dp_query/BUILD
index 5442ca1..1feba37 100644
--- a/tensorflow_privacy/privacy/dp_query/BUILD
+++ b/tensorflow_privacy/privacy/dp_query/BUILD
@@ -44,7 +44,6 @@ py_library(
     deps = [
         ":discrete_gaussian_utils",
         ":dp_query",
-        "@com_google_differential_py//dp_accounting:accounting",
     ],
 )
 
@@ -67,7 +66,6 @@ py_library(
     deps = [
         ":discrete_gaussian_utils",
         ":dp_query",
-        "@com_google_differential_py//dp_accounting:accounting",
     ],
 )
 
@@ -90,7 +88,6 @@ py_library(
     deps = [
         ":dp_query",
         ":normalized_query",
-        "@com_google_differential_py//dp_accounting:accounting",
     ],
 )
 
@@ -109,10 +106,7 @@ py_library(
     name = "gaussian_query",
     srcs = ["gaussian_query.py"],
     srcs_version = "PY3",
-    deps = [
-        ":dp_query",
-        "@com_google_differential_py//dp_accounting:accounting",
-    ],
+    deps = [":dp_query"],
 )
 
 py_test(
@@ -131,10 +125,7 @@ py_library(
     name = "no_privacy_query",
     srcs = ["no_privacy_query.py"],
     srcs_version = "PY3",
-    deps = [
-        ":dp_query",
-        "@com_google_differential_py//dp_accounting:accounting",
-    ],
+    deps = [":dp_query"],
 )
 
 py_test(
@@ -173,10 +164,7 @@ py_library(
     name = "nested_query",
     srcs = ["nested_query.py"],
     srcs_version = "PY3",
-    deps = [
-        ":dp_query",
-        "@com_google_differential_py//dp_accounting:accounting",
-    ],
+    deps = [":dp_query"],
 )
 
 py_test(
@@ -202,7 +190,6 @@ py_library(
         ":dp_query",
         ":gaussian_query",
         ":quantile_estimator_query",
-        "@com_google_differential_py//dp_accounting:accounting",
     ],
 )
 
@@ -282,7 +269,6 @@ py_library(
     deps = [
         ":dp_query",
         ":tree_aggregation",
-        "@com_google_differential_py//dp_accounting:accounting",
     ],
 )
 
@@ -294,7 +280,6 @@ py_library(
         ":distributed_discrete_gaussian_query",
         ":dp_query",
         ":gaussian_query",
-        "@com_google_differential_py//dp_accounting:accounting",
     ],
 )
 
@@ -332,7 +317,6 @@ py_library(
         ":dp_query",
         ":quantile_estimator_query",
         ":tree_aggregation_query",
-        "@com_google_differential_py//dp_accounting:accounting",
     ],
 )
 
diff --git a/tensorflow_privacy/privacy/logistic_regression/BUILD b/tensorflow_privacy/privacy/logistic_regression/BUILD
index 73ddb2e..d3d79a5 100644
--- a/tensorflow_privacy/privacy/logistic_regression/BUILD
+++ b/tensorflow_privacy/privacy/logistic_regression/BUILD
@@ -17,7 +17,6 @@ py_library(
         ":datasets",
         ":single_layer_softmax",
         "//tensorflow_privacy/privacy/optimizers:dp_optimizer_keras",
-        "@com_google_differential_py//dp_accounting:accounting",
     ],
 )
 
diff --git a/tutorials/BUILD b/tutorials/BUILD
index ad2b5d0..57336a2 100644
--- a/tutorials/BUILD
+++ b/tutorials/BUILD
@@ -25,10 +25,7 @@ py_binary(
     srcs = ["mnist_dpsgd_tutorial_eager.py"],
     python_version = "PY3",
     srcs_version = "PY3",
-    deps = [
-        "//tensorflow_privacy/privacy/optimizers:dp_optimizer",
-        "@com_google_differential_py//dp_accounting:accounting",
-    ],
+    deps = ["//tensorflow_privacy/privacy/optimizers:dp_optimizer"],
 )
 
 py_binary(
@@ -36,10 +33,7 @@ py_binary(
     srcs = ["mnist_dpsgd_tutorial_keras.py"],
     python_version = "PY3",
     srcs_version = "PY3",
-    deps = [
-        "//tensorflow_privacy/privacy/optimizers:dp_optimizer_keras",
-        "@com_google_differential_py//dp_accounting:accounting",
-    ],
+    deps = ["//tensorflow_privacy/privacy/optimizers:dp_optimizer_keras"],
 )
 
 py_binary(
@@ -47,10 +41,7 @@ py_binary(
     srcs = ["mnist_dpsgd_tutorial_keras_model.py"],
     python_version = "PY3",
     srcs_version = "PY3",
-    deps = [
-        "//tensorflow_privacy/privacy/keras_models:dp_keras_model",
-        "@com_google_differential_py//dp_accounting:accounting",
-    ],
+    deps = ["//tensorflow_privacy/privacy/keras_models:dp_keras_model"],
 )
 
 py_binary(
@@ -58,10 +49,7 @@ py_binary(
     srcs = ["mnist_dpsgd_tutorial_vectorized.py"],
     python_version = "PY3",
     srcs_version = "PY3",
-    deps = [
-        "//tensorflow_privacy/privacy/optimizers:dp_optimizer_vectorized",
-        "@com_google_differential_py//dp_accounting:accounting",
-    ],
+    deps = ["//tensorflow_privacy/privacy/optimizers:dp_optimizer_vectorized"],
 )
 
 py_binary(
@@ -81,10 +69,7 @@ py_binary(
     srcs = ["mnist_lr_tutorial.py"],
     python_version = "PY3",
     srcs_version = "PY3",
-    deps = [
-        "//tensorflow_privacy/privacy/optimizers:dp_optimizer",
-        "@com_google_differential_py//dp_accounting:accounting",
-    ],
+    deps = ["//tensorflow_privacy/privacy/optimizers:dp_optimizer"],
 )
 
 py_binary(
@@ -92,10 +77,7 @@ py_binary(
     srcs = ["lm_dpsgd_tutorial.py"],
     python_version = "PY3",
     srcs_version = "PY3",
-    deps = [
-        "//tensorflow_privacy/privacy/optimizers:dp_optimizer",
-        "@com_google_differential_py//dp_accounting:accounting",
-    ],
+    deps = ["//tensorflow_privacy/privacy/optimizers:dp_optimizer"],
 )
 
 py_binary(