diff --git a/tensorflow/contrib/timeseries/examples/BUILD b/tensorflow/contrib/timeseries/examples/BUILD
index e10be88ece8..70c3a0720ee 100644
--- a/tensorflow/contrib/timeseries/examples/BUILD
+++ b/tensorflow/contrib/timeseries/examples/BUILD
@@ -17,6 +17,14 @@ config_setting(
 py_binary(
     name = "predict",
     srcs = ["predict.py"],
+    srcs_version = "PY2AND3",
+    tags = ["no_pip"],
+    deps = [":predict_main_lib"],
+)
+
+py_library(
+    name = "predict_main_lib",
+    srcs = ["predict.py"],
     data = ["data/period_trend.csv"],
     srcs_version = "PY2AND3",
     tags = ["no_pip"],
@@ -40,7 +48,7 @@ py_test(
         "notsan",  # b/67513579
     ],
     deps = [
-        ":predict",
+        ":predict_main_lib",
         "//tensorflow/python:client_testlib",
     ],
 )
@@ -48,6 +56,14 @@ py_test(
 py_binary(
     name = "known_anomaly",
     srcs = ["known_anomaly.py"],
+    srcs_version = "PY2AND3",
+    tags = ["no_pip"],
+    deps = [":known_anomaly_main_lib"],
+)
+
+py_library(
+    name = "known_anomaly_main_lib",
+    srcs = ["known_anomaly.py"],
     data = ["data/changepoints.csv"],
     srcs_version = "PY2AND3",
     tags = ["no_pip"],
@@ -66,7 +82,7 @@ py_test(
     srcs = ["known_anomaly_test.py"],
     srcs_version = "PY2AND3",
     deps = [
-        ":known_anomaly",
+        ":known_anomaly_main_lib",
         "//tensorflow/python:client_testlib",
     ],
 )
@@ -74,6 +90,14 @@ py_test(
 py_binary(
     name = "multivariate",
     srcs = ["multivariate.py"],
+    srcs_version = "PY2AND3",
+    tags = ["no_pip"],
+    deps = [":multivariate_main_lib"],
+)
+
+py_library(
+    name = "multivariate_main_lib",
+    srcs = ["multivariate.py"],
     data = ["data/multivariate_level.csv"],
     srcs_version = "PY2AND3",
     tags = ["no_pip"],
@@ -94,7 +118,7 @@ py_test(
     ],
     srcs_version = "PY2AND3",
     deps = [
-        ":multivariate",
+        ":multivariate_main_lib",
         "//tensorflow/python:client_testlib",
     ],
 )
@@ -102,6 +126,15 @@ py_test(
 py_binary(
     name = "lstm",
     srcs = ["lstm.py"],
+    srcs_version = "PY2AND3",
+    tags = ["no_pip"],
+    visibility = ["//visibility:public"],
+    deps = [":lstm_main_lib"],
+)
+
+py_library(
+    name = "lstm_main_lib",
+    srcs = ["lstm.py"],
     data = ["data/multivariate_periods.csv"],
     srcs_version = "PY2AND3",
     tags = ["no_pip"],
@@ -125,7 +158,7 @@ py_test(
     srcs_version = "PY2AND3",
     tags = ["notsan"],
     deps = [
-        ":lstm",
+        ":lstm_main_lib",
         "//tensorflow/python:client_testlib",
         "//tensorflow/python/estimator:estimator_py",
     ],