diff --git a/README.md b/README.md
index 7206b665..8c646f27 100644
--- a/README.md
+++ b/README.md
@@ -90,6 +90,12 @@ We have provided the hyper-parameters of some models to achieve the state-of-the
 
 <strong> We are still trying more hyper-parameters and more training strategies (e.g., adversarial training and label smoothing regularization) for these models. </strong> Hence, this table is still in change. We welcome everyone to help us update this table and hyper-parameters.
 
+## Pip Install
+
+``` sh
+./build.sh  # build wheel file 
+pip install openke_***.whl  # install 
+```
 
 ## Installation
 
diff --git a/build.sh b/build.sh
new file mode 100755
index 00000000..65fa8b71
--- /dev/null
+++ b/build.sh
@@ -0,0 +1,6 @@
+python setup.py bdist_wheel -d ./
+
+rm -rf *.so
+rm -rf *.egg-info
+rm -rf build
+rm -rf dist
diff --git a/setup.py b/setup.py
new file mode 100644
index 00000000..fad4f8cd
--- /dev/null
+++ b/setup.py
@@ -0,0 +1,29 @@
+from setuptools import setup, find_packages, Extension
+
+version = '0.1.0'
+
+# g++ ./base/Base.cpp -fPIC -shared -o Base.so -pthread -O3 -march=native
+
+setup(
+    name="openke",
+    version=version,
+    license='MIT',
+    description='Pytorch Wrapper of C++ OpenKE-PyTorch',
+    author='thunlp',
+    url='https://github.com/thunlp/OpenKE',
+    packages=find_packages(),
+    ext_modules=[
+        Extension(
+            'base',
+            extra_compile_args=["-fPIC", "-shared", "-pthread", "-O3", "-march=native"],
+            extra_link_args=["-o", "OpenKEBase.so"],
+            sources=['./openke/base/Base.cpp']
+        )
+    ],
+    data_files=[('lib', ['OpenKEBase.so'])],
+    install_requires=[
+        'numpy==1.16.4',
+        'scipy',
+        'torch==1.2.0'
+    ],
+)