diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000..3099ac2
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,2 @@
+*
+!requirements.txt
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..11e4004
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,15 @@
+FROM jupyter/tensorflow-notebook
+
+MAINTAINER Denley Hsiao <denley@justtodo.com>
+
+ARG APP_DIR=/app/
+USER root
+
+RUN mkdir -p $APP_DIR
+COPY requirements.txt $APP_DIR
+WORKDIR $APP_DIR
+USER jovyan
+
+RUN pip install -r requirements.txt
+
+EXPOSE 8888
\ No newline at end of file
diff --git a/README.md b/README.md
index bf6f9fa..d42e670 100644
--- a/README.md
+++ b/README.md
@@ -18,6 +18,12 @@
 14. [DeepDream](https://zhuanlan.zhihu.com/p/27546601) ([Notebook](https://github.com/thrillerist/TensorFlow-Tutorials/blob/master/14_DeepDream_zh_CN.ipynb))
 15. [风格迁移](https://zhuanlan.zhihu.com/p/27697553) ([Notebook](https://github.com/thrillerist/TensorFlow-Tutorials/blob/master/15_Style_Transfer_zh_CN.ipynb))
 
+## 使用
+1. 在安装了docker-compose的终端执行：`docker-compose up`
+2. 在浏览器中打开日志中最后打印出的网址，如`http://localhost:8888/?token=1c267204f7e6e244f39ab866d7c25ac4ef3e7aecc1bc7ddc`
+3. 按`CTRL + C`停止运行
+
+
 ***
 
 [Original repository on GitHub](https://github.com/Hvass-Labs/TensorFlow-Tutorials)
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..54a5de7
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,9 @@
+version: "3"
+services:
+  app:
+    build: .
+    command: jupyter notebook
+    volumes:
+      - .:/app/
+    ports:
+      - "8888:8888"
\ No newline at end of file