From 733726dfe9f8f5465926edf4f6c07878ed3961ce Mon Sep 17 00:00:00 2001
From: Awni Hannun <awni.hannun@gmail.com>
Date: Sun, 2 Apr 2017 14:11:06 -0700
Subject: [PATCH] Update README.md

---
 README.md | 23 +++++++++++++++++++++++
 1 file changed, 23 insertions(+)

diff --git a/README.md b/README.md
index 4f0b166..1503264 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,5 @@
+### Install
+
 Install dependencies for running on the deep cluster with Python 3 and GPU enabled Tensorflow
 
 ```
@@ -22,15 +24,36 @@ export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/cuda-8.0/lib64
 export PATH=$PATH:/usr/local/cuda-8.0/bin:
 ```
 
+### Run
+
 Run with
 ```
 gpu=0
 env CUDA_VISIBLE_DEVICES=$gpu python train.py
 ```
 
+### Tensorboard
+
 To view results run:
 ```
 port=8888
 log_dir=<directory_of_saved_models>
 tensorboard --port $port --logdir $log_dir
 ```
+
+### Jupyter Notebook
+
+First install `jupyter` with
+```
+pip install jupyter
+```
+
+Then to launch the notebook
+
+```
+cd notebooks
+env CUDA_VISIBLE_DEVICES=<gpu> jupyter notebook --port <port> --ip 0.0.0.0
+```
+replace `<gpu>` and `<port>` with desired values.
+
+