From f338718068422570d43f5dcccde6c1af22499d99 Mon Sep 17 00:00:00 2001
From: Rémi Flamary <remi.flamary@gmail.com>
Date: Thu, 27 Oct 2016 17:45:29 +0200
Subject:  final demo 2D

---
 Makefile  | 7 +++----
 README.md | 2 +-
 2 files changed, 4 insertions(+), 5 deletions(-)

diff --git a/Makefile b/Makefile
index 9a54e42..c817639 100644
--- a/Makefile
+++ b/Makefile
@@ -11,7 +11,7 @@ help :
 	@echo "    remove - remove the package (local user)"
 	@echo "    sremove - remove the package (system with sudo)"
 	@echo "    clean - remove any temporary files"
-
+	@echo "    notebook - launch ipython notebook"	
 build :
 	$(PYTHON) setup.py build
 
@@ -30,10 +30,9 @@ sremove :
 	$(PYTHON) setup.py install  --record files.txt
 	tr '\n' '\0' < files.txt | sudo xargs -0 rm -f --
 	rm files.txt
-	
+
 clean :
 	$(PYTHON) setup.py clean
-	
+
 notebook :
 	ipython notebook --matplotlib=inline  --notebook-dir=examples/
-
diff --git a/README.md b/README.md
index 9793512..d8afbfe 100644
--- a/README.md
+++ b/README.md
@@ -37,7 +37,7 @@ Note that for easier access the module is name ot instead of pot.
 The examples folder contain several examples and use case for the library. Here is a list of the Python notebook if you want a quick look.
 
 * [1D optimal transport](examples/Demo_1D_OT.ipynb)
-
+* [2D optimal transport on empirical distributions](examples/demo_OTDA_2D.py)
 
 ## Acknowledgements
 
-- 
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