Update README.md

Author: Benoit-Muller

README.md

@@ -1,12 +1,12 @@
 # Low Rank Approximation Techniques Project ( ❛ ͜ʖ ❛ )
-Mini projet du cours Low Rank Approximation Techniques. \
-PDF des références:
+A project for the course Low-rank Approximation Techniques.
+
+![le chat](img4_100.jpg?raw=true "Title") + ![le Big Ben](img2_100.jpg?raw=true "Title") = ![le chat dans le Big Ben](img42.jpg?raw=true "Title")
+
+## Main references:
 - [1] [Massively scalable Sinkhorn distances via the Nyström method](https://arxiv.org/pdf/1812.05189.pdf)
 - [2] [Computational Optimal Transport](https://arxiv.org/pdf/1803.00567.pdf)
 - [3] [Adaptive color transfer with relaxed optimal transport](https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7025983)
 
-Prendre des images de 100 par 100
-
-On peut afficher nos images dans le README mdr:
-
-![le chat](img4_100.jpg?raw=true "Title") + ![le Big Ben](img2_100.jpg?raw=true "Title") = ![le chat dans le Big Ben](img42.jpg?raw=true "Title")
+## Code:
+- The notebook [main.ipynb](main.ipynb) contain all runnable code and output all the figures. Change the number of the images in the main to chose which original images you want to use.