Update README.md

Author: gitabcworld

README.md

@@ -1,13 +1,28 @@
 # MatchingNetworks Pytorch Implementation
 This repo provides code that replicated the results of the Matching Networks for One Shot Learning paper on the Omniglot dataset.
 
-WORK IN PROCESS!
+## Installation of pytorch
+The experiments needs installing [Pytorch](http://pytorch.org/)
 
-# Training a model
+## Installation
 
-# Features
+    $ pip install -r requirements.txt
+    $ python main.py
 
-# Acknowledgements
+## Acknowledgements
 Special thanks to https://github.com/zergylord and https://github.com/AntreasAntoniou for their Matching Networks implementation. I intend to use some parts for this implementation. More details at https://github.com/zergylord/oneshot and https://github.com/zergylord/oneshot
 
+## Cite
+```
+@inproceedings{vinyals2016matching,
+  title={Matching networks for one shot learning},
+  author={Vinyals, Oriol and Blundell, Charles and Lillicrap, Tim and Wierstra, Daan and others},
+  booktitle={Advances in Neural Information Processing Systems},
+  pages={3630--3638},
+  year={2016}
+}
+```
 
+## Authors
+
+* Albert Berenguel (@aberenguel) [Webpage](https://scholar.google.es/citations?user=HJx2fRsAAAAJ&hl=en)