add Tutorials + books + libraries

.gitignore

@@ -0,0 +1,41 @@
+# Latex files
+
+*.aux
+*.glo
+*.idx
+*.log
+*.toc
+*.ist
+*.acn
+*.acr
+*.alg
+*.bbl
+*.blg
+*.tui
+*.top
+*.tmp
+*.mp
+*.dvi
+*.glg
+*.gls
+*.ilg
+*.ind
+*.lof
+*.lot
+*.maf
+*.mtc
+*.mtc1
+*.out
+*.synctex.gz
+*.pdf
+
+# Mac IDE files
+*.swp
+*~
+*(Autosaved).rtfd/
+Backup[ ]of[ ]*.pages/
+Backup[ ]of[ ]*.key/
+Backup[ ]of[ ]*.numbers/
+
+# Mac finder files and hidden folders
+.DS_Store

README.md

@@ -1,2 +1,24 @@
-# awesome-optimal-transport
+# Awesome Optimal Transport
 A list of awesome papers and cool resources on optimal transport and its applications in general! As you will notice, this list is currently mostly focused on optimal transport for machine learning topics.
+
+
+# Table of Contents
+
+* [Tutorial and Blogs](#tutorials-and-blogs)
+* [Libraries](#libraries)
+* [Books](#books)
+
+# Tutorials and Blogs
+
+* [Course notes on Optimal Transport - MVA master ENS Paris-Saclay](https://optimaltransport.github.io/slides-peyre/CourseOT.pdf)
+* [Optimal Transport tutorial](http://remi.flamary.com/cours/tuto_otml.html)
+
+# Libraries
+
+* [POT: Python Optimal Transport](https://pythonot.github.io/)
+* [Geomloss](https://www.kernel-operations.io/geomloss/) (Pytorch library of regularized OT loss variants)  | [GitHub Repo](https://github.com/jeanfeydy/geomloss)
+
+# Books
+
+* [Computational Optimal Transport](https://optimaltransport.github.io/) | [Arxiv](https://arxiv.org/abs/1803.00567)
+* [Optimal Transport for Applied Mathematicians](https://www.imo.universite-paris-saclay.fr/~filippo/OTAM-cvgmt.pdf)