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Quick List of Resources for Topological Data Analysis with Emphasis on Machine Learning

This is just a quick list of resourses on TDA that I put together for @rickasaurus after he was asking for links to papers, books, etc on Twitter and is by no means an exhaustive list.

Survey Papers

Both Carlsson's and Ghrist's survey papers offer a very good introduction to the subject

Topology and Data by Gunnar Carlsson
Barcodes: The Persistent Topology of Data by Robert Ghrist

Other Papers and Web Resources

Extracting insights from the shape of complex data using topology A good introductory paper in Nature on the Mapper algorithm.

	! Hybrid Terminal Colours. Uses the palette from Tomorrow-Night:
	! https://github.com/chriskempson/tomorrow-theme/blob/master/vim/colors/Tomorrow-Night.vim
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	hostname <Local OS hostname>
	password <Any random phrase>
	enable password <Any random phrase>
	!
	log file /var/log/quagga/bgpd
	!debug bgp events
	!debug bgp zebra
	debug bgp updates