dimmu

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I hereby claim:

• I am dimmu on github.
• I am dimmu (https://keybase.io/dimmu) on keybase.
• I have a public key ASDF0gr-ebVZJdz9fNRONFTnsvCVulMJRvK3hvPKrqAfqAo

To claim this, I am signing this object:

dimmu

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.

dimmu

SCYLA WRITES:

id, type,      total ops,    op/s,    pk/s,   row/s,    mean,     med,     .95,     .99,    .999,     max,   time,   stderr, errors,  gc: #,  max ms,  sum ms,  sdv ms,      mb
4 threadCount, WRITE,        328557,   10880,   10880,   10880,     0.4,     0.3,     0.6,     0.9,     5.0,    50.0,   30.2,  0.01557,      0,      0,       0,       0,       0,       0
4 threadCount, total,        328557,   10880,   10880,   10880,     0.4,     0.3,     0.6,     0.9,     5.0,    50.0,   30.2,  0.01557,      0,      0,       0,       0,       0,       0
8 threadCount, WRITE,        461923,   15278,   15278,   15278,     0.5,     0.4,     1.0,     1.4,     4.6,    74.6,   30.2,  0.02429,      0,      0,       0,       0,       0,       0
8 threadCount, total,        461923,   15278,   15278,   15278,     0.5,     0.4,     1.0,     1.4,     4.6,    74.6,   30.2,  0.02429,      0,      0,       0,       0,       0,       0
16 threadCount, WRITE,        648995,   21530,   21530,   21530,     0.7,     0.7,