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Information Geometry and Its Applications (Applied Mathematical Sciences)

Shun-ichi Amari




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 | #736513 in Books |  Springer |  2016-02-02 | Original language:English | PDF # 1 |  9.21 x.88 x6.14l,.0 | File type: PDF | 373 pages

 | Springer

||8 of 10 people found the following review helpful.| Form over content|By Ijon Tichy|I really like this book, and I would love to give it five stars. As I have some background in differential geometry, and currently work with large sets of data, I find the marriage between machine learning and differential geometry very appealing. Having said this, the resulting "information geometry" seems to have very little new insight to off|From the Back Cover|This is the first comprehensive book on information geometry, written by the founder of the field. It begins with an elementary introduction to dualistic geometry and proceeds to a wide range of applications, covering information science, eng

This is the first comprehensive book on information geometry, written by the founder of the field. It begins with an elementary introduction to dualistic geometry and proceeds to a wide range of applications, covering information science, engineering, and neuroscience. It consists of four parts, which on the whole can be read independently. A manifold with a divergence function is first introduced, leading directly to dualistic structure, the heart of information ge...

You can specify the type of files you want, for your device.Information Geometry and Its Applications (Applied Mathematical Sciences)   |  Shun-ichi Amari. I have read it a couple of times and even shared with my family members. Really good. Couldnt put it down.

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