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134 строки
4.8 KiB
Plaintext
134 строки
4.8 KiB
Plaintext
lists
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https://proglib.io/p/deep-learning-books/
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Zhang - Dive into Deep Learning
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http://d2l.ai/index.html
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https://github.com/d2l-ai/d2l-en
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https://en.d2l.ai/d2l-en.pdf
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2024
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https://udlbook.github.io/udlbook/
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https://github.com/udlbook/udlbook
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https://www.youtube.com/playlist?list=PLRdABJkXXytCz19PsZ1PCQBKoZGV069k3
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2022
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Kneusel - Math for Deep Learning
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5CCB9186D4FC12B7B5524B1EB1548FC1
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464625086F3C8BB3D41D4F9B710AFB03
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185B571AE0A75F850B0164CE201D38CE
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Ferlitsch - Deep Learning Patterns and Practices ru
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94CF7EC970A346B79AC0D0D2CCF2B7E8
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!!!
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2021
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Glassner - Deep Learning A Visual Approach
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E418FBF6726D42FB8A9A140C0A6A94AE
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FA0A1197B4A9D15A0CDF385929AA7356
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671312F9D2521D0C9096089A8470FB73
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2020
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Krohn - Deep Learning Illustrated
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8D1BC33FD5031EBF991E91AB2C9CB82D
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8C7D7D2E26448220C59AB241F14D3B0E
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D4125734675231EFBFE6D69F5B45C740
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229639A9ACCF5A359FA494EBB1173275
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Buduma - Fundamentals of Deep Learning ru
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E84C09DCCE4C11E9E20CBF04A62F488A
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Michelucci - Applied Deep Learning ru
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https://vk.com/doc4004138_522102307?hash=8324f5e6927c59dc9a
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D60A78C32635E82A189B6F40AF277CE7
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Teofili - Deep Learning for Search ru
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4F09D4BFA469AAEFF1C4CEE4D1DCC596
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FB59B0CAB14998D5126B3E7D96B87E30
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60DFDA318B8563B35249608B1E470B9C
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! 319p, using DL4J
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Glassner - Deep Learning From Basics to Practice v2 ru
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42FEB6FD376E3C5FE6EE063D7E952F44
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CD9A9D1EFC1265322F6B98506114CD7C
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! 611p, good
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Glassner - Deep Learning From Basics to Practice v1 ru
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88F2CD6C26CDCF8831FECEE076497B4F
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D5E12C62C405C0E9295D2F00E399EE19
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! 585p, good
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MuellerMassaron - Deep Learning ru
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3BE0F6334D9002EFD38E8F482037FD64
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0A7D31B69F2A88EF96577F2B6DF99005
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2019
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Mueller - Deep Learning For Dummies
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Trask - Grokking Deep Learning
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https://habr.com/ru/company/piter/blog/464509/
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Molnar - Interpretable Machine Learning
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https://christophm.github.io/interpretable-ml-book/
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Foster - Generative Deep Learning
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E6D06564013B3B6742F48C5B770F5A47
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Teofili - Deep Learning for Search
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6A0F43FFC6BED37857A1C819BD51DF1E
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! using DL4J
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VasilevSlaterGianmarioSpacagna - Python Deep Learning 2nd ed
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https://vk.com/doc255577237_537159420?hash=6306530d86f14c381c
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Kelleher - Deep Learning
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https://vk.com/doc4004138_546626589?hash=d386ffd8b6a3c9f2e7
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2D3022D58C53A464A50DEB91F5AB2B7F
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3418F2CDE27DBE65F2FA0FEA08F047E7
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! just overview, not so deep
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Aggarwal - Neural Networks and Deep Learning
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https://vk.com/doc270219984_549342596?hash=4062ef4b30b6408084
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GraesserKeng - Foundations of Deep Reinforcement Learning
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66B16197BACADF2D3FD585228CC006A9
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2018
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NikolenkoKadurin - Deep Learning ru
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p 128..137..177..232..278..331..373..410..451
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2486E541029583877C7E6643778B9E47
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D3A0064BB131A9D0A3B6B2834B6B6CD7
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809AD26AE4C6BB24B6C8AB53373771F0
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https://vk.com/doc122837690_554505722?hash=e24df5302918d197be
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https://vk.com/doc420592894_558431582?hash=d4b3d5befa8bb0486f
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https://habrahabr.ru/company/piter/blog/346358/
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https://www.piter.com/product/glubokoe-obuchenie
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https://books.google.by/books?id=Zi48DwAAQBAJ&printsec=frontcover&hl=ru#v=onepage&q&f=false
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https://www.labirint.ru/books/622166/
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https://oz.by/books/more10663570.html
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https://www.ozon.ru/context/detail/id/142987816/
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Vieira - Introduction to Deep Learning Business Applications for Developers (too shallow)
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Skansi - Introduction to Deep Learning
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Krohn - Deep Learning Illustrated (small, without math)
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Chollet - Deep Learning with Python ru
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https://vk.com/doc44301783_456810592
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https://vk.com/doc7608079_460118633
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C3AD2D7E6EE41CF2818EEF891A984FDD
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900D739E4B0305A0422F4DC23E0CC76C
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Patterson - Deep Learning - A Practitioner Approach ru
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5582E21670AEE2895F5E907A53D61EDE
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https://vk.com/doc74080069_516268202?hash=74d3f98815ec1c25e0
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Burtsev
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https://vk.com/doc4004138_453543210
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https://vk.com/doc4004138_453721152
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Nielsen - Neural Networks and Deep Learing (? intro ?)
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http://neuralnetworksanddeeplearning.com/
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https://habr.com/ru/post/463171/
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https://habr.com/ru/post/458724/
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https://habr.com/ru/post/457980/
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https://habr.com/ru/post/456738/
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Manning - Trask - Grokking Deep Learning
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https://iamtrask.github.io/
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Sugomori - Deep Learning Essentials
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https://vk.com/doc4004138_453604538?hash=bc45396af5fb16e314
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2017
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Buduma - Fundamentals of Deep Learning (tf)
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https://vk.com/doc2036633_464888587
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Paterson - Deep Learning (dl4j)
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https://vk.com/doc2036633_464888588
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2016
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!!!
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https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/DeepLearning-NowPublishing-Vol7-SIG-039.pdf
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Popular and Short (java)
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Gibson - Deep Learning ER
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Deng - 2014 - Deep Learning: Methods and Applications
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https://www.microsoft.com/en-us/research/publication/deep-learning-methods-and-applications/?from=http%3A%2F%2Fresearch.microsoft.com%2Fpubs%2F209355%2Fdeeplearning-nowpublishing-vol7-sig-039.pdf#
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Gulli - Deep Learning with Keras ru
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