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MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

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deep-learning machine-learning linear-algebra mit deeplearning pdf neural-network neural-networks machine thinking

mit-deep-learning-book-pdf's Introduction

MIT Deep Learning Book (beautiful and flawless PDF version)

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville.

Project Starter Template

A good project structure is very important for data-science and data-analytics work. I have open-sourced a very effective repo with project starter template: Repo Link

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Deep Learning

An MIT Press book Ian Goodfellow and Yoshua Bengio and Aaron Courville

This is the most comprehensive book available on the deep learning and available as free html book for reading at http://www.deeplearningbook.org/

Comment on this book by Elon Musk

Written by three experts in the field, Deep Learning is the only comprehensive book on the subject." -- Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX

This is not available as PDF download. So, I have taken the prints of the HTML content and binded into a flawless PDF version of the book, as suggested by the website itself

http://www.deeplearningbook.org/ says:

What is the best way to print the HTML format?

Printing seems to work best printing directly from the browser, using Chrome. Other browsers do not work as well.

This repository contains

The pdf version of the book which is available in html at http://www.deeplearningbook.org/
The book is available in chapter wise PDFs as well as complete book in PDF.

Some useful links for this learning:

If you like this book then buy a copy of it and keep it with you forever. This will help you and also support the authors and the people involved in the effort of bringing this beautiful piece of work to public. Buy it from amazon, It is not expensive ($72). Amazon

An MIT Press book

Ian Goodfellow, Yoshua Bengio and Aaron Courville

The Deep Learning textbook is a resource intended to help students and practitioners
enter the field of machine learning in general and deep learning in particular. 
The online version of the book is now complete and will remain available online for free. 

Citing the book

To cite this book, please use this bibtex entry:

@book{Goodfellow-et-al-2016,
    title={Deep Learning},
    author={Ian Goodfellow and Yoshua Bengio and Aaron Courville},
    publisher={MIT Press},
    note={\url{http://www.deeplearningbook.org}},
    year={2016}
}

mit-deep-learning-book-pdf's People

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elenita1221 webmaven beacloudgenius boniface mthoma202 nithindd valeman perfectbluefeynman raghparihar hieulem gauravmishraitbhu ahmedhani kevark vicsanjinez cauyrd omarbenites jennyluciav adrianalbert geniusgeek biranchi2018 dhwanishah tambralinga inevity jjwangnlp ai4devmasters tanduong tahirh sierxue mdsami n-vijaykarthik jc-b sswarnak77 dmarinav habibutsu akshayemp greengrass2015 sourcedexter atifs pavelanni yashwant-nagarjuna sunnycd aj07 thanhtu19392 alfords anirban18 tlexy jamac22 mbraihan jzpgit lz714 vpillajr melindadevins semtle bharadwaj003 itsmuriuki kinglu atesop caomw jiandanjinxin amarsubedi poyoin pm1596 freudshow nourozr mhmohona seyiomotere gaoshoufenmu david9998 agarwalashish leima-hit soumyavps heefan pursh2002 ecmyhre tennlin mitunsuvarna zhencang amiablearul ktapsyman saboohimahmood marcelomata anudeep13 caldmet70 engineered3ntropy ifff candleinwindsteve ljianx2006 tuanho sumit2318 macwu1992 richasinha joaopcanario noahpieta saadmahboob libin1987832 jamesliao2016 repogit44 william251082 sskirpekar unosonu

mit-deep-learning-book-pdf's Issues

Chapter outline

Hi. Nice work. One suggestion though - would it be possible to create an outline for easier navigation (at least at the chapter level)?

copyright issue ?

http://www.deeplearningbook.org/ said:

Can I get a PDF of this book?
No, our contract with MIT Press forbids distribution of too easily copied electronic formats of the book.

Norm properties

In page 54, I think that the first propertie of a norm should have "if and only if".
f(x)=0 if and only if x=0
Regards

Different between the 3 pdf files

What is the difference between the 3 pdf?

complete-book-bookmarked-pdf/deeplearningbook.pdf does not seem to have bookmarks (according to Preview on macOS) but it has working hyperlinks
complete-book-pdf/deeplearningbook.pdf seems equal to ``complete-book-bookmarked-pdf/deeplearningbook.pdf
complete-book-pdf/Ian Goodfellow, Yoshua Bengio, Aaron Courville - Deep Learning (2017, MIT) seems equal to the other two but with no hyperlinks working. Interestingly, it's a little bigger in size.
All 3 pdf files have 800 pages, not sure if the content is exactly the same or if some include some corrections.

Deep learning

fishers iris data set

Its a small detail, but the dataset used by fisher contained measurements of 50, not 150 plants.
Thank you for you great work :D

edit: The error is on my side, sorry! It was 50 plants per type , from which exist 3.

Hi Friend

add logical pages support

Hi, it's possible to add the support for numbering the pages like "VII (7 of 800)" when in the preamble and then like "20 (27 of 800)? In this way it's easier to reference the content of a specific page. (e.g "go to the example at page n")

there is no index

there is no index list for this book

cross-link index

Ali -- thank you for your efforts putting this pdf together. It is almost flawless except for the index that is not cross referenced with the text. I wonder how difficult would it be to add hyperlinks to the index entries?

How to export it to .EPUB format?

Hi fellow DL expert,

I'm curious how to export this book into .EPUB format? any way to convert it smoothly with good format?

Thank you!

Deep learning

OCR-ed version?

Has anyone already run it through the python package for OCRing PDFs?

please add bookmark to pdf

The book will be great if has bookmark.

PDF without colored hyperlinks

Hi,

I am trying to print the book, but due to the hyperlinks being red (for TOC) and green (for cross-reference for papers), I am not getting them printed well. Is there a way that everything can be turned to the same color for a B&W print out? The images or other items can remain as they are, just the text.

Thanks.