Tensorflow 2 Tutorial

A somewhat intermediate level intro to Tensorflow 2

by Ren Zhang

DescriptionTable of ContentsDetailsHashtagsReport an issue

Book Description

This book is a somewhat intermediate-level introduction to Tensorflow 2. We will eventually cover everything tf.keras, but no so fast until we implemented them with raw tffirst.

This open book is licensed under a Creative Commons License (CC BY-NC). You can download Tensorflow 2 Tutorial ebook for free in PDF format (0.7 MB).

Table of Contents

Chapter 1
Tensors, Operations, Variables and Automatic Differentiation
 
Chapter 2
AutoGraph
 
Chapter 3
Models, Layers and Activations
 
Chapter 4
Optimizers
 

Book Details

Subject
Computer Science
Publisher
Self-publishing
Published
2020
Pages
66
Edition
1
Language
English
PDF Size
0.7 MB
License
CC BY-NC

Book Hashtags

Related Books

TensorFlow Roadmap
A deep learning is of great interest these days, the crucial necessity for rapid and optimized implementation of the algorithms and designing architectures is the software environment. TensorFlow is designed to facilitate this goal. The strong advantage of TensorFlow is it flexibility is designing highly modular model which also can be a disadvanta...
Python Machine Learning Projects
As machine learning is increasingly leveraged to find patterns, conduct analysis, and make decisions - sometimes without final input from humans who may be impacted by these findings - it is crucial to invest in bringing more stakeholders into the fold. This book of Python projects in machine learning tries to do just that: to equip the developers ...
Libelf by Example
This tutorial introduces libelf, a library for reading and writing object code in the Extensible Linking Format (ELF) file format. - Getting started with libelf: obtaining a handle to an ELF object, establishing a working ELF version, and handling errors reported by libelf. - How ELF data structures are laid out in-memory and on disk, the notions...
Control Theory Tutorial
This open access brief introduces the basic principles of control theory in a concise self-study guide. It complements the classic texts by emphasizing the simple conceptual unity of the subject. A novice can quickly see how and why the different parts fit together. The concepts build slowly and naturally one after another, until the reader soon ha...
Rexx Programmer's Reference
Originally developed for mainframes but highly portable across platforms-from servers to desktops to handhelds-Rexx is an easy yet powerful scripting language that's widely used for rapid application development. Covers Rexx interpreters for specialized functions-object-oriented, mainframe, and handheld. There are 8 different free Rexx interp...
Raspberry Pi Projects Book
The Raspberry Pi is loved the world over by educators and makers thanks to its tiny size and endless possibilities. Find out why it's loved and how to use it with the latest official Projects Book - we've managed to stuff the fifth edition with another 200 pages of inspiring projects, practical tutorials, and definitive reviews. - Learn all abou...