Code Monkey home page Code Monkey logo

deep-learning-with-tensorflow-book-en's Introduction

Deep-Learning-with-TensorFlow-book-EN

Deep Learning with TensorFlow 2+ eBook.

Open source and free to read for Non-commercial use.

Will update a chapter once completed.

NOTICE: the book is still in developing and feel free to submit a issues to make it better.

Contents

  • 01.Introduction
  • 02.Regression
  • 03.Classification
  • 04.TensorFlow 2 Basics
  • 05.TensorFlow 2 Pro
  • 06.Neural Network
  • 07.Backpropagation Algorithm
  • 08.Keras Basics
  • 09.Overfitting
  • 10.Convolutional Neural Network
  • 11.Recurrent Neural Network
  • 12.Auto-Encoders
  • 13.Generative Adversarial Network
  • 14.Reinforcement Learning
  • 15.Custom Dataset pipeline

deep-learning-with-tensorflow-book-en's People

Contributors

dragen1860 avatar xzenggit avatar

Stargazers

 avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.