Hands-On Neural Network Programming with C#-经管之家官网！

经济学管理学金融学统计学

您当前的位置> 考研考博>>

Hands-On Neural Network Programming with C#

发布：Nicolle | 分类：考研

关于本站

人大经济论坛-经管之家：分享大学、考研、论文、会计、留学、数据、经济学、金融学、管理学、统计学、博弈论、统计年鉴、行业分析包括等相关资源。
经管之家是国内活跃的在线教育咨询平台!

提供"微信号、微博、抖音、快手、头条、小红书、百家号、企鹅号、UC号、一点资讯"等虚拟账号交易，真正实现买卖双方的共赢。【请点击这里访问】

TOP热门关键词

专题页面精选

http://ec4.images-amazon.com/images/P/1789612012.7450911@qq.comHands-OnNeuralNetworkProgrammingwithC#:AddpowerfulneuralnetworkcapabilitiestoyourC#enterpriseapplicationsBy作者:MattR.ColeISBN-10书号:178 ...

坛友互助群

扫码加入各岗位、行业、专业交流群

http://ec4.images-amazon.com/images/P/1789612012.7450911@qq.com

Hands-On Neural Network Programming with C#: Add powerful neural network capabilities to your C# enterprise applications
By 作者: Matt R. Cole
ISBN-10 书号: 1789612012
ISBN-13 书号: 9781789612011
Release Finelybook 出版日期: 2018-10-09
pages 页数: (328 )
$39.99
Book Description to Finelybook sorting
Neural networks have made a surprise comeback in the last few years and have brought tremendous innovation in the world of artificial intelligence.
The goal of this book is to provide C# programmers with practical guidance in solving complex computational challenges using neural networks and C# libraries such as CNTK, and TensorFlowSharp. This book will take you on a step-by-step practical journey, covering everything from the mathematical and theoretical aspects of neural networks, to building your own deep neural networks into your applications with the C# and .NET frameworks.
This book begins by giving you a quick refresher of neural networks. You will learn how to build a neural network from scratch using packages such as Encog, Aforge, and Accord. You will learn about various concepts and techniques, such as deep networks, perceptrons, optimization algorithms, convolutional networks, and autoencoders. You will learn ways to add intelligent features to your .NET apps, such as facial and motion detection, object detection and labeling, language understanding, knowledge, and intelligent search.
Throughout this book, you will be working on interesting demonstrations that will make it easier to implement complex neural networks in your enterprise applications.
Contents
1: A QUICK REFRESHER
2: BUILDING OUR FIRST NEURAL NETWORK TOGETHER
3: DECISION TREES AND RANDOM FORESTS
4: FACE AND MOTION DETECTION
5: TRAINING CNNS USING CONVNETSHARP
6: TRAINING AUTOENCODERS USING RNNSHARP
7: REPLACING BACK PROPAGATION WITH PSO
8: FUNCTION OPTIMIZATIONS: HOW AND WHY
9: FINDING OPTIMAL PARAMETERS
10: OBJECT DETECTION WITH TENSORFLOWSHARP
11: TIME SERIES PREDICTION AND LSTM USING CNTK
12: GRUS COMPARED TO LSTMS, RNNS, AND FEEDFORWARD NETWORKS
What You Will Learn
Understand perceptrons and how to implement them in C#
Learn how to train and visualize a neural network using cognitive services
Perform image recognition for detecting and labeling objects using C# and TensorFlowSharp
Detect specific image characteristics such as a face using Accord.Net
Demonstrate particle swarm optimization using a simple XOR problem and Encog
Train convolutional neural networks using ConvNetSharp
Find optimal parameters for your neural network functions using numeric and heuristic optimization techniques.
Authors
Matt R. Cole
Matt R. Cole is a developer and author with 30 years’ experience. Matt is the owner of Evolved AI Solutions, a provider of advanced Machine Learning/Bio-AI, Microservice and Swarm technologies. Matt is recognized as a leader in Microservice and Artificial Intelligence development and design. As an early pioneer of VOIP, Matt developed the VOIP system for NASA for the International Space Station and Space Shuttle. Matt also developed the first Bio Artificial Intelligence framework which completely integrates mirror and canonical neurons. In his spare time Matt authors books, and continues his education taking every available course in advanced mathematics, AI/ML/DL, Quantum Mechanics/Physics, String Theory and Computational Neuroscience.

复制代码

扫码或添加微信号：坛友素质互助

「经管之家」APP：经管人学习、答疑、交友，就上经管之家！
免流量费下载资料----在经管之家app可以下载论坛上的所有资源，并且不额外收取下载高峰期的论坛币。
涵盖所有经管领域的优秀内容----覆盖经济、管理、金融投资、计量统计、数据分析、国贸、财会等专业的学习宝库，各类资料应有尽有。
来自五湖四海的经管达人----已经有上千万的经管人来到这里，你可以找到任何学科方向、有共同话题的朋友。
经管之家（原人大经济论坛），跨越高校的围墙，带你走进经管知识的新世界。
扫描下方二维码下载并注册APP

本文关键词：

本文论坛网址：https://bbs.pinggu.org/thread-6712289-1-1.html

上一篇 | What Is Computer Science

下一篇 | 西北师范大学考研真题硕士研究生入学考试 ...

考研精彩帖子推荐更多

您可能感兴趣的文章

本站推荐的文章

人气文章

本文标题：Hands-On Neural Network Programming with C#

本文链接网址：https://bbs.pinggu.org/jg/kaoyankaobo_kaoyan_6712289_1.html

1.凡人大经济论坛-经管之家转载的文章,均出自其它媒体或其他官网介绍,目的在于传递更多的信息,并不代表本站赞同其观点和其真实性负责；
2.转载的文章仅代表原创作者观点,与本站无关。其原创性以及文中陈述文字和内容未经本站证实,本站对该文以及其中全部或者部分内容、文字的真实性、完整性、及时性，不作出任何保证或承若；
3.如本站转载稿涉及版权等问题,请作者及时联系本站,我们会及时处理。

Hands-On Neural Network Programming with C#-经管之家官网！

考研