Neural Networks in Unity : C# Programming for Windows 10 /: C# Programming for Windows 10. ([2018])
- Record Type:
- Book
- Title:
- Neural Networks in Unity : C# Programming for Windows 10 /: C# Programming for Windows 10. ([2018])
- Main Title:
- Neural Networks in Unity : C# Programming for Windows 10
- Further Information:
- Note: Abhishek Nandy, Manisha Biswas.
- Authors:
- Nandy, Abhishek
Biswas, Manisha - Contents:
- Intro; Table of Contents; About the Authors; About the Technical Reviewer; Introduction; Chapter 1: Neural Network Basics; Introducing Neural Networks; Digging Deeper into Neural Networks; Perceptron; Activation Function and Its Different Types; Identity Function; Binary Step Function; Logistic or Sigmoid; Tan H Function; Arctan Function; Rectified Linear Unit; Leaky ReLU; Softmax Function; Biases and Weights; Neural Network from Scratch; Backpropagation; Summary; Chapter 2: Unity ML-Agents; Unity IDE; Getting Started with Machine Learning Agents; Let's Start with TensorFlow Understanding AnacondaWhat Is the NVDIA CUDA Toolkit?; GPU-Accelerated TensorFlow; Building a Project in Unity; Internal Operations for Machine Learning; Training Anaconda in Python Mode; Working with Jupyter Notebook; Proximity Policy Optimization; Summary; Chapter 3: Machine Learning Agents and Neural Network in Unity; Extending the Unity ML-Agents with Further Examples; Crawler Project; Testing the Simulation; Neural Network with Unity C#; Creating DataStructures; Experimenting with the Spider Asset; Summary; Chapter 4: Backpropagation in Unity C#; Going Further into Backpropagation Backpropogation in Unity C#Constructing Data Structures; Feed Forwarding and Initializing Weights; Testing of Backpropagation Neural Network; Summary; Chapter 5: Data Visualization in Unity; Machine Learning Data Visualization in Unity; Data Parsing; Working with Datasets; Another Example; Summary; Index
- Publisher Details:
- California : Apress
- Publication Date:
- 2018
- Copyright Date:
- 2018
- Extent:
- 1 online resource
- Subjects:
- 006.3/2
Computer science
Neural networks (Computer science) -- Computer programs
C# (Computer program language)
COMPUTERS / General
C# (Computer program language)
Computers -- Programming -- Microsoft Programming
Microsoft programming
Computer games—Programming
Microsoft software
Microsoft .NET Framework
Computers -- Programming -- Games
Games development & programming
Electronic books - Languages:
- English
- ISBNs:
- 9781484236734
1484236734 - Related ISBNs:
- 9781484236727
1484236726 - Notes:
- Note: Online resource; title from PDF title page (EBSCO, viewed July 18, 2018).
- Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.353605
- Ingest File:
- 01_311.xml