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Hands-On Meta Learning with Python: Meta learning using one-shot learning, MAML, Reptile, and Meta-SGD with TensorFlow
Hands-On Meta Learning with Python: Meta learning using one-shot learning, MAML, Reptile, and Meta-SGD with TensorFlow

Explore a diverse set of meta-learning algorithms and techniques to enable human-like cognition for your machine learning models using various Python frameworks

Key Features

  • Understand the foundations of meta learning algorithms
  • Explore practical examples to explore...
Software Abstractions : Logic, Language, and Analysis
Software Abstractions : Logic, Language, and Analysis
Software is built on abstractions. Pick the right ones, and programming
will flow naturally from design; modules will have small and simple interfaces;
and new functionality will more likely fit in without extensive
reorganization. Pick the wrong ones, and programming will be a series
of nasty surprises: interfaces will become
...
Orchard CMS: Up and Running
Orchard CMS: Up and Running
A few months back, I wanted to create an online presence for my band, Daisy’s Gone. In the past, I would have started from scratch. But I remembered all the domains I’ve accumulated over the years that are now nothing more than parking pages at my registrar. It’s generally not hard to throw...
Spring Recipes: A Problem-Solution Approach (Books for Professionals by Professionals)
Spring Recipes: A Problem-Solution Approach (Books for Professionals by Professionals)
Spring addresses most aspects of Java/Java EE application development and offers simple solutions to them. By using Spring, you will be lead to use industry best practices to design and implement your applications. The releases of Spring 2.x have added many improvements and new features to the 1.x versions. Spring Recipes: A...
Creating Content Management Systems in Java (Charles River Media Programming)
Creating Content Management Systems in Java (Charles River Media Programming)
In today's fast-paced, information-packed world, it's critical for businesses to organize and manipulate the data gathered from customers, sales, and product responses, etc. into usable information. Content Management Systems (CMS) can do this for your business easily and efficiently. There are several commercial systems available, but customizing...
Implementing AppFog
Implementing AppFog

Getting to grips with the AppFog service is easily achieved with this hands-on guide, which walks you through creating and deploying applications to the cloud. You'll be developing your first application in minutes.

Overview

  • Create applications from scratch using the AppFog web console
  • ...
Building Mobile Apps at Scale: 39 Engineering Challenges
Building Mobile Apps at Scale: 39 Engineering Challenges
While there is a lot of appreciation for backend and distributed systems challenges, there tends to be less empathy for why mobile development is hard when done at scale.

This book collects challenges engineers face when building iOS and Android apps at scale, and common ways to tackle these. By scale, we mean having
...
Web Standards: Mastering HTML5, CSS3, and XML
Web Standards: Mastering HTML5, CSS3, and XML

Web Standards: Mastering HTML5, CSS3, and XML provides solutions to the most common website problems, and gives you a deep understanding of web standards and how they can be applied to improve your website. You will learn how to create fully standards-compliant websites and provide search engine-optimized Web documents with...

Construct Game Development Beginner's Guide
Construct Game Development Beginner's Guide
Welcome to Construct Game Development Beginner's Guide. In this book, you will be learning to use the free and open source software Construct Classic to make your own video games from scratch.

Construct Classic is a DirectX 9-based game creation environment for Windows, designed for making 2D games. Construct
...
Developing Mobile Games with Moai SDK
Developing Mobile Games with Moai SDK

Moai SDK is a fast, minimalist, open-source Lua mobile framework for pro game developers. Moai is built around Lua, a common programming language for games, and offers a single open-source platform for both the front-end elements seen by consumers and the back-end infrastructure.

Developing Mobile Games with Moai SDK will guide you...

Salesforce Reporting and Dashboards
Salesforce Reporting and Dashboards

Master the art of building successful reports and dashboards with this comprehensive guide

About This Book

  • Visualize and create advanced level reports and dashboards using Salesforce.com
  • Take advantage of creating reports and dashboards in the Salesforce mobile app, updated with Spring...
Applied Deep Learning: A Case-Based Approach to Understanding Deep Neural Networks
Applied Deep Learning: A Case-Based Approach to Understanding Deep Neural Networks

Work with advanced topics in deep learning, such as optimization algorithms, hyper-parameter tuning, dropout, and error analysis as well as strategies to address typical problems encountered when training deep neural networks. You’ll begin by studying the activation functions mostly with a single neuron (ReLu, sigmoid, and...

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