The vast amount of code available on the web is increasing daily. Open-source hosting sites such as GitHub contain billions of lines of code. Community question-answering sites provide millions of code snippets with corresponding text and metadata. The amount of code available in executable binaries is even greater. Collectively, these increasing amounts of code have been referred to as “Big Code”.
Programming with “Big Code” looks at some of the recent research trends on leveraging “Big Code” for performing various programming tasks that are difficult to accomplish with traditional techniques. It discusses several recent applications, describes the dimensions of the problem, and illustrates how each application and example system fits these dimensions. It then selects one of the applications (statistical code completion) that captures various aspects of the problem of learning from “Big Code” and illustrates each of these aspects in detail.
The vast amount of code available on the web is increasing daily. Open-source hosting sites such as GitHub contain billions of lines of code. Community question-answering sites provide millions of code snippets with corresponding text and metadata. The amount of code available in executable binaries is even greater. Collectively, these increasing amounts of code have been referred to as “Big Code”.
Programming with “Big Code” looks at some of the recent research trends on leveraging “Big Code” for performing various programming tasks that are difficult to accomplish with traditional techniques. It discusses several recent applications, describes the dimensions of the problem, and illustrates how each application and example system fits these dimensions. It then selects one of the applications (statistical code completion) that captures various aspects of the problem of learning from “Big Code” and illustrates each of these aspects in detail.
Program in Python on a Raspberry Pi or PC by developing six computer games. Each game project is split into several chapters of the book. Rather than taking you through programming techniques as...
Big Data, Code and the Discrete City explores how digital technologies is gradually changing the way in which the public space is designed, managed , and experienced. This book examines...
This book is an introductory guide to programming and coding in Stata. Commonly encountered code in the field of medical statistics as well as the analyses of observational data are presented.This...
................................................................. The performance of a nonlinear programming algorithm can only be ascertained by numerical experiments requiring the collection and...
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