Google Java Style Guide Google Java Style Guide 1 Introduction This document serves as the complete definition of Google’s coding standards for source code in the Java™ Programming Language. A Java Java source file is described as being in Google Style if and only if it adheres to the rules herein. Like other programming style guides, the issues covered span not only aesthetic issues of formatting, appear occasionally throughout the document. 1.2 Guide notes Example code in this document is non-normative. That is, while the examples are in Google Style, they may not illustrate the only stylish way

Google Python Style Guide Google Python Style Guide Revision 2.59 Amit Patel Antoine Picard Eugene Jhong Jeremy Hylton Matt Smart Mike Shields Each style point has a summary for which additional information Language Features Lexical Scoping Function and Method Decorators Threading Power Features 1 Python Style Rules Semicolons Line length Parentheses Indentation Blank Lines Whitespace Shebang Line Comments Statements Access Control Naming Main Important Note Displaying Hidden Details in this Guide link￿ This style guide contains many details that are initially hidden from view. They are marked by the triangle

Google C++ Style Guide Google C++ Style Guide Background C++ is one of the main development languages used by many of Google’s open- source projects. As every C++ programmer knows, the language has complexity, which in turn can make code more bug-prone and harder to read and maintain. The goal of this guide is to manage this complexity by describing in detail the dos and don’ts of writing C++ code. These coders to use C++ language features produc- tively. Style, also known as readability, is what we call the conventions that govern our C++ code. The term Style is a bit of a misnomer, since these conventions

Google’s R Style Guide Google’s R Style Guide R is a high-level programming language used primarily for statistical computing and graphics. The goal of the R Programming Style Guide is to make our R verify. The rules below were designed in collaboration with the entire R user community at Google. Summary: R Style Rules 1. File Names: end in .R 2. Identifiers: variable.name (or variableName), FunctionName the # 12. Function Definitions and Calls 13. Function Documentation 14. Example Function 15. TODO Style: TODO(username) Summary: R Language Rules 1. attach: avoid using it 2. Functions: errors should

edu/ml/index.php  Florida Sparse Matrix Collection: https://sparse.tamu.edu/  Google dataset search: https://datasetsearch.research.google.com/  Common Datasets in ML: ImageNet, Mnist, CIFAR, KDD, Criteo  Common Presentation – Result Interpretation, cont.  Use the Right PL Tools / Flags  E.g., Understanding Java JIT compilation -XX:+PrintCompilation  E.g., Understanding HW Cache Hierarchy (L1i 32KB) -XX:

Scientific Reading and Writing Matthias Boehm, Graz University of Technology, WS 2021/22 Writing Style  Goal: Clear, easy-to-read writing  Variation  Diversity (structure, length of sentences/paragraphs Scientific Reading and Writing Matthias Boehm, Graz University of Technology, WS 2021/22 Writing Style, cont.  Prefer Active Voice  Easier to understand, shorter, more interesting to read  Use we Scientific Reading and Writing Matthias Boehm, Graz University of Technology, WS 2021/22 Writing Style, cont.  Articles and Spaces  Plural allows to drop articles  Use guarded spaces for references