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 “toggle all” at the top of this document. Background Python is the main scripting language used at Google. This style guide is a list of dos and don’ts for Python programs. To help you format code correctly

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, 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 to represent the code. Optional formatting choices

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 conventions cover far more than just source file formatting. Most open-source projects developed by Google conform to the requirements in this guide. Note that this guide is not a C++ tutorial: we assume taste should prevail. By this we specifically refer to the established conventions of the entire Google C++ community, not just your personal preferences or those of your team. Be skep- tical about and

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 share, and 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) command on the same line. (Semicolons are not necessary, and are omitted for consistency with other Google style guides.) Organization General Layout and Ordering If everyone uses the same general ordering

and Overview Matthias Boehm, Graz University of Technology, WS 2020/21 Paper Projects  Visual Analytics  #1.1 Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya G. Parameswaran: ShapeSearch: Volker Markl: M4: A Visualization-Oriented Time Series Data Aggregation. PVLDB 7(10) 2014  Video Analytics  #2.1 Favyen Bastani, Songtao He, Arjun Balasingam, Karthik Gopalakrishnan, Mohammad Alizadeh Zaharia: BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics. PVLDB 13(4) 2019  #2.3 Daniel Kang, John Emmons, Firas Abuzaid, Peter Bailis, Matei Zaharia:

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