9Proprietary + Confidential Large Scale Refactorings & Automated Refactoring Tools 10 10Refactoring Tool Use Cases 02 11Proprietary + Confidential Consistent Code Formatting 12 12Proprietary + Confidential

viewer UI. • muraster Can be used to convert PDF pages to raster images. • mutool An all purpose tool for dealing with PDF files. 1.4 Supported file formats MuPDF supports the following file formats: viewer UI. • muraster Can be used to convert PDF pages to raster images. • mutool An all purpose tool for dealing with PDF files. Used in conjunction with the mutool JavaScript API 3.1 mupdf-gl The first page is “1”, and the last page is “N”. The default is “1-N”. This is the more customizable tool, but also has a more difficult set of command line options. It is primarily used for rendering a document

viewer UI. • muraster Can be used to convert PDF pages to raster images. • mutool An all purpose tool for dealing with PDF files. 1.4 Supported file formats MuPDF supports the following file formats: viewer UI. • muraster Can be used to convert PDF pages to raster images. • mutool An all purpose tool for dealing with PDF files. Used in conjunction with the mutool JavaScript API 4.1 mupdf-gl The first page is “1”, and the last page is “N”. The default is “1-N”. This is the more customizable tool, but also has a more difficult set of command line options. It is primarily used for rendering a document

viewer UI. • muraster Can be used to convert PDF pages to raster images. • mutool An all purpose tool for dealing with PDF files. 1.4 Supported file formats MuPDF supports the following file formats: viewer UI. • muraster Can be used to convert PDF pages to raster images. • mutool An all purpose tool for dealing with PDF files. Used in conjunction with the mutool JavaScript API 4.1 mupdf-gl The first page is “1”, and the last page is “N”. The default is “1-N”. This is the more customizable tool, but also has a more difficult set of command line options. It is primarily used for rendering a document

viewer UI. • muraster Can be used to convert PDF pages to raster images. • mutool An all purpose tool for dealing with PDF files. 1.4 Supported file formats MuPDF supports the following file formats: viewer UI. • muraster Can be used to convert PDF pages to raster images. • mutool An all purpose tool for dealing with PDF files. Used in conjunction with the mutool JavaScript API 5.1 mupdf-gl The first page is “1”, and the last page is “N”. The default is “1-N”. This is the more customizable tool, but also has a more difficult set of command line options. It is primarily used for rendering a document

for efficient training of models through gradient descent. • Gradient Clipping: To prevent the issue of exploding gradients, micrograd++ incorporates gradient clipping, ensuring stable training processes It supports basic arith- metic operations with automatic differentiation, enabling effi- cient gradient computation. The class also implements back- propagation to propagate gradients through the graph single layer in a neural network, composed of multiple neurons. It supports forward propagation and gradient computation, facilitating the construction and training of complex network architectures. MLP Class:

intertidal gradient. Functional Ecology 25:177-185 Bourdeau PE(2011) Constitutive and inducible defensive traits in co-occurring marine snails distributed across a vertical rocky intertidal gradient. Funct

everything that can happen. So what should we call these cases instead? We can describe them along the gradient between simple and complex. The fully competent grasp the full complexity of a problem. They understand

11 //start game text 12 var text = "Tap to begin"; 13 var style = { font: "30px Arial", fill: "#fff", align: "center" }; 14 var t = this.game.add.text(this.game.width/2, this.game.height/2 //highest score 18 text = "Highest score: "+this.highestScore; 19 style = { font: "15px Arial", fill: "#fff", align: "center" }; 20 21 var h = this.game.add.text(this.game.width/2, this.game showLabels: function() { 2 //score text 3 var text = "0"; 4 var style = { font: "20px Arial", fill: "#fff", align: "center" }; 5 this.scoreLabel = this.game.add.text(this.game.width-50, this

Chapter 2 Using Cargo When you start reading about Rust, you will soon meet Cargo, the standard tool used in the Rust ecosystem to build and run Rust applications. Here we want to give a brief overview Installation Please follow the instructions on https://rustup.rs/. This will give you the Cargo build tool (cargo) and the Rust compiler (rustc). You will also get rustup, a command line utility that you can files into binaries and other intermediate formats. • cargo: the Rust dependency manager and build tool. Cargo knows how to download dependencies, usually hosted on https://crates.io, and it will pass them