Essential Code

  •        73

PL: Niezb?dny kod EN: Essential Code



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scaloid - Scaloid makes your Android code easy to understand and maintain.

  •    Scala

Scaloid is a library that simplifies your Android code. It makes your code easy to understand and maintain by leveraging Scala language."Being practically simple" is number one principle of Scaloid. Most frequently used things should be written shorter, like Huffman coding. To do this, I first observed Android programs I wrote, and thought that which part of the code is more fundamental than others. For example, what is the most essential part of buttons? Buttons should have some visible things on it, such as title or image, so the buttons are created like this: SButton("Hello"). The second essential part is doing something when it is pressed: SImageButton(R.drawable.hello, toast("World!")). What should be the third one? The answer might not the same for every people, but I think that repetition frequency of press-and-hold action is nice: SButton("Add", n += 1, 500) increases n for every 500 milliseconds when the user holds the button.

Essentials - Essential cross platform APIs for your mobile apps.

  •    CSharp

Xamarin.Essentials gives developers essential cross-platform APIs for their mobile applications. iOS, Android, and UWP offer unique operating system and platform APIs that developers have access to all in C# leveraging Xamarin. It is great that developers have 100% API access in C# with Xamarin, but these APIs are different per platform. This means developers have to learn three different APIs to access platform specific features. With Xamarin.Essentials developers have a single cross-platform API that works with any iOS, Android, or UWP application that can be accessed from shared code no matter how the user interface is created.

practical-machine-learning-with-python - Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system

  •    Jupyter

"Data is the new oil" is a saying which you must have heard by now along with the huge interest building up around Big Data and Machine Learning in the recent past along with Artificial Intelligence and Deep Learning. Besides this, data scientists have been termed as having "The sexiest job in the 21st Century" which makes it all the more worthwhile to build up some valuable expertise in these areas. Getting started with machine learning in the real world can be overwhelming with the vast amount of resources out there on the web. "Practical Machine Learning with Python" follows a structured and comprehensive three-tiered approach packed with concepts, methodologies, hands-on examples, and code. This book is packed with over 500 pages of useful information which helps its readers master the essential skills needed to recognize and solve complex problems with Machine Learning and Deep Learning by following a data-driven mindset. By using real-world case studies that leverage the popular Python Machine Learning ecosystem, this book is your perfect companion for learning the art and science of Machine Learning to become a successful practitioner. The concepts, techniques, tools, frameworks, and methodologies used in this book will teach you how to think, design, build, and execute Machine Learning systems and projects successfully.

Drizzle - Database optimized for Cloud

  •    C++

Drizzle is a database optimized for Cloud infrastructure and Web applications. It is designed for massive concurrency on modern multi-cpu architecture. Its memory usage is optimized for increased performance and parallelism. The Drizzle team has removed non-essential code, re-factored the remaining code into a plugin-based architecture and modernized the code base moving to C++.



Display always current version of your software even when automatically deploying from CI server.

build-essential - Development repository for Opscode Cookbook build-essential

  •    Ruby

Development repository for Opscode Cookbook build-essential

zent - A collection of essential UI components written with React.

  •    Javascript

Zent ( \ˈzent\ ), a collection of essential UI components written with React. Zent ( \ˈzent\ ) is a React component library developed and used at Youzan. Zent provides a collection of essential UI components and lots of useful domain specific components.

Quake2 and Xatrix DM plus

  •    C

Quake2 baseq2/Xatrix enhanced code for DED DM only servers - all non-essential code/clutter removed, fixed bugs and game play enhancements added. Designed for speed on a deathmatch server (r1q2ded recommended) - server:

CaffeineScript(BETA) - A beautiful, fun language designed to maximize your JavaScript productivity

  •    Javascript

CaffeineScript is an open-source programming language that compiles to JavaScript. The goal is to minimize total effort, over a product's lifetime, for the entire team. Design thinking is essential for achieving that goal. That means user-experience and graphic design are as important as computer-science and software engineering. A well-designed language makes code more beautiful, programming more fun, and, ultimately, lets us get more done with less effort.

statistics-for-data-scientists - Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"

  •    R

The scripts are stored by chapter and replicate most of the figures and code snippets. HOW TO GET THE DATA: Run R script: The data is not saved on github and you will need to download the data. You can do this in R using the sript src/download_data.r. This will copy the data into the data directory ~/statistics-for-data-scientists/data.



Basic but essential source code example for SharePoint 2010

AramHTML Library

  •    DotNet

AramHTML Library Creates essential HTML tags programatically.


  •    C

Kaffe is a clean room implementation of the Java virtual machine, plus the associated class libraries needed to provide a Java runtime environment.

PHP_CodeSniffer - PHP_CodeSniffer tokenizes PHP, JavaScript and CSS files and detects violations of a defined set of coding standards

  •    PHP

PHP_CodeSniffer is a set of two PHP scripts; the main phpcs script that tokenizes PHP, JavaScript and CSS files to detect violations of a defined coding standard, and a second phpcbf script to automatically correct coding standard violations. PHP_CodeSniffer is an essential development tool that ensures your code remains clean and consistent. PHP_CodeSniffer requires PHP version 5.4.0 or greater, although individual sniffs may have additional requirements such as external applications and scripts. See the Configuration Options manual page for a list of these requirements.

ResNeXt - Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

  •    Lua

This repository contains a Torch implementation for the ResNeXt algorithm for image classification. The code is based on fb.resnet.torch. ResNeXt is a simple, highly modularized network architecture for image classification. Our network is constructed by repeating a building block that aggregates a set of transformations with the same topology. Our simple design results in a homogeneous, multi-branch architecture that has only a few hyper-parameters to set. This strategy exposes a new dimension, which we call “cardinality” (the size of the set of transformations), as an essential factor in addition to the dimensions of depth and width.

redo - Smaller, easier, more powerful, and more reliable than make

  •    Python

redo is a competitor to the long-lived, but sadly imperfect, make program. There are many such competitors, because many people over the years have been dissatisfied with make's limitations. However, of all the replacements I've seen, only redo captures the essential simplicity and flexibility of make, while avoiding its flaws. To my great surprise, it manages to do this while being simultaneously simpler than make, more flexible than make, and more powerful than make. Although I wrote redo and I would love to take credit for it, the magical simplicity and flexibility comes because I copied verbatim a design by Daniel J. Bernstein (creator of qmail and djbdns, among many other useful things). He posted some very terse notes on his web site at one point (there is no date) with the unassuming title, "Rebuilding target files when source files have changed." Those notes are enough information to understand how the system is supposed to work; unfortunately there's no code to go with it. I get the impression that the hypothetical "djb redo" is incomplete and Bernstein doesn't yet consider it ready for the real world.

recast - JavaScript syntax tree transformer, nondestructive pretty-printer, and automatic source map generator

  •    Javascript

In less poetic terms, Recast exposes two essential interfaces, one for parsing JavaScript code (require("recast").parse) and the other for reprinting modified syntax trees (require("recast").print). See ast-types (especially the def/core.js) module for a thorough overview of the ast api.

webrtc-sdk - WebRTC Simple Calling API + Mobile SDK - A simplified approach to RTCPeerConnection for mobile and web video calling apps

  •    Javascript

WebRTC SDK Upgraded! ES6, new camera control and 100x less code than v1. At PubNub we believe simplicity is essential for our SDK usability. We've taken a simplified approach to WebRTC Peer Connections by creating and easy-to-use SDK for developers. The ideas of simplicity should span all platforms and devices too and that's why we also support Android WebRTC mobile calling with compatibility for iOS native Objective-C based WebRTC SDK. This simple developer WebRTC SDK is powered by PubNub Data Stream Network.

Lixoo 2D adventure game engine

  •    Lua

Lixoo is a extensible, fast and small 2D point'n'click adventure game engine. It features the engine itself and an IDE that let you create full-featured games just by writing the essential code of the game.

Django--an-app-at-a-time - A heavily commented Django project dedicated to teaching the framework or refresh one's memory

  •    Python

A heavily commented Django project dedicated to teaching the framework or refresh one's memory. Each app demonstrates a few essential Django features so you can see how it all fit together by looking at the code and testing the result in your browser. There is nothing do except run and read. You can ignore the "You have 15 unapplied migration(s)." warning.