Awesome List Updates on Apr 10 - Apr 16, 2017

46 awesome lists updated this week.

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1. Awesome Free Software

Software / Audio

• Audacity - Sound recording and post-processing. (GNU GPLv2+)

Software / Command Line Tools

• Cygwin - Unix-like environment for Windows, providing access to a number of tools commonly found on Linux systems. (GNU GPLv3)

• PuTTY - Remote terminal emulator that connects over SSH, Telnet, SCP, and rlogin protocols as well as raw socket connections. (MIT)

Software / Communication

• Mail-in-a-Box - Easy-to-deploy mail server package for cloud computers. (CC0 (⭐12k))

• ProtonMail - Secure web-based email service. (MIT (⭐3.8k))

Software / File Management

• 7-Zip - File archiver for creating and opening compressed files. (GNU LGPLv2.1+)

• FileZilla - Universal FTP solution. (GNU GPLv2+)

Software / Graphics

• Blender - 3D creation suite for modeling, simulation, and animation. (GNU GPLv2+)

• GIMP - Image manipulation software. (GNU GPLv3)

• Inkscape - Professional vector graphics editor for all platforms. (GNU GPL)

• Piskel - Online sprite editor. (Apache License 2.0 (⭐28))

Software / Office

• LibreOffice - Office suite with word processor, spreadsheet, and presentation programs. (MPLv2)

Software / Payments

• Electrum - Lightweight Bitcoin client that provides wallet recovery, decentralized servers, and offline storage. (MIT (⭐6.5k))

Software / Scientific Work

• DocEar - Literature management using mind mapping technology. (GNU GPLv2+ (⭐287))

• JabRef - Manages references and attached PDFs using BibTeX/BibLaTeX. Includes support for LibreOffice. (MIT (⭐3.1k))

Software / Screencasting

• OBS Studio - Screen recorder and video streaming application for all platforms. (GNU GPLv2 (⭐49k))

• SimpleScreenRecorder - Highly customisable GUI screencasting program. (GNU GPLv3)

Software / Text Editors

• Atom - Hackable text and source code editor. (Archived) (MIT)

• Emacs - An extensible, customizable, free/libre text editor — and more. (GNU GPL)

• GNU nano - Simple text editor for the command line. (GNU GPL)

• Notepad++ - Extensible text and source code editor. (GNU GPLv2+)

Software / Utilities

• Wireshark - Packet analyzer for network troubleshooting and analysis. (GNU GPLv2)

Software / Video

• NewPipe - Lightweight YouTube frontend for Android. (GNU GPLv3 (⭐25k))

• VLC - Multimedia player that supports a variety of audio and video formats. (GNU GPLv3)

• youtube-dl - Feature-rich command line program to download videos from YouTube and other video sites. (Unlicense (⭐121k))

Software / Virtualization

• QEMU - QEMU is a generic and open source machine emulator and virtualizer. (GNU GPLv2)

• VirtualBox - Feature rich virtualization tools with support for many operating systems. (GNU GPLv2)

Software / Web Applications

• WordPress - Blog publishing platform and content management system. (GNU GPLv2+)

Software / Web Servers

• Apache HTTP Server - Secure, efficient, and extensible web server. (Apache License 2.0)

• lighttpd - Optimized for speed-critical environments while remaining standards-compliant, secure and flexible. (Revised BSD license)

Resources / Discovery

• Free Software Directory - Over 15,000 free software packages.

Resources / Events

• LibrePlanet - Annual conference on free software.

Resources / Organizations

• Free Software Foundation - Nonprofit with a worldwide mission to promote computer user freedom.

• FSFE - European sister site for the FSF.

• FSFLA - Latin American sister site for the FSF.

• GNU - Home of the GNU/Linux operating system.

Resources / Talks

• Eben Moglen: How I Discovered Free Software

2. Awesome Uncopyright

Art

• David Reed Smith - Making tatting shuttles and drop spindles, and occasionally writing articles for fun.

• DesignerCandies - High quality graphic design resources for use in design projects.

• Gwenn Seemel - French-American artist, painter, portraitist.

• Michael Beil - Supporting the web. Developing. Playing music.

Blogs

• gr0wing.com - Personal and global change.

• Melissa Miko - American writer, thinker, and entrepreneur.

• mnmlist - Less is the answer.

• Puro compás - Tango music and dancing.

Software

• SQLite - Embedded SQL database engine.

• youtube-dl - Command line program to download videos from YouTube and other video sites.

3. Awesome Interview Questions

Design Patterns / Windows

• Design Patterns for Humans™ - An ultra-simplified explanation (⭐35k)

4. Awesome Gbdev

Cartridges / Opcodes

• Cartridges PCB photos

5. Awesome Hacking

Other Useful Repositories

• Repository: Cryptography (⭐5.1k)

  Description: Cryptography resources and tools

6. Awesome Alfred Workflows

Miscellaneous

• WebScreenshot (⭐2.4k) - Take screenshots directly to imgur.

System

• AppFreeze (⭐2.4k) - Pauses and resumes execution of the frontmost app.

Web

• BugNot (⭐2.4k) - Get logins from bugmenot.

• IncognitoClone (⭐2.4k) - Opens Chrome’s frontmost tab in an incognito window.

Helpers

• OneUpdater (⭐2.4k) - Minimal Configuration method in adding auto-updating to your workflow.

7. Progressive Enhancement Resources

The Concept

• Progressive Enhancement: It's about the content - Sharing content is the core of the web. Progressive Enhancement ensures access to content.

• The Role of Enhancement in Web Design - From the concept of enhancement to the criteria and rules for enriching the user interface.

• Understanding Progressive Enhancement - Apply technologies in an intelligent way, layer-upon-layer, to craft an amazing experience.

• Adaptive Web Design - Book on Progressive Enhancement from content to design and interaction.

• Detecting (HTML5) features - Intro to different feature detection techniques with examples and demos.

• Progressive Web Apps - Enhancing web sites into native-like apps (progressive, not hybrid).

Strategies

• The Content-out Approach - Provide wide access to content without technological restrictions.

• Make the page usable with only HTML - This sets the baseline for every device and browser.

• Test Driven Progressive Enhancement - Core functional experience enhanced after testing capabilities.

• Cut the mustard - Set a threshold for collection of enhancements.

• Grade components, not browsers - Component level feature tests and enhancements.

• Feature vs Browser vs Form factor detection - As different strategies to tune your app to its environment.

• Server-side device detection - Use user-agent and other HTTP header info combined with a device database to conditionally serve files.

• Writing polyfills - If your baseline is still too high for some browsers, consider polyfills (aka Regressive Enhancement).

• Application Shell Architecture - Setup for instant loading web apps.

Feature Detection

• CSS feature queries (CSS.supports() & @supports()) - Natively test if specific CSS feature is supported using JS method or CSS declaration.

• Feature Detect ES6 - Detect which ES2015 features are available.

• SVG requiredFeatures - Render SVG elements only if their [requiredFeatures] evaluate to true.

• Modernizr - Extensive feature detection suite (supports custom builds).

• Feature.js - Lightweight feature detection suite.

• Conditioner.js - Conditionally load JS modules based on directives in HTML attributes.

• EnhanceJS - Lets you asynchronously load CSS & JS after a set pre-defined feature tests.

Support Tables

• The Web Platform - Overview of browser technologies with links to docs and test suites.

• Can I use ...? - Compare feature implementations and limitations across desktop & mobile browsers.

• I want to use ... - Figure out the browser support of combinations of features.

• HTML5 Test - Test and compare HTML5 feature support across browsers.

• CSS3 Test - Fine-grained tests for CSS3 feature support of your current browser.

• Font Family Reunion - Compatibility tables for default local (system) fonts.

• HTML5 Accessibility - Compare feature support of HTML5 tags, input types and properties across major browsers.

• WAI-ARIA Screen reader compatibility - ARIA roles and attributes support for different screen reader and browser combinations.

• What web can do today - Lists and checks modern web APIs like access to device system, sensors and actuators.

• HTML5 Worker test - Compare which APIs are supported in Web Workers and Service Workers across browsers.

• HTML5 Please - Explore features with recommendations and links to polyfills.

• API Catalog - Lets you compare implementation of API specifications in major desktop browsers.

• Kangax's ECMAScript compatibility table - Overview of JavaScript feature support across browsers and other runtimes.

• Node compatibility table - Overview of JavaScript feature support across NodeJS versions.

• Is WebRTC ready yet? - Overview of support for the different browser features behind real time communication.

• Is WebVR ready? - Overview of support of different browser features behind WebVR including display, gamepad, audio and speech APIs.

• Device Bugs & Quirks (⭐859) - Crowd sourced collection of weird HTML, CSS, and JS quirks in mobile devices, which you won't find in the other support tables.

Testing Methods

• Open Device Lab - Lets you test manually on actual devices (for free).

• Text browsers - Good way to test if your content is accessible at the baseline. Try Lynx for example.

• Testing in Opera Mini - Download the app, emulate on desktop, setup to test local websites. (Opera Mini accounts for over 5% browser usage world wide)

• cURL - Web page to see the pre-rendered source code of a page.

• Browserling - Lets you manually test web pages in different versions of browsers on Windows and Android platforms.

• Run Internet Explorer using Virtual Machines - To test IE browsers on other platforms.

• Configure Desired Capabilities in Selenium (⭐26k) - Run automated browser tests in different scenarios.

• Lighthouse (⭐26k) - Audit and meassure performance of Progressive Web Apps (via cli or Chrome extension).

• Progressive Enhancement checklist (1st edition, HTML), Checklist of 2nd edition (PDF) - Actionable list to check you've applied Progressive Enhancement best practices. Part of Adaptive Web Design book.

Examples / Custom Form Elements

• Fancy radio buttons - Based on HTML radio buttons, visually enhanced using CSS pseudo classes and elements.

• Checkboxes & radio buttons - With custom focus, hover and checked state. Enhanced asynchronously.

• Toggle switch - Checkbox or radios, visually enhanced to sliding toggle switches using CSS only.

• 5-star rating - Based on HTML radio buttons, visually enhanced using CSS pseudo classes and elements.

• jQuery slider (⭐34) - Accessible, custom slider widget based on a standard HTML select.

• jQuery custom file input - Article and library.

• React isomorphic form (⭐30) - Set of React form components which can be pre-rendered & handled server-side. They are enhanced client-side without losing state.

Examples / Data Visualisations

• Timeline - From definition list to SVG illustration (article with demos).

• Charts - From data table to themed charts using HTML5 canvas (article and library).

Examples / Images

• Responsive Carousel - List of images enhanced into responsive carousel with various behaviour options.

• Lazy Progressive Enhancement (⭐190) - Lazy load images inside <noscript> tags. (note: Evergreen browsers only)

Examples / Menus

• Progressive hamburger menu - List of links in footer enhanced to off-canvas menu.

Examples / Page Navigation

• Barba.js - Add page transitions with event hooks, cache and prefetch support.

• SmoothState.js (⭐4.5k) - Add page transitions with event hooks, cache and prefetch support. (requires jQuery).

• jquery-pjax (⭐17k) - Add page transitions with support for multiple containers / content slots (requires jQuery).

• MoOx/pjax (⭐1.3k) - Similar tot jquery-pjax, but without the jQuery dependency.

• Turbolinks (⭐13k) - Add page transitions with event hooks and cache support. Has adapters to bind to native navigation controls on iOS and Android.

Related Articles / Page Navigation

• Make the web work for everyone - Plea to developers to consider browser differences and build a resilient web.

• How many people are missing out on JavaScript enhancement? - Research on why in 1.1% of page visits JavaScript isn't loaded.

8. Awesome Ruby

Security

• BeEF - BeEF is short for The Browser Exploitation Framework. It is a penetration testing tool that focuses on the web browser.

9. Awesome Opengl

Books

• Interactive Computer Graphics by Edward Angel and Dave Shreiner - It provides several examples using OpenGL and it covers several aspects at once, but if you are trying to learn OpenGL on your own you might not find this helpful.

Libraries

• GLFM (⭐502) - Supplies an OpenGL ES context and input events for mobile devices and the web.

10. Engineering Blogs

Individuals/Group Contributors / T individuals

• The Coded Self http://www.thecodedself.com

11. Guitarspecs

Sound and Playability Influencing Factors

• massive neck, hollow body with wood such as mahagony

Guitar Necks / Fretboard's Radius

• compound (10" - 16") - Warmoth® and others

Guitar Necks / Common Neck Head Shapes

• 3L/3R - "Gobson Stype"

• 4L/2R - "Musicman Style"

Guitar Necks / Tuner Holes

• approx. 8,7mm (11/32") - "Vintage Fender Style"

• approx. 10mm (25/64" = 9,9mm) - "Sperzel Style",

Strings / Active Pickups Electronics

• Tension

12. Awesome Mqtt

Logging / Firmwares for ESP based Devices

• graylog-plugin-mqtt (⭐13) - MQTT Input Plugin for Graylog.

Smart Home Hardware Interfaces / Firmwares for ESP based Devices

• hm2mqtt.js (⭐20) - Interface between EQ-3's Homematic line of smarthome devices and MQTT. Supports Homematic IP.

13. Awesome Haskell

Algorithmics

• Algorithm Visualization - a collaborative Hackage list.

• Formal Languages - a collaborative Hackage list.

• Formal Methods - a collaborative Hackage list.

• Logic Programming - a collaborative Hackage list.

• Symbolic Computation - a collaborative Hackage list.

• Theorem Provers - a collaborative Hackage list.

Category Theory

• Computer Algebra - a collaborative Hackage list.

Compilers

• Compiler Plugin - a collaborative Hackage list.

Data Science

• Data Mining - a collaborative Hackage list.

• Image Processing - a collaborative Hackage list.

• Machine Learning - a collaborative Hackage list.

• Machine Vision - a collaborative Hackage list.

• Natural Language Processing - a collaborative Hackage list.

• Pattern Classification - a collaborative Hackage list.

• Pattern Recognition - a collaborative Hackage list.

• Text Recognition - a collaborative Hackage list.

Data Structures

• Bit Vectors - a collaborative Hackage list.

• Data Structures - a collaborative Hackage list.

Development Tools

• CLI Tool - a collaborative Hackage list.

Games

• Game Engine - a collaborative Hackage list.

GUI

• User Interfaces - a collaborative Hackage list.

Number Theory

• Number Theory - a collaborative Hackage list.

Languages

• Code Generation - a collaborative Hackage list.

• FFI Tools - a collaborative Hackage list.

Programming

• Aspect Oriented Programming - a collaborative Hackage list.

• Visual Programming - a collaborative Hackage list.

Science

• Scientific Simulation - a collaborative Hackage list.

14. Awesome Angular

TypeScript Seed Projects / Components

• Angular2 D3v4 Seed (⭐14) - Angular2 D3v4 implementation of charts, graphs, area and view porting seed project

15. Awesome Machine Learning

General-Purpose Machine Learning / Data Analysis / Data Visualization

• TensorFlow (⭐283) - OCaml bindings for TensorFlow.

16. Awesome Ddd

Libraries and Frameworks / JavaScript / TypeScript

• Node API Boilerplate (⭐3.3k) - NodeJS web API boilerplate for DDD and Clean Architecture applications.

17. Awesome Android

Logger / Field Validation

• Bugfender (⭐37) - Upload your logs and check them online, specially made for mobile

18. Awesome Ocaml

Questions

• tensorflow-ocaml (⭐283) – OCaml bindings for TensorFlow.

19. Awesome Speaking

Miscellaneous

• Awesome (⭐278k) - A collection of awesome things curated by Sindre Sorhus

20. Awesome Spark

Resources / Papers

• Spark SQL: Relational Data Processing in Spark - Paper introducing relational underpinnings, code generation and Catalyst optimizer.

21. Awesome AutoHotkey

Graphics

• Particle System (⭐14) - by tidbit - A simple class to add particles to your GUI or onto your screen, using GDI+. Forum thread: link.

GUI / General

• Class_ScrollGUI (⭐17) - by just me - Creates a scrollable GUI as a parent for AHK GUI windows. Forum thread: link

GUI WYSIWYG Builders / Web

• MagicBox - by Alguimist - MagicBox is a development tool to assist in the creation of message boxes. Forum thread: link.

Others / Web

• iWB2 Learner - by jethrow - iWB2 Learner is a tool for gathering information about Internet Explorer webpages. Forum thread: link

• AHK-EXE-Swapper - by evilC - Swap AHK version quickly! Forum thread: link.

22. Awesome Influxdb

Projects / Non-dedicated

• crankshaftd (⭐6) - Simple Go agent to ingest streaming data from Turbine (⭐825) via SSE and push it into StatsD as a gauge or to InfluxDB

Dashboards and visualization / Hooks

• InfluxGraph (⭐90) - Graphite InfluxDB storage finder for Graphite-API

Provisioning InfluxDB / Hooks

• golja-influxdb (⭐19) - Puppet module for InfluxDB

• puppet-telegraf - Puppet module for Telegraf

23. Awesome Data Engineering

Community / Forums

• /r/dataengineering - News, tips and background on Data Engineering.

• /r/etl - Subreddit focused on ETL.

24. Awesome Dotnet Core

Frameworks, Libraries and Tools / Graphics

• Structure.Sketching (⭐77) - Image processing library for use in .NET applications that supports .NET Core.

• veldrid (⭐2.3k) - A low-level, hardware-accelerated 3D graphics library for .NET.

Frameworks, Libraries and Tools / Misc

• warden-stack - "health checks" for your applications, resources and infrastructure. Keep your Warden on the watch.

Starter Kits / Workflow

• dotNetify (⭐1.2k) - Simple, lightweight, yet powerful way to build real-time HTML5/C# .NET web apps.

25. Awesome Mac

Developer Tools / Developer Utilities

• BetterRename - The most powerful and complete Mac file renaming application on the market.

Developer Tools / Network Analysis

• James (⭐1.4k) - Open-source proxy tool for checking and mapping requests with http as well as https.

Developer Tools / Command Line Tools

• itunes-remote (⭐427) - Software for controlling iTunes via the terminal.

Developer Tools / Databases

• Tableau Public - Free data-visualization software.

Design and Product / Prototyping and Mind-Mapping Tools

• MockFlow - Online prototyping suite for web-design and usability testing.

• OmniGraffle - Diagramming and graphic design for Mac, iPhone, and iPad.

Design and Product / Other Tools

• ImageOptim - Compress images and remove EXIF information.

Audio and Video Tools / File Sharing

• Ardour - Cross-platform audio software for multi-track recording and editing.

26. Awesome Fp Js

Resources / Articles

• Lazy, composable, and modular JavaScript – Use four new features of ES6 – iterables, generators, fat arrows, and for-of – in conjunction with higher-order functions, function composition, and lazy evaluation, to write cleaner and more modular JavaScript.

27. Computer Science

Congratulations / Which programming languages should I use?

• Join a local developer meetup (e.g. via meetup.com).

28. Awesome Preact

Contents / Articles

• WTF is JSX

29. Awesome Aws

SDKs and Samples / Python SDK

• boto3 🔥🔥🔥🔥🔥 (⭐8.1k)

Open Source Repos / Elastic Container Service

• Lumoslabs/broadside (⭐44) - Command line tool for deploying revisions of containerized applications.

Open Source Repos / Elastic MapReduce

• Yelp/mrjob 🔥🔥🔥🔥🔥 (⭐2.6k) - Run MapReduce jobs on Hadoop or EMR.

Open Source Repos / Redshift

• Lumoslabs/aleph (⭐77) - A full featured web application for writing and running Redshift queries. Supports revision tracking of queries and has basic visualization support.

30. Awesome Sass

Articles / Miscellaneous

• A Tale of CSS and Sass Precision

Tools / Miscellaneous

• scss-lint (⭐3.6k) - Configurable tool for writing clean and consistent SCSS. (deprecated) (⭐3.6k)

31. Awesome Shell

For Developers / Directory Navigation

• starring (⭐155) - Automatically star the npm-packages that you are using on GitHub.

Shell Script Development / Directory Navigation

• A guide to learn bash (⭐12k)

32. Awesome Tensorflow

Tutorials

• Predict time series (⭐1k) - Learn to use a seq2seq model on simple datasets as an introduction to the vast array of possibilities that this architecture offers

Libraries

• Sonnet (⭐9.5k) - Sonnet is DeepMind's library built on top of TensorFlow for building complex neural networks.

33. Awesome Vue

Resources / Tutorials

• Build vue-hackernews-2.0 from Scratch (⭐87) by @ Detachment

• Vue.js Introduction For People Who Know Just Enough jQuery To Get By

• Fetching Data from a Third-Party API with Vue.js and Axios

Components & Libraries / UI Components

• vue-js-modal (⭐4.3k) - Simple to use, highly customizable, mobile friendly Vue.js 2.0+ modal with 0 dependencies.

34. Awesome Healthcare

Contents / Frameworks

• Intervention Engine FHIR Server (⭐108) - Generic FHIR server implementation in GoLang.

• Swift-SMART (⭐127) - Swift SMART on FHIR framework for iOS and OS X.

35. Awesome Esolangs

Languages

• Suzy (⭐8) - 3D language inspired in Befunge.

36. Awesome Phalcon

Miscellaneous

• yarak (⭐27) - Laravel inspired Phalcon devtools

Testing

• phalcon-demo (⭐42) - A modified Phalcon INVO Application to demonstrate basics of Codeception testing.

37. Awesome Osint

Fact Checking / Telegram

• Check

38. Awesome Deep Learning Papers

Contents / Convolutional Neural Network Models

• Spatial transformer network (2015), M. Jaderberg et al., [pdf]

Contents / Natural Language Processing / RNNs

• Conditional random fields as recurrent neural networks (2015), S. Zheng and S. Jayasumana. [pdf]

• Memory networks (2014), J. Weston et al. [pdf]

• Neural turing machines (2014), A. Graves et al. [pdf]

• Generating sequences with recurrent neural networks (2013), A. Graves. [pdf]

Contents / Appendix: More than Top 100

• Region-based convolutional networks for accurate object detection and segmentation (2016), R. Girshick et al.

39. Awesome Neuroscience

Programming / Python

• Nilearn (⭐919) - Module for performing statistical learning/machine learning on NeuroImaging data.

• DIPY (⭐561) - Toolbox for analysis of MR diffusion imaging.

• expyriment (⭐104) - Platform-independent lightweight Python library for designing and conducting timing-critical behavioural and neuroimaging experiments.

Resources / Blogs

• The Neurocritic - Often critical takes on the most sensationalistic recent findings in Human Brain Imaging, Cognitive Neuroscience, and Psychopharmacology.

40. Awesome Dev Fun

Browser extensions

• NonAd Block - Blocks any content that is not an ad.

41. Nlp with Ruby

Lexical Processing / Lexical Statistics: Counting Types and Tokens

• words_counted (⭐156) - Pure Ruby library counting word statistics with different custom options.

Full Text Search, Information Retrieval, Indexing / Constituency Parsing

• google-api-client (⭐2.6k) - Ruby API library for Google services.

• rsolr (⭐416) - Ruby and Rails client library for Apache Solr.

• sunspot (⭐3k) - Rails centric client for Apache Solr.

• thinking-sphinx (⭐1.6k) - Active Record plugin for using Sphinx in (not only) Rails based projects.

• elasticsearch (⭐1.9k) - Ruby client and API for Elasticsearch.

• elasticsearch-rails (⭐3k) - Ruby and Rails integrations for Elasticsearch.

Machine Translation / Constituency Parsing

• zipf (⭐2) - implementation of BLEU and other base algorithms.

Machine Learning Libraries / Constituency Parsing

• ruby-fann (⭐451) - Ruby bindings to the Fast Artificial Neural Network Library (FANN).

Optical Character Recognition / Constituency Parsing

• tesseract-ocr (⭐605) - FFI based wrapper over the Tesseract OCR Engine (⭐47k).

Text Extraction / Constituency Parsing

• yomu (⭐478) - library for extracting text and metadata from files and documents using the Apache Tika content analysis toolkit.

Language Aware String Manipulation / Constituency Parsing

• fuzzy_match (⭐650) - Fuzzy string comparison with Distance measures and Regular Expression.

• fuzzy_tools (⭐22) - Toolset for fuzzy searches in Ruby tuned for accuracy.

Articles, Posts, Talks, and Presentations / Constituency Parsing

• 2016
  • Quickly Create a Telegram Bot in Ruby by Ardian Haxha ^[tutorial]
  • Deep Learning: An Introduction for Ruby Developers by Geoffrey Litt ^[slides]
  • How I made a pure-Ruby word2vec program more than 3x faster by Kei Sawada ^[slides]
  • Dōmo arigatō, Mr. Roboto: Machine Learning with Ruby by Eric Weinstein ^{[slides | video]}

• 2009
  • Porting the UEA-Lite Stemmer to Ruby by Jason Adams ^[post]
  • NLP Resources for Ruby by Jason Adams ^[post]

Projects and Code Examples / Constituency Parsing

• Going the Distance (⭐60) - Implementations of various distance algorithms with example calculations.

• Named entity recognition with Stanford NER and Ruby (⭐17) - NER Examples in Ruby and Java with some explanations.

• Words Counted - examples of customizable word statistics powered by words_counted (⭐156).

Needs your Help! / Constituency Parsing

• ferret (⭐280) - Information Retrieval in C and Ruby.

• summarize (⭐205) - Ruby native wrapper for Open Text Summarizer (⭐220).

42. Jstips

Support the community / Let’s keep in touch

• 72 - Adventurers Guide to React (Part I)

• 71 - VueJS, How VueJS makes a copy-update-replace inside the data binding

• 70 - Picking and rejecting object properties

• 69 - Enhancing React components, Composition

• 67 - Recursion, iteration and tail calls in JS

• 66 - State to Props maps with memory

• 65 - Tapping for quick debugging

• 64 - 3 Array Hacks

• 63 - Working With Websocket Timeout

• 62 - Preventing Unwanted Scopes Creation in AngularJs

• 61 - Binding objects to functions

• 60 - Three useful hacks

• 59 - ES6, var vs let

• 58 - Breaking or continuing loop in functional programming

• 57 - Comma operator in JS

• 56 - Copy to Clipboard

• 55 - Create an easy loop using an array

• 54 - How to use optional arguments in functions (with optional callback)

• 53 - Get File Extension

• 52 - Return Values with the 'new' Operator

• 51 - DOM event listening made easy

• 50 - Helpful Console Logging Tricks

• 49 - Easiest way to extract Unix timestamps

• 48 - Reduce builtin function usage

• 47 - Basics: Declarations

• 46 - Detect document ready in pure JS

• 45 - Calculate the Max/Min value from an array

• 44 - Know the passing mechanism

• 43 - Use destructuring in function parameters

• 42 - Preventing Unapply Attacks

• 41 - Array average and median

• 40 - Using JSON.stringify

• 39 - Advanced Properties

• 38 - Flattening multidimensional Arrays

• 37 - Deduplicate an Array

• 36 - Observe DOM changes in extensions

• 35 - Assignment Operators

• 34 - Implementing asynchronous loop

• 32 - Map() to the rescue: adding order to Object properties

• 31 - Avoid modifying or passing arguments into other functions — it kills optimization

• 30 - Converting truthy/falsy values to boolean

• 29 - Speed up recursive functions with memoization

• 28 - Currying vs partial application

• 27 - Short circuit evaluation

• 26 - Filtering and sorting a list of Strings

• 25 - Using immediately invoked function expression

• 24 - Use === instead of ==

• 23 - Converting to number fast way

• 22 - Empty an Array

• 21 - Shuffle an Array

• 20 - Return objects to enable chaining of functions

• 19 - Safe String concatenation

• 18 - Truncating the fast (but risky) way

• 17 - Node.js: Run a module if it is not "required"

• 16 - Passing arguments to callback functions

• 15 - Even simpler way of using indexOf as a contains clause

• 14 - Fat Arrow Functions #ES6

• 13 - Measure performance of a code block

• 12 - Pseudomandatory parameters in ES6 functions #ES6

• 11 - Hoisting

• 10 - Check if a property is in an Object

• 09 - Template Strings

• 08 - Converting a Node List to an Array

• 07 - "use strict" and get lazy

• 06 - Writing a single method for arrays and a single element

• 05 - Differences between undefined and null

• 04 - Sorting Strings with accented characters

• 03 - Improve Nested Conditionals

• 02 - ReactJS - Keys in children components are important

• 01 - AngularJS: $digest vs $apply

• 00 - Insert item inside an Array

43. Awesome Crystal

Misc

• crz (⭐90) - Functional programming library

44. Awesome Creative Coding

Projection Mapping • VJing

• VirtualMapper (⭐226) - Realtime preview tool for projection mapping.

Videos

• Modern OpenGL 3.0+ Tutorials - YouTube playlist about modern OpenGL.

Articles • Tutorials / Shaders • OpenGL • WebGL

• Writing a small software renderer - Really good introduction to how basic software rendering works.

Quick References • Cheatsheets / Other

• 3D Maths Cheat Sheet - Math cheatsheet by Anton Gerdelan, from his OpenGL book.

• Easings - Interactive easing functions cheatsheet.

Math / Other

• Desmos - Graph functions, plot data, evaluate equations, explore transformations, and much more.

Machine learning • Computer Vision • Ai / Other

• Machine Learning (⭐949) - Coding Train repo with links to machine learning resources.

45. Awesome Vulkan

Bindings

• vulkan (⭐414) - Ultimate Python bindings for Vulkan generated with CFFI. [Apache Licence 2.0]

46. Awesome Dotnet

Code Analysis and Metrics

• NsDepCop (⭐176) - Static code analysis tool to enforce namespace dependency rules in C# projects.

Decompilation

• dnSpy (⭐25k) - open-source .NET assembly browser, editor, decompiler and debugger

Distributed Computing

• protoactor-dotnet (⭐1.6k) - Proto Actor - Ultra fast distributed actors for Golang and C#

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