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Track Awesome List

Sep 27th - Oct 3rd, 2021

1. academic/awesome-datascience

Learn Data Science

Data Mining Algorithms

  • Naive Bayes
  • Books

  • Artificial Intelligence with Python - Tutorialspoint
  • Machine Learning - CIn UFPE
  • Machine Learning with Python - Tutorialspoint
  • Data Science at the Command Line: Facing the Future with Time-Tested Tools
  • Streaming Systems: The What, Where, When, and How of Large-Scale Data Processing
  • Youtube Videos & Channels

  • Neural networks by 3Blue1Brown
  • ML Street Talk - Unabashedly technical and non-commercial, so you will hear no annoying pitches.

  • 2. matteocrippa/awesome-swift

    Guides

    Official Guides

  • Apple eBook - Official Apple eBook for Swift beginners.
  • Libs

    UI

  • HPParallaxHeaderstars18 - Simple parallax header for UIScrollView.

  • 3. josephmisiti/awesome-machine-learning

    Python

    General-Purpose Machine Learning

  • Streamlitstars16.1k: Streamlit is an framework to create beautiful data apps in hours, not weeks.
  • Optunastars5.2k: Optuna is an automatic hyperparameter optimization software framework, particularly designed for machine learning.
  • Python

    Computer Vision

  • Exadel CompreFacestars1.3k - face recognition system that can be easily integrated into any system without prior machine learning skills. CompreFace provides REST API for face recognition, face verification, face detection, face mask detection, landmark detection, age, and gender recognition and is easily deployed with docker.

  • 4. fregante/Awesome-WebExtensions

    Testing

  • addons-linterstars227 - Validate an extension against Mozilla's guidelines.

  • 5. rust-unofficial/awesome-rust

    Development tools

    Testing

  • cucumber-rust — An implementation of the Cucumber testing framework for Rust. Build Status
  • Applications

    System tools

  • crabzstars74 - Multi-threaded compression and decompression CLI tool Build Status
  • Libraries

    Compression

  • gzp

  • 6. ohenley/awesome-ada

    Compilers

    Other / unknown licence
  • hacstars54 - HAC Ada Compiler - a small, quick Ada compiler fully in Ada.
  • Libraries

    Cryptography

  • blake2sstars0 - SPARK83 implementation of the BLAKE2s hash function.

  • 7. typeddjango/awesome-python-typing

    Articles

    Third-party articles

  • PyTest MonkeyType Introduction - Type Annotate an existing Python Django Codebase with MonkeyType.
  • Type Check Your Django Application - An article based on two recent talks on adding type checks to Django.

  • 8. manuzhang/awesome-streaming

    Website

    Readings

  • Streaming Systems: The What, Where, When, and How of Large-Scale Data Processing by Reuven Lax, Slava Chernyak, and Tyler Akidau

  • 9. sindresorhus/awesome-nodejs

    Packages

    HTTP

  • undicistars2.5k - High performance HTTP client written from scratch with zero dependencies.
  • Packages

    Web frameworks

  • Ladstars2.1k - Framework made by a former Express TC and Koa member that bundles web, API, job, and proxy servers.

  • 10. aniftyco/awesome-tailwindcss

    Tools

  • 💼 clbstars25 - clb (class list builder) is a utility function that builds a class list based on a Stitches like API.
  • 🌍 Flowrift - Beautifully designed Tailwind CSS UI blocks.
  • UI Libraries, Components & Templates

  • 🧩 Tailwind Typeaheadstars5 - Typeahead/Autocomplete component built with Vue.js and Tailwind CSS.
  • 📚 Flowbite - Open-source component library built with Tailwind CSS.
  • 🧩 Tailwind Datepickerstars50 - Adds a datepicker component built with Tailwind CSS and vanilla JavaScript.
  • 📁 OhMySMTP Templatesstars54 - Set of Transactional HTML Email Templates, built with Maizzle

  • 11. ujjwalkarn/Machine-Learning-Tutorials

    Introduction

  • AI/ML YouTube Coursesstars1.9k

  • 12. vuejs/awesome-vue

    Projects Using Vue.js

    Commercial Products

  • Materio Vuetify VueJS Admin Template - Most Powerful, Developer Friendly, Production ready & Comprehensive Vuetify VueJS Admin Template.
  • Projects Using Vue.js

    Open Source

  • Context Notestars29 - A free open source note-taking 📝 chrome extension: take you notes on the web with their context.

  • 13. fffaraz/awesome-cpp

    Configuration

  • inifile-cppstars86 - A header-only and easy to use Ini file parser for C++. [MIT]
  • Online Compiler

  • InterviewBit - A simple and easy to use online C++ compiler.

  • 14. AdrienTorris/awesome-blazor

    Articles

  • Custom deployment layout for Blazor WebAssembly apps - September 28, 2021 - Custom deployment layout for Blazor WebAssembly apps.
  • Blazor updates for .NET 6 using Visual Studio 2022 - September 16, 2021 - Blazor updates for .NET 6 using Visual Studio 2022.

  • 15. avelino/awesome-go

    Hardware

  • emgostars937 - Go-like language for programming embedded systems (e.g. STM32 MCU).
  • ghwstars1.1k - Golang hardware discovery/inspection library.
  • go-oscstars134 - Open Sound Control (OSC) bindings for Go.
  • go-rpiostars1.7k - GPIO for Go, doesn't require cgo.
  • joystickstars28 - a polled API to read the state of an attached joystick.
  • File Handling

  • checksumstars42 - Compute message digest, like MD5, SHA256, SHA1 or CRC, for large files.
  • Miscellaneous

    Strings

  • sttrstars140 - cross-platform, cli app to perform various operations on string.

  • 16. denolib/awesome-deno

    Modules

    Editor framework

  • Denopsstars266 - 🐜 An ecosystem to write Vim/Neovim plugins with Deno.
  • Modules

    Utils

  • deno-configstars1 - Utility to streamline deno app configuration management through cli, .env and json files
  • solcstars44 - 💎 Solidity bindings for Deno.
  • Modules

    Database

  • dndbstars57 - Persistent and embedable NoSQL database engine written for Deno 🦕.
  • yongostars3 - Subset of Mongoose api in deno (like populate) but will not fully copy mongoose

  • 17. CodyReichert/awesome-cl

    Unit Testing

  • CLUnit2 - A unit testing library. MIT.

  • 18. ramitsurana/awesome-kubernetes

    Starting Point

  • Application Containers: Kubernetes and Docker from Scratch by Keith Tenzer

  • 19. jaywcjlove/awesome-mac

    Security Tools

  • Antivirus One - Trusted Mac Security Protection: Protect your Mac from viruses, malware and adware. Block potential web threats and protect your Mac against vulnerabilities.Freeware App Store
  • Utilities

    File Organization Tools

  • Unarchive One - Quickly decompress multiple different types of compressed files/compressed files to various scene compression formats. Freeware App Store
  • Utilities

    System Related Tools

  • AdBlock One - Your New Favorite Free Ad Blocker for macOS and iOS: Stop seeing annoying ads in Safari. Open websites faster. Browse the web more safely.Freeware App Store
  • Cleaner One - All-in-one Disk Cleaning Manager: Clean up your Mac and optimize its performance. Run a quick scan now to verify what's taking up your storage. Freeware App Store

  • 20. web-padawan/awesome-lit

    CDN

  • jsDelivr CDN

  • 21. markets/awesome-ruby

    Admin Interface

  • MotorAdminstars233 - A low-code Admin panel and Business Intelligence Rails engine. No DSL - configurable from the UI.

  • 22. jbhuang0604/awesome-computer-vision

    Datasets

    Self-supervised Learning
  • PASS: An An ImageNet replacement for self-supervised pretraining without humansstars120

  • 23. SrinivasanTarget/awesome-appium

    Cloud and Docker Solutions

  • TestingBot - Cloud based Device Farm, run Appium tests on physical Android and iOS devices.

  • 24. unixorn/awesome-zsh-plugins

    Themes

  • promptstars0 - A lightweight prompt consistent across sh, dash, ash, zsh, and pwsh. Includes git status decorations.
  • mike-was-herestars0 - Minimalist, includes git status decorations.
  • Plugins

  • window-titlestars4 - Adds informative tiles to your terminal windows.
  • windows-titlestars2 - Dynamically updates terminal window title with current directory and the last command run.

  • 25. quozd/awesome-dotnet

    Application Frameworks

  • Plasticstars17 - Plastic provides encapsulation of things like Domain, Application Rules, Business Rules or Business Logic in Application. For this, Command pattern is used.
  • Chat

  • Streamstars18 Official .NET API client for Stream Chat, a service for building chat applications.
  • Graphics

  • ScottPlot - A plotting library to interactively displays large datasets. Line plots, bar charts, pie graphs, scatter plots, and more. It supports WinForms, WPF, Avalonia, Console.

  • 26. veelenga/awesome-crystal

    Networking

  • mac-addressstars2 - Library for working with MAC addresses
  • Internationalization

  • Rosettastars14 - A blazing fast internationalization (i18n) library with compile-time key lookup supporting YAML and JSON formats

  • 27. matiassingers/awesome-readme

    Examples

  • xnbox/DeepfakeHTTPstars203 - Original hero section. Clear navigation. Minimalist design. Appendices.

  • 28. thomasdarimont/awesome-keycloak

    Integrations

  • Micrometer Keycloak extensionstars5

  • 29. TaptuIT/awesome-devsecops

    Resources

    Wikis

  • SecureFlag Knowledge Base - OWASP - A repository of information about software vulnerabilities and how to prevent them.
  • Resources

    Secure Development Lifecycle Framework

  • Building Security In Maturity Model (BSIMM) - Synopsys - A framework for software security created by observing and analysing data from leading software security initiatives.
  • Resources

    Secure Development Guidelines

  • Fundamental Practices for Secure Software Development - SAFECode - Guidelines for implementing key secure development practices throughout the SDLC.

  • 30. chentsulin/awesome-graphql

    Meetups

  • Relay Meetup - A global, online meetup on Relay, the GraphQL client.

  • 31. ripienaar/free-for-dev

    APIs, Data and ML

  • Duply.co — Create dynamic images from API & URL, design template once and reuse it. Free tier offers 70 images/month creation from API & URL and Up to 100 through Form.
  • Design and UI

  • Backlight — With collaboration between developers and designers at heart, Backlight is a very complete coding platform where teams build, document, publish, scale and maintain Design Systems.Free plan allows up to 3 editors working on 1 design system with unlimited viewers.
  • Mockplus iDoc - Mockplus iDoc is a powerful design collaboration & handoff tool. Free Plan includes 3 users and 5 projects with all features available.
  • Security and PKI

  • sawolabs.com - Simplify login and improve user experience by integrating passwordless authentication in your app. 5000 free authentications per month.

  • 32. awesome-selfhosted/awesome-selfhosted

    Software

    Ticketing

  • Pachno - An open collaboration platform for teams of all sizes and locations.
  • Software

    Password Managers

  • Passkystars10 - Simple, modern and open source password manager with website, browser extension, android and desktop application. (Demo) GPL-3.0 PHP
  • Software

    Money, Budgeting & Management

  • REI3 - Open source, expandable Business Management Software. Manage tasks, time, assets and much more. (Demo, Source Codestars1) MIT Go

  • 33. golemfactory/awesome-golem

    Thorg

  • About Thorg - Learn what the Thorg miner does.
  • Thorg Usage - Understand the depths of Thorg.
  • Twitter - The official Twitter of Thorg.

  • 34. agamm/awesome-developer-first

    Media

  • APITemplate.io - APIs to generate images and PDFs from reusable templates.
  • Reports Generation

  • PDFBlade - HTML to PDF API usage based pricing.
  • Carbone - JSON into PDF, DOCX, XLSX, PPTX, ODS... API.

  • 35. kdeldycke/awesome-engineering-team-management

    Engineering

    Systems Complexity

  • SpaceX's 5-Step design and manufacturing process - “1. Make requirement less dumb; 2. Try to delete parts; 3. Simplify or optimize; 4. Accelerate cycle time; 5. Automate”. See full transcript.
  • Re-organizations

    Team-level

  • Why it's difficult to build teams in high growth organisations - Describes 3 different approach a manager can take to accommodate new people in the team: 1. Sink or Swim; 2. Split and Absorb; 3. Absorb and Split.
  • Building a data team at a mid-stage startup: a short story - Story of a manager trying to distill the concepts of a data-driven company while growing a tiny team of 3 people. Each step covers the evolution of the technical pipeline and interactions with existing stakeholders.
  • Motivation

  • What Silicon Valley "Gets" about Software Engineers that Traditional Companies Do Not - “1. Autonomy for software engineers; 2. Curious problem solvers, not mindless resources; 3. Internal data, code, and documentation transparency; 4. Exposure to the business and to business metrics; 5. Engineer-to-engineer comms over triangle-communication; 6. Investing in a less frustrating developer experience; 7. Higher leverage --> higher {autonomy, pay}”.

  • 36. kdeldycke/awesome-billing

    Business Intelligence

    Metrics

  • The SaaS Financial Model You'll Actually Use - A complete tour of the financials of a statup, which gives you extra-context on how the metrics you produce fit into the larger picture.

  • 37. kdeldycke/awesome-iam

    Authentication

  • A Child's Garden of Inter-Service Authentication Schemes - In the same spirit as above, but this time at the service level.

  • 38. mateusortiz/webcomponents-the-right-way

    Ecosystem

    Tools

  • Backlight — With collaboration between developers and designers at heart, Backlight is a very complete coding platform where teams build, document, publish, scale and maintain Design Systems.

  • 39. tindzk/awesome-scala-native

    Bindings

  • iupstars1 - Bindings for the IUP multi-platform toolkit for building graphical user interfaces.

  • 40. EbookFoundation/free-programming-books

    AutoIt

  • AutoIt Docs - Jonathan Bennett (HTML)
  • Mathematics

  • A Programmer's Introduction to Mathematics - Jeremy Kun

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