Awesome List Updates on Oct 19 - Oct 25, 2020

76 awesome lists updated this week.

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1. Awesome Flutter

Media / Video

• CamerAwesome (⭐1.1k) - Community camera plugin rework by Apparence.io studio

2. ALL About RSS

Apps / Outline Processor Markup Language

• RSS Savvy ⁸¹¹

• NiceFeed (⭐93) ⁸⁴³

Hosted Readers / Outline Processor Markup Language

• FeedIt ⁸⁴⁰

• RssReader ⁸³³

钉钉 / 酷Q Plugin

• 钉钉 RSS 推送机器人 ⁸³⁹

🔖 Microblogging Platforms / 酷Q Plugin

• Micro.blog ^{488, 835}

RSS2NEWSLETTER / Docsify

• RSSbyEmail ⁸²⁹

Aggregators of Indieblogs / Crypto or Blockchain relevant

• 中文独立博客全订阅计划 ⁸³⁴

3. Awesome Sdn

Books

• SDN: Software Defined Networks: An Authoritative Review of Network Programmability Technologies

4. Awesome Broadcasting

NMOS

• BBC NMOS Joint Reference Implementation (⭐13) - A Vagrant provisioning to build 4 virtual machines, an IS-04/IS-05 Node, IS-04 Registry, BCP-003-02 Authorisation Server, and the NMOS Testing Tool.

• Easy-NMOS (⭐75) - A starter kit that allows the user to launch a simple NMOS setup with minimal installation steps, composed of three Docker containers: an NMOS Registry, a virtual NMOS Node, and the AMWA NMOS Testing Tool.

• nmos-cpp (⭐165) - An implementation of the AMWA Networked Media Open Specifications in C++, including an NMOS Registry and a toolkit and example of building an NMOS Node.

• nmos-js (⭐37) - A simple browser-based NMOS Client/Controller with an IS-04 Registry browser and IS-05 Connection Management.

5. Awesome Vue

Resources / External Resources

• Vue.js Workshops - Learn Vue 2, in browser, by building 3 applications: Landing page, Todos App and Podcasts aggregator.( Vue.js, Vue-Router, Vuex, Vue-Axios, Vue-Apollo )

6. Awesome Board Games

Strategy

Stone Age

In Stone Age, players live in the early days of human history, competing for food and collecting resources to expand their tribe and achieve new levels of civilization. Take turns assigning your tribe members to limited areas on the board that benefit you in different ways, sequence your actions strategically and feed your people to avoid losing points or resources.

Party

Catan: Explorers & Pirates Expansion

Catan: Explorers & Pirates is the fourth major expansion for The Settlers of Catan. It includes five scenarios and three missions; some of the scenarios make use of the missions while others do not. This expansion is based on the CATAN base game rules but also contains a number of new game mechanisms. For example, ships are now equipped for expeditions and can be moved freely across the board. In the ships you transport settlers, crews, fish, or spices across the seas. The main goal is to build new outposts on the islands that are still undiscovered and to complete the Council of Catan's missions in the most skillful way possible. Catan: Explorers & Pirates differs from the Catan base game in three main ways. First, instead of having only a single island in the game on which players build and compete for resources, three islands are present. Second, instead of using cities, Catan: Explorers & Pirates allows players to build port settlements. Like cities, port settlements are worth two victory points (VPs), and the number of VPs required to win depends on the scenario. Third, if a player receives no resources during the production roll (other than on a roll of 7), she receives one gold in compensation. The winner is the first one who reaches 17 VPs.

7. Awesome Libgdx

Resources / Visual Effects

• libgdx-screenmanager (⭐110) - A screen manager for libGDX supporting various transition effects

8. Awesome Umbraco

Official

• CodeGarden Conference

Community

• 24 Days In Umbraco - yearly advent calendar for Umbraco content.

• Candid Contributions - a fortnightly podcast discussing all things Umbraco and open source.

• Official YouTube Channel - the Umbraco community YouTube channel.

Backoffice extensions

• Contentment - A handy collection of Umbraco components developed for use in your Umbraco projects.

9. Awesome Elixir

Date and Time

• calixir (⭐3) - Calixir is a port of the Lisp calendar software calendrica-4.0 to Elixir.

Testing

• Walkman (⭐54) - Isolate tests from the real world, inspired by Ruby's VCR.

10. Awesome Engineering Team Management

Roles / Engineering Managers

• “One of your roles is to act as an information filter in both directions” (source) - Some tips on how to balance which kind of information needs to be shared or muted.

• A vitally important part of the job: being a crap shield - “A lot of the work of an EM is wading into the slurry pit with a shovel so your team are free to get the job done”.

Engineering / The Technical Engineering Manager

• Do engineering managers need to be technical? - Yes. “Looking forward to the next 30 years of management trends, only a few things seem certain: Managers should be technical, and the definition of technical will continue to change.”

• “The best managers I met tended to be those that if the circumstance required it, could do the job of those two levels below.” (source) - Another way of putting it: managers needs domain knowledge and to know the work their reports do.

Career / Presentations

• Levels of abstraction in engineering management - Another take on the differences between Manager, Manager of Managers, Head of Org and Head of Function.

• Amazon Wants to 'Win at Games.' So Why Hasn't It? - “Any product manager can go between any business—from groceries to film to games to Kindle. The skillset is interchangeable. They just have to learn the particular market.”

Health / Acquisition

• Good sleep, good learning, good life - An e-book-sized synthesis on sleep research “with a view to practical applications, esp. in people who need top-quality sleep for their learning or creative achievements.”

11. Awesome Datascience

Books / Visualization Tools

• Machine Learning from Scratch

• Fighting Churn With Data

• Python Data Science Handbook

• Think Like a Data Scientist

• Introducing Data Science

• Practical Data Science with R

• Exploring Data Science - free eBook sampler

• Exploring the Data Jungle - free eBook sampler

• Math for Programmers Early access

• Data Science Bookcamp Early access

• Data Science Thinking: The Next Scientific, Technological and Economic Revolution

• Applied Data Science: Lessons Learned for the Data-Driven Business

• The Data Science Handbook

• Pandas in Action - Early access

• Genetic Algorithms and Genetic Programming

• Advances in Evolutionary Algorithms - Free Download

• Genetic Programming: New Approaches and Successful Applications - Free Download

GitHub Groups / Book Deals (Affiliated)

• Berkeley Institute for Data Science

12. Awesome Python

Task Queues

• celery - An asynchronous task queue/job queue based on distributed message passing.

13. Awesome Newsletters

General Section / Svelte

• Active forks. A weekly newsletter for open source enthusiats with a list of repositories and their recently active forks.

14. Awesome Java

Networking / Text-Based User Interfaces

• sshj (⭐2.6k) - Programmatically use SSH, SCP or SFTP.

15. Awesome Credit Modeling

Introduction

• Machine Learning in Credit Risk Modeling - James (formerly CrowdProcess) is a now-defunct online credit risk management startup that provided risk management tools to financial institutions. This whitepaper offers an overview of machine learning applications in the field of credit risk modeling.

Credit Scoring

• Multiple classifier application to credit risk assessment - (Corrigendum) - This paper explores the predicted behaviour of five classifiers for different types of noise in terms of credit risk prediction accuracy, and how such accuracy could be improved by using classifier ensembles.

16. Awesome Scientific Computing

Meshing / Triangular and tetrahedral meshing

• pygmsh (⭐908) - Python interface for Gmsh. (Python, GPL 3, GitHub)

• pygalmesh (⭐642) - Python interface for CGAL's 3D meshing capabilities. (Python, GPL 3, GitHub)

Visualization / Mesh tools

• vedo - Library for scientific analysis and visualization of 3D objects based on VTK. (Python, MIT, GitHub (⭐2.2k))

Other libraries and tools / Mesh tools

• accupy (⭐105) - Accurate sums and dot products for Python. (Python, GPL 3, GitHub)

• preCICE - Coupling library for partitioned multi-physics simulations (FSI, CHT, and more). (C++, LGPL 3, GitHub)

17. Awesome Substrate

Videos

• Polkadot Network Technical Explainers

SCALE Codec

• AssemblyScript (⭐20) - Maintained by LimeChain.

• Python (⭐58) - Maintained by Polkascan Foundation.

18. Awesome Roslyn

Tutorials

• Introducing C# Source Generators - Original announcement of the C# 9.0 Source Generators feature. Explains what source generators are, in which scenarios they are useful, and shows how to write a simple source generator.

• New C# Source Generator Samples - Samples on how to write a non-trivial code generator driven by additional, non-code files like CSV files or Mustache templates.

• C# Source Generators (⭐2.2k) - Comprehensive list of additional learning sources, samples, and experimental and productive source generators. A perfect reference once you grasp the basics.

Source Generators

• DpDtInject (⭐34) - Proof-of-concept of a dependency injection container that transfers huge piece of resolving logic to the compilation stage. Offers additional compile-time safety and fast runtime resolution.

• JsonSrcGen (⭐150) - Reflection-free JSON serializer. Allows extremely fast JSON processing by generating reflection-free serializers at the compile time.

• Source Generator Playground - Online application that lets you experiment with source generators. Perfect for learning and testing your ideas. Write your own source generator or learn from built-in examples and see the generated output.

• StrongInject (⭐858) - Compile-time dependency injection container. Compile-time checked, reflection-free and runtime code generation free, thus fast and app-trimming-friendly.

• StructPacker (⭐78) - Low-level, lightweight and performance-focused serializer for C# struct types. Auto-generates C# serialization code to achieve peak runtime performance and efficiency.

• Svg to C# Source Generators (⭐3) - SVG to C# compiler. Compiles SVG drawing markup to C# using SkiaSharp (⭐5k) as rendering engine.

19. Awesome Wp Cli

Tutorials & guides / Notable packages

• CaptainCore Cookbook - Collection of WP-CLI commands and bash scripts for automating WordPress maintenance.

20. Awesome Corda

Programming

• Corda API reference - Corda public API reference.

Tools

• DAML for Corda (⭐73) - DAML smart contracts for Corda.

• Testacles (⭐2) - Tools to grow CorDapp test suites.

CorDapps

• Auction (⭐1) - A demo auction CorDapp.

21. Awesome Ebpf

Articles and Presentations / cBPF

• The FreeBSD manual page about BPF

22. Awesome Yew

Articles / Frameworks

• Yew - Rust & WebAsse-frontend framework

23. Awesome Pokemon

Resources & Others / Wiki

• Pokedex.org (⭐2.3k) - Offline-capable Pokédex web site https://pokedex.org.

24. Awesome Ruby

Machine Learning

• rumale (⭐853) - A machine learning library with interfaces similar to Scikit-Learn.

25. Awesome Crystal

Configuration

• Envy (⭐9) - Load environment variables from YAML

Web Frameworks

• grip (⭐283) - The microframework for writing powerful web applications

26. Awesome Iot

Software / Frameworks

• Iotivity - IoTivity is an open source software framework enabling seamless device-to-device connectivity to address the emerging needs of the Internet of Things.

27. Awesome Geek Podcasts

In Russian

• linkmeup - Podcast about Networks, Telecom and other IT.

28. Awesome Incident Response

IR Tools Collection / Memory Analysis Tools

• Memoryze for Mac - Memoryze for Mac is Memoryze but then for Macs. A lower number of features, however.

29. Awesome Ionic

Tools

• Ionic Vetur Intellisense (⭐3) - Vetur support for Ionic Components for tag and attribute autocompletion

30. Awesome Elm

Examples / Other editors

• Bolster (⭐8) - An end-to-end encrypted journal app.

31. Awesome Ios

Tools / Collection View Layout

• Swift Package Index - Swift packages list with many information about quality and compatiblity of package.

32. Awesome Cpp

Compression

• KArchive - A library for creating, reading, writing and manipulating file archives like zip and tar. It also provides transparent compression and decompression of data, using formats like gzip, via a subclass of QIODevice. [LGPL]

Serialization

• mrpt-serialization (⭐2.1k) - Versioned serialization to binary or text formats. [BSD] website

33. Awesome Eslint

Plugins / Libraries

• TypeGraphQL (⭐19) - Linting rules for TypeGraphQL, targeted at finding common mistakes.

34. Awesome Robotics

Competitions

• RoboMasters

35. Awesome Programming for Kids

Upper Elementary

• Finch Robot - A small robot designed for computer science education with support for multiple programming languages.

36. Awesome Deep Learning

Table of Contents / Books

• TensorFlow 2.0 in Action - by Thushan Ganegedara

37. Awesome Actions

Utility / Docker Container Actions

• NSFW Detection (⭐18) - Detect NSFW content in committed files.

38. Mind Expanding Books

Philosophy And Psychology

• Name: The Slight Edge - Secret to a Successful Life

  Author: Jeff Olson

  Goodreads Rating: 4.39

  Year Published: 2005

• Name: Passions Within Reason: The Strategic Role of the Emotions

  Author: Robert H. Frank

  Goodreads Rating: 4.34

  Year Published: 1989

• Name: The Elephant in the Brain: Hidden Motives in Everyday Life

  Author: Kevin Simler, Robin Hanson

  Goodreads Rating: 4.05

  Year Published: 2017

Autobiographies and Biographies

• Name: My Inventions: The Autobiography of Nikola Tesla

  Author: Nikola Tesla

  Goodreads Rating: 3.96

  Year Published: 2006

Logic and Problem Solving

• Name: Superforecasting: The Art and Science of Prediction

  Author: Philip E. Tetlock, Dan Gardner

  Goodreads Rating: 4.10

  Year Published: 2015

Language / Miscellaneous

• Name: The Language Instinct: How the Mind Creates Language

  Author: Steven Pinker

  Goodreads Rating: 4.02

  Year Published: 2000

Nature / Miscellaneous

• Name: Pilgrim at Tinker Creek

  Author: Annie Dillard

  Goodreads Rating: 4.11

  Year Published: 1974

39. Awesome Digitalocean

Configuration management

• Ansible Cloud Modules - DigitalOcean

40. Awesome Veganism

Brands

• Dandies - Delicious, soft, melting, and all natural marshmallows with vanilla, pumpkin, or peppermint taste.

• Daiya - Amazing cheesecakes, frozen pizzas, various cheesy products, and more desserts.

• Happy Cashew - Creamy, delicious cashew based milk product alternatives, with a big variety of brie style cheeses and more.

• Valsoia - Absolutely amazing Italian ice cream, ice cones, hazelnut spread, and other food products.

• Vantastic Foods - Massive selection of plant-based products, including their own brand with different types of delicious sausages, slices, and more.

41. Awesome Testing

Blogs / Mind Mapping & Documentation

• Softwaretester Blog

42. Awesome Robotic Tooling

Network and Middleware / Controller Area Network

• Open-Vehicle-Monitoring-System-3 (⭐687) - The system provides live monitoring of vehicle metrics like state of charge, temperatures, tyre pressures and diagnostic fault conditions.

43. Awesome Ai in Finance

Time Series Data

• AutomatedStockTrading-DeepQ-Learning (⭐280) - Build a Deep Q-learning reinforcement agent model as automated trading robot.

• Quantitative-Trading (⭐37) - Papers and code implementing Quantitative-Trading.

44. Awesome Nosql Guides

Overview of NoSQL

• The NoSQL Ecosystem - A chapter written by Adam Marcus from "The Architecture of Open Source Applications" book, this chapter is geared more towards systems architects needing to learn more in-depth understanding of how these systems are built.

Data Structures and Modeling

• NoSQL Data Modeling Techniques (2012) - This article provides a short comparison of NoSQL system families from the data modeling point of view and digests several common modeling techniques.

45. Awesome List

Business

• Social Enterprise (⭐110) - Building an organization primarily focused on social impact that is at least partially self-funded.

46. Awesome Seml

Tooling

• Archai (⭐477) - Neural architecture search.

• FairLearn - A toolkit to assess and improve the fairness of machine learning models.

• Great Expectations (⭐11k) - Data validation and testing with integration in pipelines.

• LiFT (⭐172) - Linkedin fairness toolkit.

• Model Card Toolkit (⭐434) - Streamlines and automates the generation of model cards; for model documentation.

47. Webcomponents the Right Way

Tools

• webcomponents.dev - Component IDE for web platform developers.

48. Alternative Internet

Dead

• Younity is a "personal cloud" that lets users share their files between their devices, without uploading them to one centralised server.

49. Awesome Software Patreons

People Doing Open Source Work / Hardware related

• Adam King - RLTrader, Tensortrade and other trading related projects.

50. Awesome Svelte

Official Resources

• Official Guide

• API Reference

• GitHub Repo (⭐83k)

Community

• Twitter

• Discord

Conferences

• Svelte Summit

Podcasts

• Svelte Radio

YouTube Channels

• Svelte Society

UI Libraries

• carbon-components-svelte (⭐2.8k) - Svelte implementation of the IBM Carbon Design System.

Notification

• svelte-favicon-badge (⭐102) - A custom component that adds a favicon and a badge that you can use to show for example number of unread messages, etc.

Calendar

• svelte-calendar (⭐546) - A lightweight datepicker with neat animations and a unique UX.

Test / Form Components

• jest-transform-svelte (⭐35) - Jest Transformer for Svelte components.

Editors / Visual Studio Code

• Svelte 3 Snippets - Svelte 3 Snippets for VS Code.

51. Awesome Canvas

Canvas / Examples

• Particles.js [show me the code] • Beautiful particles created using canvas.

• Space Noodles • Amazing example about line movement and animation.

52. Awesome Cmake

Toolchains

• toolchains (⭐93) - For cross-compiling with CMake. They are meant to be mainly used on ArchLinux. [NO LICENSE]

53. Awesome Selenium

Cloud Services / Desktop GUI Automation (non-browser-centric)

• LambdaTest - Test your website for cross browser compatibility on 2000+ real browsers & OS. Get Free Trial.

54. Awesome Swift

Gesture

• Tactile (⭐716) - A safer and more idiomatic way to respond to gestures and control events.

55. Awesome Python Data Science

Deep Learning / TensorFlow

• Keras - A high-level neural networks API running on top of TensorFlow.

Deep Learning / Others

• Tangent (⭐2.3k) - Source-to-Source Debuggable Derivatives in Pure Python.

• autograd (⭐7.3k) - Efficiently computes derivatives of numpy code.

• Caffe (⭐34k) - A fast open framework for deep learning.

56. Awesome Xamarin

IOC/DI

• DryIoc (⭐1.1k) - Fast, small, full-featured IoC Container for .NET.

57. Awesome Django

Third-Party Packages / Admin

• django-admin-env-notice (⭐331) - Visually distinguish environments in Django Admin, for example: development, staging, production.

Third-Party Packages / Search Engine Optimisation

• django-check-seo (⭐160) - Check SEO of pages.

58. Awesome Mac

Reading and Writing Tools / Note-taking

• Gooba - Writing app and task manager with a simple and interactive design.

QuickLook Plugins / System Related Tools

• quick-look-plugins (⭐18k) - List of useful Quick Look plugins for developers

59. Awesome R Learning Resources

Topic Areas / Functions

• stat.berkeley - Introduction to Functions - An introduction to functions in the R language by the organizers of Integrating Computing into the Statistics Curricula (U.C. Berkeley).

Topic Areas / Math

• Descriptive Statistics - A tutorial of descriptive statistics which are used to summarize data in a way that provides insight into the information contained in the data. Author: Salvatore S. Mangiafico.

• Essential Math for Data Science - An article discussing the key mathematical topics to master to become a better data scientist. Author: Tirthajyoti Sarkar.

• Gallery of Statistical Distributions - Author: NIST/SEMATECH.

• Plotting distributions (ggplot2) - A tutorial for plotting a distribution of data. Author: Winston Chang.

Topic Areas / Shiny

• Awesome R Shiny (⭐829) - A curated list of resources for R Shiny. Author: Rob Gilmore.

• Building Shiny Applications with R Tutorial (Deprecated) - Introductory tutorial to Shiny. Note, this tutorial is deprecated. Author: RStudio.

• Building Shiny apps - an interactive tutorial - This tutorial is a hands-on activity complement to a set of presentation slides for learning how to build Shiny apps. Author: Dean Attali.

• How to Start with Shiny - Detailed introductory video tutorial. Author: Garrett Grolemund.

• Learn Shiny - The video and written tutorials on this page are primarily designed for users who are new to Shiny and want a guided introduction. Author: RStudio.

• Shiny Articles - Various articles covering individual Shiny topics at a more advanced level. Author: RStudio.

Topic Areas / Viz

• Awesome ggplot2 (⭐1.7k) - A curated list of awesome ggplot2 tutorials, packages etc. Author: Erik Gahner Larsen.

• Chart Suggestions — A thought-starter on choosing the way to show your data - Author: Andrew Abela, Ph.D.

• Color Hex Color Codes - Author: Color-Hex.

• Combine Multiple GGPlots into a Figure - Author: Alboukadel Kassambara.

• From Data to Viz - From Data to Viz leads you to the most appropriate graph for your data. Author: Yan Holtz.

• ggplot2 - Modify components of a theme - How to modify components of a theme in ggplot2. Author: the developers of Tidyverse.

• Graphics in R with ggplot2 - A detailed guide for the use of graphics within ggplot2. Author: Antoine Soetewey.

• r-color-palettes (⭐1.6k) - Comprehensive list of color palettes available in r. Author: Emil Hvitfeldt.

• The Data Visualization Catalogue - The Data Visualization Catalogue is a project developed by Severino Ribecca to create a library of different information visualization types.

• The Graphic Continuum - The Graphic Continuum shows the many different types of visualizations available to us when we encode and present data. Authors: Jonathan Schwabish, and Severino Ribecca.

• The R Graph Gallery - A collection of charts made with the R programming language. Author: Yan Holtz.

• Time Based Heatmaps in R - Author: Laura Ellis.

• Top 50 ggplot2 Visualizations - The Master List (With Full R Code) - This tutorial helps you choose the right type of chart for your specific objectives and how to implement it in R using ggplot2. Author: Selva Prabhakaran.

Topic Areas / Wrangling

• Data Wrangling Part 1: Basic to Advanced Ways to Select Columns - Author: Suzan Baert.

• Data Wrangling Part 2: Transforming your columns into the right shape - Author: Suzan Baert.

• Data Wrangling Part 3: Basic and more advanced ways to filter rows - Author: Suzan Baert.

• Data Wrangling Part 4: Summarizing and slicing your data - Author: Suzan Baert.

Topic Areas / Uncategorized

• Fakir - Create Fake Data in R for Tutorials - Author: Colin Fay.

• Syntax equivalents: base R vs Tidyverse - A detailed comparison of base R and tidyverse. Author: Hugo Tavares.

Blogs / Uncategorized

• Data Imaginist - Thomas Lin Pedersen is a data scientist turned software engineer who focuses on improving researchers’ interactions with the data they produce.

• Stats and R - Through his blog, Antoine Soetewey (PhD in statistics) aims at helping academics and professionals working with data to grasp important statistical concepts, and shows how to apply them in R.

Books / Uncategorized

• Answering Questions with Data - This is a free textbook teaching introductory statistics for undergraduates in Psychology. The textbook was written with math-phobia in mind and attempts to reduce the phobia associated with arithmetic computations. Author: Matthew J. C. Crump.

• Engineering Production-Grade Shiny Apps - This book covers the process of building a Shiny application that will later be sent to production. Authors: Colin Fay, Sébastien Rochette, Vincent Guyader, Cervan Girard.

• Geocomputation with R - This book is about using the power of computers to do things with geographic data. It teaches a range of spatial skills, including reading, writing and manipulating geographic data; making static and interactive maps; applying geocomputation to solve real-world problems; and modeling geographic phenomena. Authors: Robin Lovelace, Jakub Nowosad, Jannes Muenchow.

YouTube / Uncategorized

• Andrew Couch - Topics include modeling, creating functions, dashboards, and forecasting.

• Ben Stenhaug - Topics include saving and reading data, map functions in purrr, t-tests, item response theory, and the basics of R and the tidyverse.

• Colin Quirk - Topics include regular expressions, data types, Shiny, and gganimate.

• Data Analysis and Visualization Using R - Topics for the online course Data Analysis and Visualization Using R.

• Data Science with Tom - Topics include time series, analyzing word relationships with ggraph and tidytext, and tidymodels.

• David Jablonski - The UC Berkeley R Bootcamp playlists include videos on R basics, handling data, performing calculations, programming, graphics, workflows, and statistics.

• David Robinson - Topics include graphing for EDA, data manipulation, animated mapping, visualization, text mining, time series, forecasting, regression, bootstrapping, package development, network graphs, ANOVA, JSON, simulation, survival analysis, and tidymetrics. Click here (⭐381) for detailed TidyTuesday screencast annotations.

• Dragonfly Statistics - Topics include numerical computing, generating random walks, markov chains, encoding categorical variables, probability, correlation plots, feature engineering, time series, binary classifiers, models, data.table, confusion matrices, machine learning, geocoding, summary statistics, and simulation.

• Julia Silge - Topics include predictive text modeling, impute missing data, tidymodels, sentiment analysis, multinomial classification, principal component analysis, data preprocessing and resampling, and multinomial classification.

• Numyard - Topics include working with dataframes, for loops, basic math, vectors, lists, creating functions, data types, and random sampling.

• Richard Webster - Topics include the paste function, the apply family of functions, while and for loops, conditional statements, visualization, removing NAs, and combining data.

• Simplilearn - The R Programming for Beginners playlist includes videos on data science, charting, data visualization, algorithms, business analytics, regression, random forest, SVM, clustering, time series, modeling, and analytical techniques.

• Statistics Globe - A collection of short but detailed tutorials on how to work through common problems you will face while using R. Topics include data formatting, reordering data, strings, and ggplot2.

• StatQuest with Josh Starmer - The Statistics and Machine Learning in R playlist deals with principal component analysis, random forest, regression, ROC and AUC, and ridge, lasso and elastic-net.

• TidyX - TidyX is a screen cast where the hosts select code from the TidyTuesday project and go through their code line-by-line, explaining what they did and how the functions they used work. They also break down the visualizations they create and talk about how to apply similar approaches to other data sets. The objective is to help more people learn R and get involved in the TidyTuesday community.

60. Awesome Stacks

GraphCMS React + Apollo ↗ / Resources

• GraphCMS starter blog with React & Apollo Client (⭐616)

61. Awesome Vehicle Security

Presentations

• Pentesting vehicles with YACHT (Yet Another Car Hacking Tool) -A presentation that discusses different attack surfaces of a vehicle, then continues to describe an approach to car hacking along with tools needed to analyse and gather useful information.

62. Awesome D3

Utils / Third Party

• d3-annotation (⭐756) - Annotation helper with built-in annotation types

63. Awesome React Components

Collapse

• react-tabbordion (⭐80) - demo - Universal, semantic and CSS-only components for creating Accordions and Tabs.

Chart

• react-muze (⭐16) - React wrapper for muze(free data visualization library for creating exploratory data visualizations in browser, using WebAssembly)

Form Components / Select

• react-functional-select (⭐195) - demo - Micro-sized & micro-optimized select component for React.js.

64. Awesome Ads

Best Practices

• Coalition for Better Ads - A group of companies (Google, Facebook, etc) that publish research about how to improve the online consumer ad experience and defined some standards.

65. Awesome Tensorflow Lite

Helpful links / Other

• TensorFlow Lite Examples - Android (⭐82) - A repository refactors and rewrites all the TensorFlow Lite Android examples which are included in the TensorFlow official website.

66. Awesome Fuzzing

Books

• The Fuzzing Book (2019)

67. Awesome Linux Containers

Security / Links

• The container is a lie

68. Awesome Cl

Miscellaneous

• cl-liballegro (⭐63) - Interface and bindings to the Allegro 5 game programming library. zlib.

69. Awesome Blazor

Component bundles

• Smart UI for Blazor (⭐67) - Component library for Blazor including Grid, Kanban, Gantt, Chart, Docking, Pivot and more. Website.

2D/3D Rendering engines / Others

• BlazorContextMenu (⭐546) - A context menu component for Blazor (Demo).

Tools & Utilities / Others

• Blazor Printing (⭐125) - Print and save PDF documents with a native print dialog in a Blazor Server or client Application.

70. Awesome Non Financial Blockchain

Identity Applications / Public Blockchain Identity

• Jolocom - Self-sovereign identity wallet.

71. Motion Ui Design

Libraries / JavaScript

• useAnimations - micro-animations icon library;

72. Awesome Ros2

Packages / Application layer

• Apex.Autonomy - Apex.Autonomy provides autonomy algorithms as individual building blocks and is compatible with Autoware.Auto.

73. Awesome Plotters

Plotter Art For Sale / Patents

• Pedro Alcocer

74. Awesome Machine Learning

Clojure / General-Purpose Machine Learning

• clj-boost - Wrapper for XGBoost

• lambda-ml (⭐76) - Simple, concise implementations of machine learning techniques and utilities in Clojure.

Clojure / Deep Learning

• MXNet - Bindings to Apache MXNet - part of the MXNet project

• Deep Diamond (⭐438) - A fast Clojure Tensor & Deep Learning library

• jutsu.ai (⭐100) - Clojure wrapper for deeplearning4j with some added syntactic sugar.

• dl4clj (⭐99) - Clojure wrapper for Deeplearning4j.

Clojure / Data Analysis

• Tablecloth (⭐335) - A dataframe grammar wrapping tech.ml.dataset, inspired by several R libraries

• Panthera (⭐190) - Clojure API wrapping Python's Pandas library

• Geni (⭐293) - a Clojure dataframe library that runs on Apache Spark

Clojure / Data Visualization

• Hanami (⭐402) : Clojure(Script) library and framework for creating interactive visualization applications based in Vega-Lite (VGL) and/or Vega (VG) specifications. Automatic framing and layouts along with a powerful templating system for abstracting visualization specs

• Saite (⭐140) - Clojure(Script) client/server application for dynamic interactive explorations and the creation of live shareable documents capturing them using Vega/Vega-Lite, CodeMirror, markdown, and LaTeX

• Oz (⭐834) - Data visualisation using Vega/Vega-Lite and Hiccup, and a live-reload platform for literate-programming

• clojupyter (⭐848) - A Jupyter kernel for Clojure - run Clojure code in Jupyter Lab, Notebook and Console.

Clojure / Interop

• Java Interop - Clojure has Native Java Interop from which Java's ML ecosystem can be accessed

• JavaScript Interop - ClojureScript has Native JavaScript Interop from which JavaScript's ML ecosystem can be accessed

• Libpython-clj (⭐1.1k) - Interop with Python

• ClojisR (⭐156) - Interop with R and Renjin (R on the JVM)

Clojure / Misc

• Neanderthal - Fast Clojure Matrix Library (native CPU, GPU, OpenCL, CUDA)

• fastmath (⭐260) - A collection of functions for mathematical and statistical computing, macine learning, etc., wrapping several JVM libraries

Clojure / Extra

• Scicloj - Curated list of ML related resources for Clojure.

Scala / General-Purpose Machine Learning

• Smile - Statistical Machine Intelligence and Learning Engine.

75. Awesome Javascript

Data Visualization / Runner

• GraphicsJS (⭐992) - A lightweight JavaScript graphics library with the intuitive API, based on SVG/VML technology.

Spreadsheet / Runner

• Luckysheet (⭐16k) - Luckysheet is an online spreadsheet like excel that is powerful, simple to configure, and completely open source.

Storage / Runner

• awesome-web-storage (⭐447) - Everything you need to know about client-side storage.

76. Public Apis

Anti-Malware

• API: AlienVault Open Threat Exchange (OTX)

  Description: IP/domain/URL reputation

  Auth: apiKey

  HTTPS: Yes

  CORS: Unknown

Games & Comics

• API: JokeAPI

  Description: Programming, Miscellaneous and Dark Jokes

  Auth: No

  HTTPS: Yes

  CORS: Yes

Video

• API: SWAPI

  Description: All things Star Wars

  Auth: No

  HTTPS: Yes

  CORS: Yes

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