Awesome List Updates on Nov 05, 2022

10 awesome lists updated today.

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1. Awesome Deno

Blogs/Newsletters / XML

• Craig's Deno Diary - A blog focussing on Deno tech & lib howtos.

• Deno Blog - The official blog of the Deno Company.

• Deno News - A newsletter of Deno articles, news and cool projects.

2. Awesome Github Wiki

Examples

• aws/aws-parallelcluster (⭐866)

3. Awesome Lit

Component Libraries

• Umbraco UI Components (⭐139) - Collection of user interface web components for Umbraco CMS.

Starter Templates

• Lit Webpack Starter (⭐10) - Starter for multipage apps with Lit and Typescript, using Webpack.

4. Awesome Zsh Plugins

Completions / superconsole - Windows-only

• yt-dlp (⭐7) - Tab completions for yt-dlp (⭐118k).

Themes / superconsole - Windows-only

• air (⭐0) - Minimalist theme with git status decorations.

5. Webcomponents the Right Way

Custom Elements

• Custom Elements v1: Reusable Web Components

Shadow DOM

• Shadow DOM v1: Self-Contained Web Components

Best Practices

• Custom Element Best Practices

Codelabs

• Creating Custom Form Controls with ElementInternals

Examples

• Nude UI (⭐231) - Collection of accessible, customizable, ultra-light web components.

Component Libraries

• AXA Pattern Library (⭐126) - AXA CH UI components library built with Web Components.

• Curvenote (⭐184) - Web components for creating interactive scientific articles.

• Dile Components (⭐91) - General use Web Components for websites and applications.

• Furo Webcomponents (⭐12) - Enterprise ready set of web components which work best with Eclipse Furo.

• Fusion Web Components (⭐12) - Ser of web components used by Equinor Fusion.

• Ignite UI Web Components (⭐128) - Complete library of UI components from Infragistics.

• Medblocks UI (⭐64) - Web Components for rapid development of openEHR and FHIR systems.

• Mutation testing elements (⭐27) - A schema for mutation testing results with the web components to visualize it.

• One Platform Components (⭐31) - Set of web components for Red Hat One Platform.

• Playground Elements (⭐597) - Serverless code experiences with web components.

• Stripe Elements (⭐81) - Custom Element Wrapper for Stripe.js v3 Elements.

• Titanium Elements (⭐19) - Collection of lightweight web components used by Leavitt Group Enterprises.

• VSCode Webview Elements (⭐0) - Components for creating VSCode extensions which use the Webview API.

• Webmarkets web components (⭐1) - Set of Webmarkets' public web components.

Design Systems

• Carbon Web Components (⭐476) - Carbon Design System variant on top of Web Components.

• Clarity Core Web Components (⭐178) - Suite of web components from the Clarity Design System.

• Forge Components (⭐57) - Library of Web Components adhering to the Forge Design System.

• Liquid (⭐78) - UI component library based on the Liquid Design System.

• Material Web Components (⭐10k) - Material Design implemented as Web Components.

• Momentum UI Web Components (⭐211) - Set of UI components based on Momentum Design.

• OutlineJS (⭐131) - Web component based design system starter kit.

• Pharos Design System (⭐123) - JSTOR's design system to create cohesive, supportive, and beautiful experiences.

• Red Hat Design System (⭐122) - Web components for building uniform experiences with the Red Hat brand.

• Siemens iX Web Components (⭐267) - Web Components implementing Siemens iX design system.

Class Based

• Forge Core (⭐7) - Building blocks and utilities that are used when building Forge Web Components.

• Lit - Simple library for building fast, lightweight web components.

Functional

• Solid Element (⭐34k) - Library that extends Solid adding Custom Web Components and extensions.

React

• 3 Approaches to Integrate React with Custom Elements

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.

6. Awesome Machine Learning

R / General-Purpose Machine Learning

• MXNet (⭐21k) - Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Go, JavaScript and more.

• Cubist - Cubist: Rule- and Instance-Based Regression Modelling.

• TDSP-Utilities (⭐375) - Two data science utilities in R from Microsoft: 1) Interactive Data Exploration, Analysis, and Reporting (IDEAR) ; 2) Automated Modelling and Reporting (AMR).

Java / Natural Language Processing

• MALLET - A Java-based package for statistical natural language processing, document classification, clustering, topic modelling, information extraction, and other machine learning applications to text.

Java / General-Purpose Machine Learning

• LBJava (⭐13) - Learning Based Java is a modelling language for the rapid development of software systems, offers a convenient, declarative syntax for classifier and constraint definition directly in terms of the objects in the programmer's application.

JavaScript / General-Purpose Machine Learning

• Convnet.js - ConvNetJS is a JavaScript library for training Deep Learning models[DEEP LEARNING] [Deprecated]

• Clusterfck - Agglomerative hierarchical clustering implemented in JavaScript for Node.js and the browser. [Deprecated]

• Clustering.js (⭐30) - Clustering algorithms implemented in JavaScript for Node.js and the browser. [Deprecated]

• Kmeans.js (⭐45) - Simple JavaScript implementation of the k-means algorithm, for node.js and the browser. [Deprecated]

• LDA.js (⭐297) - LDA topic modelling for Node.js

• Learning.js (⭐66) - JavaScript implementation of logistic regression/c4.5 decision tree [Deprecated]

• kalman (⭐115) - Kalman filter for JavaScript. [Deprecated]

• WebDNN (⭐2k) - Fast Deep Neural Network JavaScript Framework. WebDNN uses next generation JavaScript API, WebGPU for GPU execution, and WebAssembly for CPU execution.

JavaScript / Misc

• MLPleaseHelp (⭐5) - MLPleaseHelp is a simple ML resource search engine. You can use this search engine right now at https://jgreenemi.github.io/MLPleaseHelp/, provided via GitHub Pages.

Julia / General-Purpose Machine Learning

• Simple MCMC (⭐12) - basic MCMC sampler implemented in Julia. [Deprecated]

• Kernel Density (⭐191) - Kernel density estimators for Julia.

Julia / Natural Language Processing

• Corpus Loaders (⭐32) - A Julia package providing a variety of loaders for various NLP corpora.

Julia / Data Analysis / Data Visualization

• LightGraphs (⭐669) - Graph modelling and analysis.

Matlab / General-Purpose Machine Learning

• MXNet (⭐21k) - Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Go, JavaScript and more.

.NET / Data Analysis / Data Visualization

• numl - numl is a machine learning library intended to ease the use of using standard modelling techniques for both prediction and clustering.

Python / Computer Vision

• Scikit-Opt (⭐5.6k) - Swarm Intelligence in Python (Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Algorithm, Immune Algorithm, Artificial Fish Swarm Algorithm in Python)

Python / Natural Language Processing

• spammy (⭐142) - A library for email Spam filtering built on top of NLTK

Python / General-Purpose Machine Learning

• Edward - A library for probabilistic modelling, inference, and criticism. Built on top of TensorFlow.

• FEDOT (⭐679): An AutoML framework for the automated design of composite modelling pipelines. It can handle classification, regression, and time series forecasting tasks on different types of data (including multi-modal datasets).

Tools / Misc

• More tools to improve the ML lifecycle: Catalyst (⭐3.4k), PachydermIO. The following are GitHub-alike and targeting teams Weights & Biases, Neptune.ai, Comet.ml, Valohai.ai, DAGsHub.

Python / Data Analysis / Data Visualization

• DataVisualization (⭐45) - A GitHub Repository Where you can Learn Datavisualizatoin Basics to Intermediate level.

• AutoViz (⭐1.8k) AutoViz performs automatic visualization of any dataset with a single line of Python code. Give it any input file (CSV, txt or JSON) of any size and AutoViz will visualize it. See Medium article.

• PyDy - Short for Python Dynamics, used to assist with workflow in the modelling of dynamic motion based around NumPy, SciPy, IPython, and matplotlib.

• statsmodels (⭐11k) - Statistical modelling and econometrics in Python.

Python / Misc Scripts / iPython Notebooks / Codebases

• MiniGrad (⭐96) – A minimal, educational, Pythonic implementation of autograd (~100 loc).

• Sarah Palin LDA (⭐9) - Topic Modelling the Sarah Palin emails.

Ruby / Natural Language Processing

• Treat (⭐1.4k) - Text Retrieval and Annotation Toolkit, definitely the most comprehensive toolkit I’ve encountered so far for Ruby.

Ruby / Misc

• Listof (⭐29) - Community based data collection, packed in gem. Get list of pretty much anything (stop words, countries, non words) in txt, JSON or hash. Demo/Search for a list

SAS / General-Purpose Machine Learning

• Visual Data Mining and Machine Learning - Interactive, automated, and programmatic modelling with the latest machine learning algorithms in and end-to-end analytics environment, from data prep to deployment. Free trial available.

Scala / Natural Language Processing

• FACTORIE (⭐553) - FACTORIE is a toolkit for deployable probabilistic modelling, implemented as a software library in Scala. It provides its users with a succinct language for creating relational factor graphs, estimating parameters and performing inference.

7. Awesome Vue

Components & Libraries / Scaffold

• Vue3-SPA-starter-template (⭐71) - A starter kit with Router, Pinia, i18n, Stripe, Event Bus, SEO meta and schema tag handling, and more.

8. Awesome Sitecore

Security

• ASP.NET 2.0 Membership Database as Identity Server User Store (⭐1) - Validate user logins and passwords against an existing ASP.NET 2.0 membership database containing user data for existing systems.

9. Awesome Generative Deep Art

Inbox: Stable Diffusion / Multi-agents

• Img To Music a Hugging Face Space by fffiloni

10. Awesome Eslint

Plugins / Practices and Specific ES Features

• no-comments (⭐13) - Prevents leaking comments into production if bundler is not used and stops developers from commenting out old lines of code.

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