Awesome List Updates on Oct 17 - Oct 23, 2022
55 awesome lists updated this week.
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1. Awesome Coq
Projects / Tools
- Trakt (⭐16) - Generic goal preprocessing tool for proof automation tactics.
Resources / Course Material
- Introduction to the Theory of Computation - Formalization to support an undergraduate course on the theory of computation, including languages and Turing machines.
2. Static Analysis
Multiple languages / Other
- emerge (⭐910) — Emerge is a source code and dependency visualizer that can be used to gather insights about source code structure, metrics, dependencies and complexity of software projects. After scanning the source code of a project it provides you an interactive web interface to explore and analyze your project by using graph structures.
- Snyk Code ©️ — Snyk Code finds security vulnerabilities based on AI. Its speed of analysis allow us to analyse your code in real time and deliver results when you hit the save button in your IDE. Supported languages are Java, JavaScript, Python, PHP, C#, Go and TypeScript. Integrations with GitHub, BitBucket and Gitlab. It is free to try and part of the Snyk platform also covering SCA, containers and IaC.
3. Awesome Python
GUI Development
4. Awesome Developer First
Deployment Hosting
- Qoddi - Git connected app hosting platform.
5. Awesome Cl
Notebooks / Third-party APIs
- common-lisp-jupyter (⭐232) - A Common Lisp kernel for Jupyter along with a library for building Jupyter kernels, based on Maxima-Jupyter by Robert Dodier which was based on cl-jupyter by Frederic Peschanski. MIT.
- jupyterlab-debugger-restarts (⭐2) - restart functionality for the JupyterLab debugger.
- Cytoscape widget (⭐3) - Cytoscape.js widget for common-lisp-jupyter.
- Kekule widget (⭐2) - Kekule.js widget for common-lisp-jupyter.
- molecule viewer (⭐1) - A molecule viewer for JupyterLab using ngl.
- ngl widget (⭐2) - A ngl widget (protein viewer) for common-lisp-jupyter.
- sheet widget (⭐2) - Data grid widget for common-lisp-jupyter.
- cl-jupyter (⭐199) - A Common Lisp kernel for Jupyter notebooks custom licence (⭐199).
6. Awesome Broadcasting
Animation, Graphics & Video Playout
- Studio TV Player (⭐53) - Simple TV studio player with SDI, NDI and MPEG TS outputs.
7. Awesome Github Wiki
Useful links with tips & tricks
8. Awesome Java
Bytecode Manipulation
- Recaf - JVM reverse engineering toolkit, essentially an IDE for Java bytecode.
Configuration / Text-Based User Interfaces
- Curator Framework - High-level API for Apache ZooKeeper.
Game Development / Text-Based User Interfaces
- Void2D - High-level 2D game engine with built-in physics based on Swing.
HTTP Clients / Text-Based User Interfaces
- Ribbon (⭐4.6k) - Client-side IPC library that is battle-tested in the cloud.
Networking / Text-Based User Interfaces
- Fluency (⭐157) - High throughput data ingestion logger to Fluentd and Fluent Bit.
Security / Other
- Passay - Enforce password policy by validating candidate passwords against a configurable rule set.
Testing / Fixtures
- Mockneat (⭐536) - Another fake data generator.
Web Frameworks / Mocking
- Javalin - Microframework for web applications.
9. Awesome Mac
Reading and Writing Tools / Markdown Tools
- Typora - Truly minimal Markdown editor featuring seamless live preview.
Design and Product / Design Tools
- System Color Picker (⭐1.3k) - The macOS color picker as an app with more features.
Design and Product / Other Tools
- qView - qView is an image viewer designed with minimalism and usability in mind.
Utilities / Quality of Life Improvements
- Actions (⭐2.8k) - Provides many useful actions for the Shortcuts app.
QuickLook Plugins / System Related Tools
- QLMarkdown (⭐1.8k) - Quick Look extension for Markdown files. -
- Syntax Highlight (⭐3.5k) - Quick Look extension for highlight source code files. -
10. Urban and Regional Planning Resources
Public Data Resources / Transportation
- City Access Map - CityAccessMap was developed by urban scientists, for urban planners. It uses open data from OpenStreetMap and the Global Human Settlement Layer (GHSL), to quantify and visualize walking accessibility to a variety of services for any city in the world.
11. Awesome Algorand
Wallet Development / Visual Studio
- use-wallet (⭐91) - React hooks for using Algorand compatible wallets with web applications. Developed by txnlab.
12. Awesome Job Boards
Programming / PHP
- Jobbsy - Symfony Jobs
13. Awesome Deno
Resources / Books
14. Awesome Blazor
Videos / Others
- MAUI Blazor Podcast Client Part 2: The .NET Show with Carl Franklin Ep 30 -
October 20, 2022 - Adding guests and links, and playlist functionality.
Articles / Others
- Part 1 - UI driven by Elsa Workflows - October 12, 2022 - This series describes the implementation of a User Interface driven by an Elsa workflow engine.
15. Awesome Vite
Templates / Vanilla
- vite-tailwind-nojs-starter (⭐66) - NoJS Tailwind CSS starter template.
Templates / Vue 3
- vite-vue-js-starter-template (⭐169) - Vite + Vue3 + JavaScript + Vue Router + Pinia + TDesign + ESLint + Stylelint + Prettier Simple Template.
16. Awesome Django
Resources / Official Resources
- Project Website - Official Django website.
17. Awesome Readme
Examples
- iterative/dvc (⭐15k) - ReStructuredText format example, PyPi compatible. Logo, custom website-like menu. Smooth how-it-works animation. Badges. Nice contribution section with the hall-of-fame.
18. Awesome Embedded Rust
Driver crates / WIP
- atwinc1500-rs - SPI - A host driver for the Atwinc1500 network controller
19. Awesome Design Systems
-
Components: 👍
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Voice & Tone:
Designers Kit:
Source code *: 🐙 (⭐291)
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Designers Kit:
Source code *: 🐙 (⭐560)
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Designers Kit:
Source code *: 🐙 (⭐22)
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Source code *: 🐙 (⭐30k)
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Source code *: 🐙 (⭐22)
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Source code *: 🐙 (⭐273)
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Components: 👍
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Source code *: 🐙 (⭐267)
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Source code *: 🐙 (⭐46)
: VMware Clarity Design System
Components: 👍
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Source code *: 🐙 (⭐6.4k)
20. Awesome Jquery
Miscellaneous Resources / Paid Books
21. Awesome Icons
Archive of Icons
- iconarchive - Professional tag based icon search engine with more than 600,000 icons.
Generic
- Lucide - A fork of Feather Icons with more than 500 additional icons.
22. Awesome Gatling
Videos / Talks
- Load Testing Crash Course with Gatling - Stéphane Landelle @ Devoxx Belgium 2022.
23. Awesome Zsh Plugins
Plugins / superconsole - Windows-only
- psgrep (⭐0) - Makes
ps grephide its own process from the results of aps aux | grep.
Themes / superconsole - Windows-only
- normanius (⭐0) - Derived from bira (⭐180k). Includes decorators for
gitstatus,user@host, pythonvirtualenv, and rubyrvmversion.
24. Awesome Vscode
Rust / Smarty Template Support
- rust-analyzer - Linting, auto-completion, code formatting, snippets and more
25. Awesome Docker
Container Composition
- box (⭐242) 💀 - Build Dockerfile images with a mruby DSL, includes flattening and layer manipulation
26. Awesome Vue
Resources / Tutorials
Components & Libraries / Utilities
- vue-vroom (⭐11) - A plugin for REST APIs, that lets you quickly generate type safe stores and a mock API with minimal config.
27. Awesome Terraform
Tools / Community providers
- Coder - Coder provisions software development environments on your infrastructure via Terraform.
28. Awesome Courses
Courses / Systems
- CS 162 Operating Systems and Systems Programming UC Berkeley

- The purpose of this course is to teach the design of operating systems and operating systems concepts that appear in other advanced systems. Topics we will cover include concepts of operating systems, systems programming, networked and distributed systems, and storage systems, including multiple-program systems (processes, interprocess communication, and synchronization), memory allocation (segmentation, paging), resource allocation and scheduling, file systems, basic networking (sockets, layering, APIs, reliability), transactions, security, and privacy.
- Operating Systems course by the Chair of EECS, UC Berkeley David Culler
- Lecture Videos Spring 2015 lectures
- Lecture Notes Spring 2015 lectures
- The purpose of this course is to teach the design of operating systems and operating systems concepts that appear in other advanced systems. Topics we will cover include concepts of operating systems, systems programming, networked and distributed systems, and storage systems, including multiple-program systems (processes, interprocess communication, and synchronization), memory allocation (segmentation, paging), resource allocation and scheduling, file systems, basic networking (sockets, layering, APIs, reliability), transactions, security, and privacy.
- CS 168 Introduction to the Internet: Architecture and Protocols UC Berkeley

- This course is an introduction to the Internet architecture. We will focus on the concepts and fundamental design principles that have contributed to the Internet's scalability and robustness and survey the various protocols and algorithms used within this architecture. Topics include layering, addressing, intradomain routing, interdomain routing, reliable delivery, congestion control, and the core protocols (e.g., TCP, UDP, IP, DNS, and HTTP) and network technologies (e.g., Ethernet, wireless).
- Lecture Notes & Assignments
- Discussion Notes
- CSCI-UA.0202: Operating Systems (Undergrad) Operating Systems NYU

- NYU's operating system course. It's a fundamental course focusing basic ideas of operating systems, including memory management, process scheduling, file system, ect. It also includes some recommended reading materials. What's more, there are a series of hands-on lab materials, helping you easily understand OS.
- Assignments
- Lectures
- Old Exams
Courses / Machine Learning
- CS 287 Advanced Robotics UC Berkeley

- The course introduces the math and algorithms underneath state-of-the-art robotic systems. The majority of these techniques are heavily based on probabilistic reasoning and optimization---two areas with wide applicability in modern Artificial Intelligence. An intended side-effect of the course is to generally strengthen your expertise in these two areas.
- Lectures Notes
- Assignments
- Machine Learning: 2014-2015 University of Oxford

- The course focusses on neural networks and uses the Torch (⭐9.1k) deep learning library (implemented in Lua) for exercises and assignments. Topics include: logistic regression, back-propagation, convolutional neural networks, max-margin learning, siamese networks, recurrent neural networks, LSTMs, hand-writing with recurrent neural networks, variational autoencoders and image generation and reinforcement learning
- Lectures and Assignments
- Source code
- 10-708 Probabilistic Graphical Models Carnegie Mellon University

- Many of the problems in artificial intelligence, statistics, computer systems, computer vision, natural language processing, and computational biology, among many other fields, can be viewed as the search for a coherent global conclusion from local information. The probabilistic graphical models framework provides a unified view for this wide range of problems, enabling efficient inference, decision-making and learning in problems with a very large number of attributes and huge datasets. This graduate-level course will provide you with a strong foundation for both applying graphical models to complex problems and for addressing core research topics in graphical models.
- Lecture Videos
- Assignments
- Lecture notes
- Readings
Courses / Artificial Intelligence
- CS 188 Introduction to Artificial Intelligence UC Berkeley

- This course will introduce the basic ideas and techniques underlying the design of intelligent computer systems. A specific emphasis will be on the statistical and decision-theoretic modeling paradigm. By the end of this course, you will have built autonomous agents that efficiently make decisions in fully informed, partially observable and adversarial settings. Your agents will draw inferences in uncertain environments and optimize actions for arbitrary reward structures. Your machine learning algorithms will classify handwritten digits and photographs. The techniques you learn in this course apply to a wide variety of artificial intelligence problems and will serve as the foundation for further study in any application area you choose to pursue.
- Lectures
- Projects
- Exams
- 6.868J The Society of Mind MIT

- This course is an introduction, by Prof. Marvin Minsky, to the theory that tries to explain how minds are made from collections of simpler processes. It treats such aspects of thinking as vision, language, learning, reasoning, memory, consciousness, ideals, emotions, and personality. It incorporates ideas from psychology, artificial intelligence, and computer science to resolve theoretical issues such as wholes vs. parts, structural vs. functional descriptions, declarative vs. procedural representations, symbolic vs. connectionist models, and logical vs. common-sense theories of learning.
- Lectures
- Assignments
- Readings
Courses / Computer Graphics
- CMU 462 Computer Graphics Carnegie Mellon University

- This course provides a comprehensive introduction to computer graphics. Focuses on fundamental concepts and techniques, and their cross-cutting relationship to multiple problem domains in graphics (rendering, animation, geometry, imaging). Topics include: sampling, aliasing, interpolation, rasterization, geometric transformations, parameterization, visibility, compositing, filtering, convolution, curves & surfaces, geometric data structures, subdivision, meshing, spatial hierarchies, ray tracing, radiometry, reflectance, light fields, geometric optics, Monte Carlo rendering, importance sampling, camera models, high-performance ray tracing, differential equations, time integration, numerical differentiation, physically-based animation, optimization, numerical linear algebra, inverse kinematics, Fourier methods, data fitting, example-based synthesis.
- Lectures and Readings
- Assignments and Quizes
Courses / Misc
- AM 207 Monte Carlo Methods and Stochastic Optimization Harvard University

- This course introduces important principles of Monte Carlo techniques and demonstrates the power of these techniques with simple (but very useful) applications. All of this in Python!
- Lecture Videos
- Assignments
- Lecture Notes
- CS 168 Computer Networks UC Berkeley

- This is an undergraduate level course covering the fundamental concepts of networking as embodied in the Internet. The course will cover a wide range of topics; see the lecture schedule for more details. While the class has a textbook, we will not follow its order of presentation but will instead use the text as a reference when covering each individual topic. The course will also have several projects that involve programming (in Python).
- You should know programming, data structures, and software engineering. In terms of mathematics, your algebra should be very solid, you need to know basic probability, and you should be comfortable with thinking abstractly. The TAs will spend very little time reviewing material that is not specific to networking. We assume that you either know the material covered in those courses, or are willing to learn the material as necessary. We won't cover any of this material in lecture.
- CS 193p Developing Applications for iOS Stanford University

- Updated for iOS 7. Tools and APIs required to build applications for the iPhone and iPad platform using the iOS SDK. User interface designs for mobile devices and unique user interactions using multi-touch technologies. Object-oriented design using model-view-controller paradigm, memory management, Objective-C programming language. Other topics include: object-oriented database API, animation, multi-threading and performance considerations.
- Prerequisites: C language and object-oriented programming experience
- Recommended: Programming Abstractions
- Updated courses for iOS8 - Swift
- Updated courses for iOS9 - Swift
29. Awesome Newsletters
Ruby / Svelte
- Women on Rails Newsletter. A bi-monthly newsletter about Ruby on Rails and the web. Available in English, French, Spanish and Italian.
30. Awesome Elixir
Artificial Intelligence
- Nx (⭐2.8k) - Multi-dimensional arrays (tensors) and numerical definitions for Elixir.
31. Awesome Ruby
Third-party APIs
- whatsapp-sdk (⭐183) - Ruby client for the Whatsapp API.
32. Awesome Bioinformatics
Workflow Managers
- redun (⭐551) - A python-based workflow manager.
33. Awesome Graphql
TypeScript Examples / React
- Mocked Managed Federation - Apollo Server 3 (⭐7) - An example of how to mock a managed federation Supgraph using Apollo Server 3.x
- Mocked Managed Federation - Apollo Server 4 (⭐1) - An example of how to mock a managed federation Supgraph using Apollo Server 4.x
Python Examples / React
- Python Backend Tutorial - A tutorial on creating a GraphQL server with Strawberry and a client with Qlient.
Java Examples / React
- Spring Boot backend tutorial - A tutorial creating a GraphQL server and client using Spring Boot and Netflix DGS.
Go Examples / React
- Go Backend Tutorial - A tutorial showing how to make a Go GraphQL server and client using code generation.
.NET Examples / React
- .NET backend tutorial - A tutorial creating a GraphQL server and client with .NET.
34. Awesome Micropython
Communications / Web
- thimble (⭐20) - A tiny web framework for MicroPython.
Code Generation / SRAM
- micropython-package-template (⭐9) - GitHub workflow supported MicroPython package template with deploys to the Python Package Index on a push to the main branch and test deploys to the Test Python Package Index on PRs.
35. Awesome Dart
Client Web App Frameworks
- AngularDart Community - Community-maintained AngularDart websites, packages, tools, and more!
Server Frameworks
- Dart Frog (⭐2k) - A fast, minimalistic backend framework for Dart.
Template
- mason (⭐1k) - Tools which allow developers to create and consume reusable templates called bricks.
Utilities
- Basics (⭐164) - A Dart library containing convenient extension methods on basic Dart objects.
IDEs, Editors, and Plugins
- Dart Barrel File Generator (⭐26) - VSCode extension that generates barrel files for Dart projects.
36. Awesome Selfhosted
Software / File Transfer - Single-click & Drag-n-drop Upload
- Uploady (⭐97) - Uploady is a simple file uploader script with multi file upload support.
MITPHP
Software / Personal Dashboards
- Homepage by tomershvueli (⭐316) - Simple, standalone, self-hosted PHP page that is your window to your server and the web.
MITPHP
37. Colorful
Color Palettes / Web App
- Branition Colors - Hand-curated collection of color pallets best fitted for branding.
38. Awesome Agi Cocosci
Science Logology / Literature Mining
- cite2vec: Citation-Driven Document Exploration via Word Embeddings - IEEE Transactions on Visualization and Computer Graphics, 2016. [All Versions].
- Galex: Exploring the evolution and intersection of disciplines - IEEE Transactions on Visualization and Computer Graphics, 2019. [All Versions].
39. Awesome Datascience
Free Courses
- Kaggle - Learn about Data Science, Machine Learning, Python etc
General Machine Learning Packages / Deep Learning architectures
Books / Visualization Tools
40. Awesome Generative Deep Art
Interesting Instagram Accounts, Posts and Reels / Deforum
41. Awesome Cpp
JSON
- Glaze (⭐1.9k) - Extremely fast, in memory, JSON and interface library for modern C++. [MIT]
42. Awesome Dotnet
Template Engine / GUI - other
- Fluid (⭐1.6k) - Fluid is an open-source .NET template engine based on the Liquid template language.
- SmartFormat (⭐1.2k) - A lightweight text templating library written in C# which can be a drop-in replacement for string.Format
- Handlebars.Net (⭐1.4k) - A real .NET Handlebars engine
43. Awesome Go
Authentication and OAuth
- authboss (⭐4k) - Modular authentication system for the web. It tries to remove as much boilerplate and "hard things" as possible so that each time you start a new web project in Go, you can plug it in, configure it, and start building your app without having to build an authentication system each time.
- casbin (⭐19k) - Authorization library that supports access control models like ACL, RBAC, and ABAC.
- cookiestxt (⭐19) - provides a parser of cookies.txt file format.
- go-guardian (⭐587) - Go-Guardian is a golang library that provides a simple, clean, and idiomatic way to create powerful modern API and web authentication that supports LDAP, Basic, Bearer token, and Certificate based authentication.
- jeff (⭐269) - Simple, flexible, secure, and idiomatic web session management with pluggable backends.
- jwt (⭐685) - Safe, simple, and fast JSON Web Tokens for Go.
- oauth2 (⭐5.6k) - Successor of goauth2. Generic OAuth 2.0 package that comes with JWT, Google APIs, Compute Engine, and App Engine support.
Bot Building
- go-sarah (⭐264) - Framework to build a bot for desired chat services including LINE, Slack, Gitter, and more.
- telebot (⭐4.4k) - Telegram bot framework is written in Go.
Build Automation
- realize (⭐4.5k) - Go build a system with file watchers and live to reload. Run, build and watch file changes with custom paths.
Advanced Console UIs
- aurora (⭐1.5k) - ANSI terminal colors that support fmt.Printf/Sprintf.
- simpletable (⭐542) - Simple tables in a terminal with Go.
- uilive (⭐1.7k) - Library for updating terminal output in real time.
Standard CLI
- acmd (⭐126) - Simple, useful, and opinionated CLI package in Go.
- command-chain (⭐67) - A go library for configure and run command chains - such as pipelining in unix shells.
- go-getoptions (⭐61) - Go option parser inspired by the flexibility of Perl’s GetOpt::Long.
- sflags (⭐161) - Struct based flags generator for flag, urfave/cli, pflag, cobra, kingpin, and other libraries.
- wmenu (⭐224) - Easy to use menu structure for cli applications that prompt users to make choices.
44. Awesome Privacy
Book and web annotations/highlights management
- Hypothesis (⭐3k) - Annotate the web, with anyone, anywhere.
- Kobuddy (⭐162) - Get your Kobo e-reader device bookmarks and annotations in a .txt file.
Notes and Tasks
- SiYuan (⭐36k) - A local-first personal knowledge management system.
Desktop / Alternative clients/modifications of Discord:
- Brave - Brave offers a pretty good out-of-the-box set of privacy and tracker protections.
45. Awesome Flutter
UI
- Flyer Chat (⭐1.9k) - Community-driven chat UI implementation by the Flyer Chat team
Top / Game Engine resources
- Let's Draw (⭐323) - A simple drawing app made by JideGuru
46. Awesome Rails
Jobs / Other external resources
Open Source Rails Apps / Other external resources
- human-essentials (⭐531) - An inventory management system for essentials banks (using Rails 7.0). - 🌍
47. Awesome Openstreetmap
Changeset Tools / Web Services
- osmcha - Detector for suspicious changesets. (Source Code (⭐138) / Wiki)
Public APIs / Java
- OSMCha API - Powerful API that allows to query and retrieve changeset information. (Source Code (⭐39))
48. Awesome Music
Music Programming
- Unilang - Domain specific language used in Unison.
49. Awesome Machine Learning
Python / General-Purpose Machine Learning
- SKBEL (⭐24): A Python library for Bayesian Evidential Learning (BEL) in order to estimate the uncertainty of a prediction.
50. Awesome Neovim
File Explorer / Diagnostics
- kiran94/s3edit.nvim (⭐46) - Edit files from Amazon S3 directly from Neovim.
Terminal Integration / Diagnostics
- samjwill/nvim-unception (⭐228) - Automatic unnesting of Neovim sessions started from terminal buffers.
51. Awesome Jax
Models and Projects / NumPyro
- lqg (⭐27) - Official implementation of Bayesian inverse optimal control for linear-quadratic Gaussian problems from the paper Putting perception into action with inverse optimal control for continuous psychophysics
52. Awesome Eslint
Plugins / Misc
- Misc (⭐11) - Miscellaneous rules including rules for creating custom checks and wrapping (modifying) third-party rules.
Plugins / Practices and Specific ES Features
- eslint-plugin-hexagonal-architecture (⭐308) - A plugin that helps you to enforce hexagonal architecture best practices.
- no-argument-spread (⭐3) - Lints against expressions like
Math.max(...args)that can lead to a stack overflow for large arrays.
53. Awesome Elm
Podcasts / Miscellaneous videos
- Elm Town - A podcast about the people in the Elm community (Outdated).
Code generators / Individual Podcast episodes
- Elm Bridge (⭐104) - Generate Elm types from Haskell
- Elm CodeGen (⭐140) - Generate Elm code
- elm-gql (⭐69) - Generate GraphQl client code from GraphQL queries
- elm-graphql (⭐781) - Generate GraphQl client code from GraphQL schemas
- HTML to Elm - Convert HTML to Elm Html. Useful when porting an app to Elm.
- JSON Schema to Elm (⭐90) - Generates Elm types, JSON decoders, JSON encoders and fuzz tests from JSON schema specifications
- OpenApi Generator (⭐24k) - Generate OpenApi types for Elm.
- Quicktype (⭐13k) - Generate JSON decoders and encoders from JSON
- Travelm Agency (⭐47) - Generate typesafe Elm code from translation files
Frameworks / Outdated Boilerplates
- elm-spa - Framework for making single page apps in Elm.
- Elm Land - A framework for building Elm applications.
- Spades (⭐299) - Start an Elm SPA ready to the real world.
Compile and bundle / Outdated Boilerplates
- elm-compiler (⭐7.7k) - The official Elm compiler.
- elm-webpack-loader (⭐534) - Webpack loader Elm.
- Parcel - Bundle Elm using Parcel.
- vite-plugin-elm (⭐209) - Vite plugin for Elm.
Community and Support / Games
- Slack - Elm slack community.
54. Awesome Appimage
AppImage consumption tools / Package managers
- Bread (⭐38) - Download, update, remove, and run AppImages from GitHub on the command line, and integrate apps into the desktop.
55. Awesome Nix
Command-Line Tools / Discovery
- nix-du (⭐437) - Visualise which gc-roots to delete to free some space in your Nix store.
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