Awesome List Updates on Dec 05 - Dec 11, 2022

36 awesome lists updated this week.

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1. Awesome Vite

Vue / Ecosystem

• unplugin-vue-i18n (⭐260) - Integration for Vue I18n.

2. Awesome Yew

Crates / Frameworks

• stackable (⭐22) - A framework experience for Yew.

3. Awesome Agi Cocosci

Bayesian Modeling / Bayesian Induction

• Testing a Bayesian Measure of Representativeness Using a Large Image Database - NeurIPS'11, 2011. [All Versions].

Bayesian Modeling / Generative Model

• Learning Latent Space Energy-Based Prior Model - NeurIPS'20, 2020. [All Versions]. [Project]. [Code (⭐36)]. A milestone paper on Latent Energy-Based Model.

Bayesian Modeling / Nonparametric Model

• Hierarchical topic models and the nested Chinese restaurant process - NeurIPS'03, 2003. [All Versions]. The original paper for nested Chinese restaurant process.

Communications / Language Compositionality

• Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols - NeurIPS'18, 2018. [All Versions].

Problem Solving / Human-Level Problem Solving

• Physion: Evaluating Physical Prediction from Vision in Humans and Machines - NeurIPS'21, 2021. [All Versions].

Problem Solving / Intrinsic Motivation

• Intrinsically Motivated Reinforcement Learning - NeurIPS'04, 2004. [All Versions]. A comprehensive review on intrinsic reward functions in classic reinforcement learning.

• Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning - NeurIPS'15, 2015. [All Versions]. The original paper on empowerment as intrinsic motivation.

Problem Solving / Reinforcement Learning

• A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation - NeurIPS'19, 2019. [All Versions].

• Why Generalization in RL is Difficult: Epistemic POMDPs and Implicit Partial Observability - NeurIPS'21, 2021. [All Versions]. A formal treatment on the generalization problem in reinforcement learning.

• On the Expressivity of Markov Reward - NeurIPS'21, 2021. [All Versions]. A formal treatment of tasks and rewards in reinforcement learning modeling.

System 1 & System 2 / Neural-Symbolic AI

• DeepProbLog: Neural Probabilistic Logic Programming - NeurIPS'18, 2018. [All Versions]. The original paper on neuro-symbolic probabilistic programming.

• Bridging Machine Learning and Logical Reasoning by Abductive Learning. - NeurIPS'19, 2019. [All Versions]. [Slides]. [Code (⭐99)]. The original paper on Abductive Learning, a derivative-free approach for neuro-symbolic learning.

• Learning by Abstraction: The Neural State Machine - NeurIPS'19, 2019. [All Versions].

• Classification-by-Components: Probabilistic Modeling of Reasoning over a Set of Components - NeurIPS'19, 2019. [All Versions].

• Understanding Deep Architectures with Reasoning Layer - NeurIPS'20, 2020. [All Versions].

• Compositional Generalization via Neural-Symbolic Stack Machines - NeurIPS'20, 2020. [All Versions].

• Learning Compositional Rules via Neural Program Synthesis - NeurIPS'20, 2020. [All Versions].

• Discovering Symbolic Models from Deep Learning with Inductive Biases - NeurIPS'20, 2020. [All Versions].

• Visual Concept-Metaconcept Learning - NeurIPS'19, 2019. [All Versions].

Explainability / Explainable Deep Learning

• Compositional Explanations of Neurons - NeurIPS'20, 2020. [All Versions]. [Project (⭐25)]. A concept-composition version of network dissection.

• This Looks Like That: Deep Learning for Interpretable Image Recognition - NeurIPS'19, 2019. [All Versions].

• Towards Understanding Learning Representations: To What Extent Do Different Neural Networks Learn the Same Representation - NeurIPS'18, 2018. [All Versions]. Maching the learned pattern of neurons in different neural networks.

Meta-Level Considerations / Meta Learning

• Bayesian Model-Agnostic Meta-Learning - NeurIPS'18, 2018. [All Versions]. A Bayesian account on MAML.

• On Effective Scheduling of Model-based Reinforcement Learning - NeurIPS'21, 2021. [All Versions].

Theory of Mind / AI Assisted Research

• Baby Intuitions Benchmark (BIB): Discerning the goals, preferences, and actions of others - NeurIPS'21, 2021. [All Versions].

Analogy / AI Assisted Research

• VISALOGY: Answering Visual Analogy Questions - NeurIPS'15, 2015. [All Versions].

Commonsense / Intuitive Physics

• PHYRE: A New Benchmark for Physical Reasoning - NeurIPS'19, 2019. [All Versions]. A benchmark for AI physical reasoning.

Knowledge Representation / Commonsense Knowledgebase

• Unsupervised Structure Learning of Stochastic And-Or Grammars - NeurIPS'13, 2013. [All Versions].

Learning in the Open World / Commonsense Knowledgebase

• Energy-Based Models for Continual Learning - NeurIPS'20, 2020. [All Versions]. [Project].

• A causal view of compositional zero-shot recognition - NeurIPS'20, 2020. [All Versions].

Learning with Cognitive Plausibility / Commonsense Knowledgebase

• Self-supervised Learning Through the eyes of a Child - NeurIPS'20, 2020. [All Versions]. Concept learning through near-natural co-occurrence frequency estimation.

• BONGARD-LOGO: A New Benchmark for Human-Level Concept Learning and Reasoning - NeurIPS'20, 2020. [All Versions].

• Attention over Learned Object Embeddings Enables Complex Visual Reasoning - NeurIPS'21, 2021. [All Versions].

• Distributed Representations of Words and Phrases and their Compositionality - NeurIPS'13, 2013. [All Versions].

• Refactoring Policy for Compositional Generalizability using Self-Supervised Object Proposals - NeurIPS'20, 2020. [All Versions].

4. Awesome Social Enterprise

Courses 🎓 / Articles

• Becoming a Social Entrepreneur: Getting Started - By University Of Michigan.

5. Awesome Silverstripe Cms

Official Websites

• www.s2-hub.com - S2Hub - European Silverstripe Association.

6. Awesome Osint

Username Check / GitHub

• NameKetchup - checks domain name and username in popular social media sites and platforms.

7. Awesome Ros2

Packages / Ecosystem

• urdfdom (⭐108) - URDF (U-Robot Description Format) library which provides core data structures and a simple XML parser

• urdfdom_headers (⭐31) - Headers for URDF parsers.

Packages / Driver layer

• duro_gps_driver (⭐16) - ROS/ROS2 driver for SwiftNav Duro Inertial GPS / GNSS receivers

8. Awesome Cpp

Audio

• AudioFile (⭐1.1k) - A simple C++ library for reading and writing audio files. [MIT]

9. Awesome Gpt3

Demos / Game generation

• GPT-3 generating snake game

10. Awesome Vue

Components & Libraries / Scaffold

• Vutron (⭐303) - Quick start templates for Vite + Electron + Vue 3 + Vuetify + TypeScript.

11. Awesome Ruby

Game Development and Graphics

• Taylor (⭐109) - Taylor is a game engine built using mruby and raylib.

12. Awesome Parasite

Taxonomy

• Mammal Diversity Database - Mammal taxonomic authority maintained by American Society of Mammalogists. Versions are updated and recorded on Zenodo. Full desrciption by Burgin et al. (2018).

13. Awesome List

Front-End Development

• Master CSS (⭐29) - A virtual CSS language with enhanced syntax.

14. Awesome Falsehood

Software Engineering

• Falsehoods about Undefined Behavior - Invoking undefined behavior can cause anything to happen, for a much broader definition of "anything" than one might think.

15. Awesome Tdengine

GUI

• TDengineGUI (⭐219) - A simple TDengine Desktop Manager(Original).

• TDengineGUI for 2.x & 3.x (⭐89) - A simple TDengine Desktop Manager, adapted to TDengine 3.x.

16. GoBooks

Wasm Cooking with Golang / Why does this book look so different?

• Wasm in the Cloud: Do you know Atmo?

17. Awesome Dotnet

Mathematics / GUI - other

• Jodo.Numerics (⭐13) - Provides extra number types (such as fixed-point and non-overflowing numbers) with full support for operators, math, string-parsing etc. Extensively tested, and cross-platform compatible.

18. Awesome Embedded Rust

Board support crates / Texas Instruments

• tm4c129-launchpad - For the Texas Instruments TM4C129-XL Launchpad board

19. Awesome Substrate

Client Libraries

• Sub-Api (⭐4) - Friendly wrapper for Polkadot.js API maintained by KodaDot.

20. Awesome Inertiajs

Resources / Examples

• Ping CRM / Preact (⭐2) - Demonstration application made with Laravel Preact.

21. Awesome Emails

Templates / Misc

• Stripo - Rich set of responsive, interactive beautiful email templates with Stripo.

Tools / Misc

• Can I Email - Can I email… Support tables for HTML and CSS in emails.

• MJML Desktop App - MJML official desktop app.

• MailSpice analytics - Email analytics add-on for all email services that provides deep insights into all of your email campaigns (works with all ESPs).

Self-Hosted Services / Misc

• Mailcow - The mailserver suite with the 'moo'. An easy to use dockerized selfhosted email solution.

22. Static Analysis

Programming Languages / Other

• GCC — The GCC compiler has static analysis capabilities since version 10. This option is only available if GCC was configured with analyzer support enabled. It can also output its diagnostics to a JSON file in the SARIF format (from v13).

• dbcritic (⭐173) — dbcritic finds problems in a database schema, such as a missing primary key constraint in a table.

• kmdr (⭐17) — CLI tool for learning commands from your terminal. kmdr delivers a break down of commands with every attribute explained.

Other / Other

• solhint — Solhint is an open source project created by https://protofire.io. Its goal is to provide a linting utility for Solidity code.

23. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• jdk-switch (⭐12) - Switches between jdk versions. Works on macOS and Linux.

• vtex (⭐0) - Adds helper aliases for vtex cli commands.

Completions / superconsole - Windows-only

• autorestic (⭐3) - automatically installs Restic (⭐1.6k)'s completions for you, and keeps them up to date as your autorestic version changes.

Themes / superconsole - Windows-only

• alesrosina (⭐0) - Includes decorators for git information, current directory and the last command's return status.

• gus (⭐0) - Hackable transient theme. Includes decorators for conda, git information and current directory.

• pog7x (⭐1) - Works with unicode. Includes decorators for git information, current directory, last command exit status & execution time, time, virtualenv, nvm, rvm, rust, go, kubernetes context, and elixir.

• random-emoji-robbyrussell (⭐2) - Based on random-emoji and robbyrussell themes.

• rwahasugui (⭐0) - Includes decorators for git information, current time, current working directory and active python virtualenv.

24. Awesome Chatgpt

Using ChatGPT in other apps

• A Chrome extension that presents ChatGPT results next to Google Search

• OpenAI ChatGPT desktop app for Mac, Windows, & Linux menubar using Tauri & Rust (⭐2k)

• ChatGPT for Mac: access from menu bar (⭐6.4k)

• ChatGPT Chrome extension

• ChatGPT WhatsApp bot

• ChatGPT Telegram bot

Assistants

• An app builder such as an essay automated summarizer

• Personal trainer and nutritionist

• Generating legal contracts

• Solving complex academic assignments

• Generating editorial pieces like sports articles

• Generating SEO titles to optimize sites Click Through Rate

• emailGPT - a quick and easy interface to generate emails with ChatGPT

Coding

• Building e-commerce websites: stitching ChatGPT & Node script to automatically generate SEO-driven blog posts using GPT 3

• Streamlining cloud APIs to perform complex tasks

• Solving complex coding questions

• Answering unanswered Stack Overflow questions

• Explaining complex regex without any context

• A tutorial on how to use ChatGPT to create a wrapper R package

• Generate an entire WordPress plugin based on a simple description

ChatGPT explainers

• The Brilliance and Weirdness of ChatGPT

Conversational

• An artist trains a chatbot using past notes and diaries to talk to her inner child

• ChatGPT-conversation: talk to ChatGPT using your voice (⭐665)

Thought-provoking

• Bypassing OpenAI's restrictions by disclosing ChatGPT's belief system

• Uncovering ChatGPT's opinion of humans including a detailed destruction plan

• Generating hallucinated chat with a hallucinated person in a hallucinated chat room

25. Awesome Neovim

Tree-sitter Supported Colorscheme / Diagnostics

• gbprod/nord.nvim (⭐245) - An arctic, north-bluish clean and elegant Neovim theme, based on Nord Palette.

Code Runner / Diagnostics

• Civitasv/cmake-tools.nvim (⭐469) - CMake integration.

26. Awesome Chatgpt

Official Resource

• ChatGPT website

• ChatGPT launch blog post

Use ChatGPT Anywhere / Browser Extensions

• ChatGPT for Google: Chrome/Edge/Firefox Browser extension. Display ChatGPT response alongside Google Search results. (Firefox Add-on, source code (⭐13k))

• ChatGPT Extension: Chrome Extension that lets you quickly access OpenAI's ChatGPT on the web. (source code (⭐452))

• ChatGPT Everywhere (⭐3k): Chrome extension that adds ChatGPT to every text box on the internet. (demo)

Use ChatGPT Anywhere / Desktop Applications

• ChatGPT Desktop App (⭐2k): Windows/MacOS desktop menubar app using tauri & rust.

• chatgpt-mac (⭐6.4k): MacOS menubar app.

Use ChatGPT Anywhere / Editors

• ChatGPT for VSCode (⭐5k): VSCode extension. (demo)

• chatgpt.vim (⭐279): Neovim plugin that lets you query ChatGPT inside a Neovim buffer.

• docGPT (⭐673): ChatGPT directly within Google Docs as an Editor Add-on.

Use ChatGPT Anywhere / Launcher Extensions

• ChatGPT Raycast extension (⭐601): Run ChatGPT through Raycast extension.

Use ChatGPT Anywhere / Chatbots

• Twitter/@ChatGPTBot: Twitter bot. (source code (⭐759))

• ChatGPT ProBot (⭐384): GitHub APP. Type /chatgpt to chat with ChatGPTBot.

• chatgpt-telegram (⭐3.9k): Run your own GPTChat Telegram bot, with a single command.

• ChatGPT Telegram Bot in AWS Lambda (⭐321): ChatGPT Telegram Bot running in AWS Lambda. Supports voice messages & markdown rendering.

• chatbot-telegram (⭐43): ChatGPT Telegram Bot powered by Deno and TypeScript.

• chatGPT-discord-bot (⭐2.7k): Integrate your own Discord bot using chatGPT.

• wechat-chatgpt (⭐13k): Use ChatGPT On Wechat via wechaty.

• ChatGPT LINE Bot (⭐109) (Chinese content): Build your own ChatGPT LINE bot.

• gpt-ai-assistant (⭐7.7k) (Chinese content): Run your own GPT LINE bot on Vercel in 10 minutes.

Use ChatGPT Anywhere / Reverse Proxy

• gpt.chatapi.art: ChatGPT reverse proxy site, intended for people with restricted access to areas by OpenAI.

Extend ChatGPT Feature / Reverse Proxy

• ShareGPT: Share your wildest ChatGPT conversations with one click. (demo)

• ChatGPT export to PNG/PDF/HTML (⭐1.5k): Chrome extension for downloading your ChatGPT history to PNG, PDF or a sharable link.

• ChatGPT Advanced (⭐6.5k): Chrome extension that augments your ChatGPT prompts with web results.

• TampermonkeyUserscripts/ChatGPTVoiceInput (⭐228) (Chinese content): Tampermonkey script. ChatGPT voice input interface (supports English/Chinese/Japanese/Korean).

Applications / Reverse Proxy

• summarize.site: Chrome extension to summarize web page content.

• commitgpt (⭐1.6k): Automatically generate commit messages using ChatGPT.

• chatgpt-action (⭐562): Github Action to let ChatGPT review PRs for you.

Prompts / Reverse Proxy

• showGPT: Website with curated list of best prompts, and you can submit your own easily.

• Awesome ChatGPT Prompts (⭐130k): ChatGPT prompts that works well.

• awesome-chatgpt (⭐583): Posts & thoughts about prompting ChatGPT for different usages

Development Tools (API, SDK) / Reverse Proxy

• PyChatGPT (⭐4.2k) (Python): Lightweight, TLS-Based ChatGPT API on your CLI without requiring a browser or access token.

• pip/revChatGPT (⭐28k) (Python): Lightweight package for interacting with ChatGPT's API by OpenAI. Uses reverse engineered official API.

• npm/chatgpt (⭐18k) (Node.js): Node.js client for the unofficial ChatGPT API.

• ChatGPT API Dart (⭐56) (Dart): Dart client for the unofficial ChatGPT API.

• go-chatgpt (⭐64) (Golang): An unofficial ChatGPT client in Golang.

Experiments / Reverse Proxy

• gptlang (⭐345): Experiment to see if we can create a programming language in ChatGPT.

27. Awesome Generative Deep Art

Inbox: Stable Diffusion / Multi-agents

• InvokeAI: Stable Diffusion Toolkit and application that runs Windows, Mac and Linux machines, and on GPU cards with as little as 4 GB or RAM

28. Awesome Jupyter

Visualization

• hvplot - A familiar and high-level API for data exploration and visualization in Jupyter.

29. Awesome Tailwindcss

UI libraries, components & templates

• 📁 Admin One React (⭐537) - Free React.js Tailwind CSS admin template with Next.js & TypeScript.

30. Awesome Lowcode

Automation

• OneSimpleAPI - A toolbox with all the things you need to get your no-code project to success: PDF generation, Currency Exchange, QR codes, Screenshots, and more.

Marketing

• AppSumo - Discover, buy, & sell the products you need to grow your business.

• Bannerbear - Auto-generate social media visuals, ecommerce banners, dynamic email images and more with our API and integrations.

Visual programming

• AWS Application Composer - Visually design and build serverless applications quickly.

31. Awesome Decentralized

Applications

• FileLove (⭐63): Minimal p2p file transfer right in the browser, using WebTorrent.

32. Awesome Healthcare

Contents / EHR

• Medplum (⭐1.7k) - Developer platform that enables flexible and rapid development of healthcare apps.

Contents / Imaging

• Omero (⭐211) - open source client/server system written in Java for visualizing, managing, and annotating microscope images and metadata

• OpenSlide (⭐440) - is a C library for reading whole slide image files.

• Viv (⭐313) - multiscale visualization of high-resolution multiplexed bioimaging data on the web.

Contents / Libraries

• Rust FHIR (⭐16) - Rust SDK for HL7 FHIR

Contents / Data

• Cedar (⭐8) - Open source tool for testing the strength of Electronic Clinical Quality Measure.

33. Awesome Javascript

Storage / Runner

• proxy-web-storage (⭐384) - Keep the type of storage value unchanged and change array and object directly. Supports listening to the changes and setting expires.

34. Awesome Blazor

Others

• Command and Control, by David Fowler (⭐160) - This is a sample using Blazor server and SignalR to do command and control. Agents connect to the blazor server application which is hosting a SignalR Hub and we can issue various commands against the connected agents (this feature uses client results).

• BlazorCRUD (⭐402) - Sample line of business application that illustrates key features of Blazor. Demo.

Articles / Others

• Use Keycloak as Identity Provider from Blazor WebAssembly (WASM) applications - December 8, 2022 - Learn how to integrate with Keycloak from Blazor WASM. Create a public client and use built-in capabilities of Microsoft.AspNetCore.Components.WebAssembly.Authentication that integrates with OpenId Connect compliant providers. Source code (⭐590) Brings ChartJs (⭐66k).

• What’s new in the Microsoft Fluent UI library for Blazor version 2.0 - December 5, 2022 - What’s new in the Microsoft Fluent UI library for Blazor version 2.0.

• Clean Architecture Solution Template for Blazor WebAssembly - September 30, 2022 - This post shows how to install the new template, create and run a new app using the template, and then I’ll share some recommended resources.

• Implement OpenAPI Support for Blazor WebAssembly - September 2, 2022 - OpenAPI is a language-agnostic specification for documenting RESTful APIs. It allows both humans and computers to understand the capabilities of a service without accessing code, docs, or using other methods. Hosted Blazor WebAssembly apps include an ASP.NET Core backend for file and API access, and so implementing support for OpenAPI provides numerous benefits.

• Containerizing Blazor WASM, ASPNET Core WebApi, NGINX & Let's Encrypt - April 26, 2022 - Guide on containerizing a complex system composed from multiple Blazor WASM apps, ASPNET Core Web Api, NGINX & Let's Encrypt SSL certificates.

35. Awesome Ironsworn

Hacks and homebrew / Ironsworn

• Your Legends of Iron - Zelda-themed truths for Ironsworn

36. Awesome Minecraft

Server Plugins / Building

• Connect - Open shared Minecraft network for advertising public and local host servers.

Softwares / Servers

• Gate (⭐797) - A high performance & paralleled Minecraft proxy written in Go.

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