Awesome List Updates on Oct 31 - Nov 06, 2022
44 awesome lists updated this week.
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1. Urban and Regional Planning Resources
Platforms and Software Resources / Environmental and Climate Planning Tools and Platforms
- ENCORE - United Nations sponsored resource intended to explore dependencies on and impacts to our worlds stores of natural capital.
2. Awesome Github Wiki
Examples
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. Webcomponents the Right Way
Custom Elements
Shadow DOM
Accessibility
Best Practices
Codelabs
Examples
- Nude UI (⭐231) - Collection of accessible, customizable, ultra-light web components.
Styling
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.
- Joist (⭐132) - Set of small libraries designed to add the bare minimum to web components to make you productive.
- Lit - Simple library for building fast, lightweight web components.
Functional
- Solid Element (⭐34k) - Library that extends Solid adding Custom Web Components and extensions.
Integrations
- nuxt-custom-elements (⭐82) - Export your project components as custom elements for integration into external pages.
React
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.
Polyfills / Custom Elements polyfills
- @webcomponents/custom-elements (⭐1.2k) - Custom Elements polyfill by Polymer team.
- document-register-element (⭐1.1k) - Custom Elements polyfill by Andrea Giammarchi.
Polyfills / Customized Built-in Elements polyfills
- @corpuscule/custom-builtin-elements (⭐12) - Customized built-in elements polyfill by CorpusculeJS.
- @ungap/custom-elements-builtin (⭐103) - Customized built-in elements polyfill by ungap project.
Polyfills / Shadow DOM shims
- @webcomponents/shadydom (⭐1.2k) - ShadowDOM v1 shim.
- @webcomponents/shadycss (⭐1.2k) - ShadowDOM style encapsulation shim.
- @lwc/synthetic-shadow (⭐1.7k) - Shadow DOM polyfill by LWC.
Polyfills / HTML Templates polyfills
- @webcomponents/template (⭐1.2k) - Minimal polyfill for
<template>.
- @ungap/import-node (⭐7) - An
importNodepolyfill for IE11 by ungap project.
History / 2017
5. 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
- OpenMetricLearning (⭐966) - A PyTorch-based framework to train and validate the models producing high-quality embeddings.
- 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.
6. 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.
7. 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.
8. Awesome Vite
Framework-agnostic Plugins / Transformers
- vite-plugin-version-mark (⭐69) - Automatically use
package version/git commit/customto be inserted into your project as a unique identifier for the project version.
9. Awesome Jmeter
Results Processing / Reporting & Visualization
- AWS CloudWatch
- jmeter-cw-logs (⭐10) - CloudFormation template for publishing JMeter test results to AWS CloudWatch Logs.
10. Awesome Raspberry Pi
Swift programming / iOS
- Compile Swift for Raspberry Pi by Visual Studio Code - Quick tutorial to share the way to help setup compiling Raspberry Pi code with Visual Studio Code.
- Compile Swift for Raspberry Pi by Xcode - Quick tutorial to share the way to help setup compiling Raspberry Pi code with Xcode.
- Setup Swift environment on Raspbian - Quick guide to help setup Swift environment on Raspbian stretch (lite).
11. Awesome React Components
Tree
- react-arborist (⭐3.4k) - demo - A Full-Featured Tree View: headless, virtualized, multi-selectable, drag-n-drop, keyboard navigation, search
12. Awesome Circuitpython
Frameworks / Educational
- PewPew workshops - Materials, examples, libraries and hardware for running Python game programming and electronics workshops with a minimum of problems.
Events / Educational
- Weekly Adafruit Show-and-tell, Wednesday 7:30pm ET on YouTube LIVE - The weekly Adafruit Show-and-tell program often has CircuitPython-related projects on display.
Talks / Educational
- EuroPython 2022 talk video: Radomir Dopieralski - Game Development with CircuitPython - Radomir Dopieralski
13. Awesome Ai in Finance
Exchange API / Plugins
- PENDAX (⭐46) - Javascript SDK for Trading/Data API and Websockets for cryptocurrency exchanges like FTX, FTXUS, OKX, Bybit, & More
14. Awesome Vue
Components & Libraries / UI Components
- vue-awesome-sidebar (⭐54) - A modern and fast sidebar menu component for vue(3x) capable with vue-router.
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.
15. Awesome H2o
Software
- h2o3-pam (⭐1): Partition Around Mediods (PAM) clustering algorithm in H2O-3
- h2o3-gapstat (⭐1): Gap Statistic algorithm in H2O-3
16. Awesome Actions
Utility / Docker Container Actions
- Website to GIF (⭐146) - Turn any webpage into a GIF to display on your README, docs, etc.
17. Awesome Fastapi
Databases / ORMs
- Fastapi-SQLA (⭐294) - SQLAlchemy extension for FastAPI with support for pagination, asyncio, and pytest.
Developer Tools / Other Tools
- FastAPI MVC (⭐678) - Developer productivity tool for making high-quality FastAPI production-ready APIs.
Articles / Other Tools
- Why we switched from Flask to FastAPI for production machine learning - In-depth look at why you may want to move from Flask to FastAPI.
PaaS / Other Tools
Serverless / Other Tools
18. Awesome Cl
Other DB wrappers
- cl-ndbapi (⭐13) - bindings to the C++ NDB API of RonDB, "the world's fastest key value store", by Dydra. GPLv2.
Command-line options parsers / Third-party APIs
- 👍 Clingon (⭐139) - a rich command-line options parser system.
- it may have the richest feature set: subcommands, generation of bash completion, support for various kinds of options (integers, booleans, counter, enums…), extensible…
Git / Third-party APIs
- git-api (⭐19) - Common Lisp library to access a git repository. It doesn't need git or libgit installed. BSD.
19. Awesome Blazor
Templates
- BitPlatform Templates (⭐1.2k) -
- Solution templates using .Net MAUI and Blazor with out-of-the-box best practices enabling fast and high-quality cross-platform development for web, android, iOS, and Windows with native beautiful Blazor components. The projects created by these templates contain everything required for developing real-world applications, including (but not limited to) CI/CD pipelines, Infra as Code for Azure, localization, multi-mode development (Blazor Server/WASM/Hybrid), builtin bullet proof exception handling, etc. Read more.
Authentication
- Blorc.OpenIdConnect (⭐94) -
The right way to use OpenID Connect on Blazor.
CMS
- RapidCMS (⭐355) -
A code-first, extensible Blazor app that generates a CMS for your own database.
Games
- Trains.NET (⭐246) -
2D game built with .NET and C# on a Twitch stream. Trains is available to play online at wengier.com/Trains.NET.
Hybrid
- Blazor Wasm with ASP.NET Framework 4.x (⭐4) - With some tweaks and limitations you can run Blazor Wasm on Net Framework 4.x or in another environment. Explanation on Medium.
Others
- BlazorServerImageRecognitionApp (⭐11) -
Simple Blazor Server app which uses image recognition to identify and extract text printed in an image file uploaded by the user. Demo.
Videos / Others
- Localization in Blazor: Carl Franklin's Blazor Train Ep 90 -
November 3, 2022 - Carl shows how to easily support multiple languages in a Blazor WebAssembly application.
- MSAL Auth in Blazor Server -
September 22, 2022 - Carl shows how to use MSAL and Azure AD B2C to authenticate users and call a secure API.
Articles / Others
- Containerized Blazor: Microsoft Ponders New Client-Side Hosting - November 2, 2022 - Microsoft is exploring built-in container support for client-side Blazor WebAssembly apps. Article on Visual Studio Magazine.
- Resize images before uploading in Blazor Web Assembly - October 31, 2022 - Resize images before uploading in Blazor Web Assembly.
- Experimenting with .NET 7, WASM, and WASI on Docker - October 31, 2022 - On October 24th, Docker announced the support of WASM and WASI in a new technical preview release. This articles tries it out and sees how it works with .NET 7.
- How to run Blazor project everywhere using Razor Class Library ? - October 29, 2022 - One of the cool features of Blazor is code reusability. Using Razor Class Library, we can use our Razor component in all blazor type project like Blazor Server, WASM and MAUI Hybrid.
- Using WASM and WASI to run .NET 7 on a Raspberry PI Zero 2 W - October 29, 2022 - This post will show you how to run .NET 7 on a Raspberry PI Zero 2 W using WASM and WASI.
- Introducing the Docker+Wasm Technical Preview - October 24, 2022 - The Technical Preview of Docker+Wasm is now available! Wasm has been producing a lot of buzz recently, and this feature will make it easier for you to quickly build applications targeting Wasm runtimes.
Community / Others
- I Love DotNet (⭐136) -
- This is a .NET knowledge sharing platform with live demos crafted by developers for developers with love using .NET Blazor. ilovedotnet.org.
20. Static Analysis
Other / Other
- klint (⭐42) — A tool that listens to changes in Kubernetes resources and runs linting rules against them. Identify and debug erroneous objects and nudge objects in line with the policies as both change over time. Klint helps us encode checks and proactively alert teams when they need to take action.
- kube-linter (⭐3.2k) — KubeLinter is a static analysis tool that checks Kubernetes YAML files and Helm charts to ensure the applications represented in them adhere to best practices.
- kube-score — Static code analysis of your Kubernetes object definitions.
- KubeLinter (⭐3.2k) — KubeLinter is a static analysis tool that checks Kubernetes YAML files and Helm charts to ensure the applications represented in them adhere to best practices.
21. Awesome Fuzzing
Papers / The Network and Distributed System Security Symposium (NDSS)
22. Awesome Security
Web / Scanning / Pentesting
- recon (⭐33) - a fast Rust based CLI that uses SQL to query over files, code, or malware with content classification and processing for security experts
23. Awesome Tmux
Plugins
- tmux-fzf-session-switch (⭐73) Easy way to switch, when you have a ton of sessions.
24. Awesome Generative Deep Art
Inbox: Stable Diffusion / Multi-agents
- Img To Music a Hugging Face Space by fffiloni
- Atlas KREA Stable Diffusion: An explorable map of KREA AI's Stable Diffusion Search Engine
Inbox: Stable Diffusion / Stable Diffusion Deployed Web Tools
- DiffusionBee: stable diffusion GUI App
25. Awesome Tdengine
Connector
- taos-odbc (⭐12) - ODBC Driver for TDengine 3.0, very much early stage.
26. Awesome Zsh Plugins
Completions / superconsole - Windows-only
- fancy-completions (⭐16) - Provides various completions tools, libraries and integrations.
- yt-dlp (⭐7) - Tab completions for yt-dlp (⭐118k).
Themes / superconsole - Windows-only
- air (⭐0) - Minimalist theme with
gitstatus decorations.
- lgbtq (⭐3) - A collection of lgbtq themes for your terminal.
- xandermute (⭐0) - Minimalist theme with
gitand current directory decorations.
27. Awesome Cpp
Frameworks
- CGraph (⭐2k) - A cross-platform DAG framework based on C++ without any 3rd-party. [MIT]
28. Awesome Engineering Team Management
Cognitive Tools / Collections
- UX Core - 105 cognitive biases with simple descriptions, brief and detailed examples.
Product Management / Standups
- The Heilmeier Catechism - A simple set of question which helped DARPA evaluates research programs to generate big rewards by taking big risks.
Agile / Delivery
- Recurring opinions or productive improvements — what agile teams actually discuss in retrospectives - An 3-years analysis of a team's retrospectives, with dire conclusions: people keep forgetting what they already learned, keep discussing unsolveable problems out of their control, and keep debating opinions based on biased interpretations or incorrect understandings.
Communication / Style
- Please don't say just hello in chat - When properly used, interactive written medium allows for asynchronous communication.
29. Awesome Mac
Reading and Writing Tools / Journaling
- Journey - Journaling app with many features and with apps for every platform available.
Developer Tools / Developer Utilities
- BetterRename - The most powerful and complete Mac file renaming application on the market.
Design and Product / Design Tools
- Colorpicker - Colorpicker is a complete open-source colors manipulation tool with picking!
Design and Product / Screencapturing Software
- Gifox - Gif Recording and Sharing.
Design and Product / Other Tools
- Assetizr - Resizing images and optimising them for web and mobile applications.
Communication / Email Clients
- MailTags - Use tags to organize email and schedule.
Audio and Video Tools / File Sharing
- Aegisub (⭐3.2k) - Free, cross-platform open source tool for creating and modifying subtitles. Aegisub makes it quick and easy to time subtitles to audio, and features many powerful tools for styling them, including a built-in real-time video preview.
- Cog - Free, open-source audio player.
- LMMS - Formerly "Linux MultiMedia Studio", LMMS is a powerful Digital Audio Workstation designed like FL Studio (formerly Fruity Loops).
- LyricsX (⭐5k) - Lyrics for iTunes, Spotify and Vox.
- Metadatics - Advanced Audio Metadata Editor.
Proxy and VPN Tools / Audio Record and Process
- Surge - Web developer tool and proxy utility for iOS 9.
Utilities / Menu Bar Tools
- Vanilla - Hide menu bar icons on your Mac.
Utilities / File Organization Tools
- The Unarchiver - Unarchive many different kinds of archive files.
Utilities / Password Management
- Dashlane - Cloud-based password manager with award-winning design.
Utilities / Quality of Life Improvements
- Grayscale Mode (⭐99) - An open source macOS app that lets you quickly toggle grayscale filter right from your menu bar or using a keyboard shortcut (⌥⌘G).
Utilities / System Related Tools
- Core Tunnel - Application for managing SSH connections.
30. Awesome Deno
Modules / Web framework
- wren (⭐77) - A small, but powerful HTTP library with a functional spin for creating composable web apps, built for convenience and simplicity
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.
31. Awesome Vala
Apps / Games
- GameHub (⭐2.5k) - A unified library for all your games.
Apps / Productivity
- TextSnatcher (⭐1.3k) - Copy text from Images with ease.
32. Awesome Openstreetmap
Changeset Tools / Web Services
- OSM Inspector - The OSM Inspector (alias OSMI) is a web based debugging tool for advanced OpenStreetMap users offered by Geofabrik. On a map you can see several themed views, each with several layers, showing specific details of the OSM data, often with highlighted errors.
- Nominatim QA - The Nominatim Data Analyser is a QA tool used to scan the nominatim database and extract suspect data from it. These data are then presented to mappers through a visual interface so that they can correct them directly.
33. Awesome Fiber
⚙️ Middlewares / 🌱 Third Party
- vladfr/fiber-servertiming (⭐2) - A middleware to add Server-Timing headers based on the W3C Server-Timing Spec.
34. Awesome Neovim
Motion / Diagnostics
- Weissle/easy-action (⭐40) - Easily perform an action on where you can see.
35. Awesome Material Ui
Related Projects
- material-ui-theme-editor - A tool to generate themes for your Material UI applications that features live previewing.
- Material palette generator - The official Material Design palette generator can be used to generate a palette for any color you choose.
- Material UI Snippets - VSCode extension providing snippets.
- Material UI Codemorphs - VSCode extension providing codemods.
- Eslint: detect unused classes (⭐31) - ESLint plugin to detect unused styling classes with
@mui/styles.
Applications
- Bethesda.net - The official site for Bethesda, publisher of Fallout, DOOM, Dishonored, Skyrim, Wolfenstein, The Elder Scrolls, more.
Boilerplates
- Create-react-app-material-ui (⭐22) - Simple Create React App with Material-UI form submit example.
- React-materialui-boilerplate (⭐32) - A starter kit for react and Material-UI.
- Gatsby-starter-material-ui (⭐33) - A starter template for Gatsby using Material-UI.
- Saas (⭐4.3k) - Boilerplate for building your own SaaS product; built with TypeScript, React, Express, Material-UI.
- Create-react-app-material-typescript-redux (⭐287) - A ready to use boilerplate for starting big react projects.
36. Awesome Nix
Resources / Discovery
- Home Manager Option Search - Search through all 2000+ Home Manager options and read how to use them.
37. Awesome Music
Music Notation
- Unison - Proprietary software for creating music score with words.
38. Awesome Osint
Code Search
- SourceGraph - Search code from millions of open source repositories.
39. Awesome Agi Cocosci
Methodologies for Experiments / Association Test
- Implicit Association Test - Wikipedia. Wikipedia on the Implicit Association Test, a controversial assessment intended to detect subconscious associations between mental representations of objects (concepts) in memory.
Meta-Level Considerations / The Aha! Moment
- Insight - Wikipedia. Wikipedia on insight.
- Epiphany - Wikipedia. Wikipedia on epiphany, the "feeling" when the Aha! moment comes.
Science Logology / Scientific Writing
- The uses of argument - Cambridge University Press, 1958. [All Versions]. Stephen Toulmin's introduction to the Toulmin argument pattern, which is generally consist of a claim, a justification, and a rebuttal.
- A tagmemic approach to paragraph analysis - College Composition and Communication, 1965. [All Versions]. The original paper on analyzing the structure of expository paragraphs, with the two patterns---the Topic-Restriction-Illustration pattern and the Problem-Solution pattern.
- The uses and complexity of argument structures in expert and student persuasive writing - Written Communication, 1998. [All Versions]. A behaviorial study revealing the argument structures exploited by people in argumentative writing.
- Towards an argument interchange format - The Knowledge Engineering Review, 2006. [All Versions]. The original paper introducing the Argument Interchange Format (AIF) framework for argumentation analysis.
- Speech Acts of Argumentation: Inference Anchors and Peripheral Cues in Dialogue - AAAI'12, 2012. [All Versions]. The original paper introducing the Information Anchoring Theory (IAT) as an alternate for AIF.
Learning with Cognitive Plausibility / Commonsense Knowledgebase
- Accuracy and Precision - Wikipedia. Wikipedia on the distinctions and the trade-off between accuracy and precision.
- Cognitive Science: Definition, Status, and Questions - Annual Review of Psychology, 1989. [All Versions].
- Recognition-by-Components: A Theory of Human Image Understanding - Psychological Review, 1987. [All Versions]. The original paper on the recognition-by-components theory.
- Machine Behaviour - Nature, 2019. [All Versions].
- Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense - Engineering, 2020. [All Versions]. Yixin Zhu and Song-Chun Zhu's review on visual commonsense.
- CLEVRER: CoLlision Events for Video REpresentation and Reasoning - ICLR'20, 2020. [All Versions].
- The relationship between Precision-Recall and ROC curves - ICML'06, 2006. [All Versions].
- Learning and development in networks: The importance of starting small. - Cognition, 1993. [All Versions]. The original paper on the idea of curriculum learning.
- Language acquisition in the absence of explicit negative evidence: how important is starting small? - Cognition, 1999. [All Versions].
- Curriculum Learning - ICML'09, 2009. [All Versions]. The original paper applying the idea of curriculum learning to machine learning.
- Parsing video events with goal inference and intent prediction - ICCV'11, 2011. [All Versions].
- Inferring "Dark Matter" and "Dark Energy" from Videos - ICCV'13, 2013. [All Versions]. The original paper on latent state discovery from videos.
- Explainable and Explicit Visual Reasoning over Scene Graphs - CVPR'19, 2019. [All Versions].
- Motion Reasoning for Goal-Based Imitation Learning - ICRA'20, 2020. [All Versions].
- Action Genome: Actions as Compositions of Spatio-temporal Scene Graphs - CVPR'20, 2020. [All Versions].
- Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction Networks - CVPR'20, 2020. [All Versions].
- Putting visual object recognition in context - CVPR'20, 2020. [All Versions].
- Describing Objects by their Attributes - CVPR'09, 2009. [All Versions].
- Graininess of judgment under uncertainty: An accuracy-informativeness trade-off - Journal of Experimental Psychology, 1995. [All Versions].
- Federated Learning via Posterior Averaging: A New Perspective and Practical Algorithms - ICLR'20, 2020. [All Versions].
- Interplay between rule learning and rule switching in a perceptual categorization task - 2022. [All Versions].
40. Awesome Go
Standard CLI
- version (⭐109) - Collects and displays CLI version information in multiple formats along with upgrade notice.
Databases Implemented in Go
- objectbox-go (⭐1.2k) - High-performance embedded Object Database (NoSQL) with Go API.
- Mailpit (⭐7.3k) - Email and SMTP testing tool for developers.
Logging
- pp (⭐2k) - Colored pretty printer for Go language.
Strings
- caps (⭐58) - A case conversion library.
Third-party APIs
- GoFreeDB (⭐87) - Golang library providing common and simple database abstractions on top of Google Sheets.
- swag (⭐48) - No comments, simple go wrapper to create swagger 2.0 compatible APIs. Support most routing frameworks, such as built-in, gin, chi, mux, echo, httprouter, fasthttp and more.
Validation
- valix (⭐31) Go package for validating requests
Video
- go-m3u8 (⭐34) - Parser and generator library for Apple m3u8 playlists. Actively maintained version of quangngotan95/go-m3u8 with improvements and latest HLS playlist parsing compatibility.
Web Frameworks
- Atreugo (⭐1.3k) - High performance and extensible micro web framework with zero memory allocations in hot paths.
- Hertz (⭐6.4k) - A high-performance and strong-extensibility Go HTTP framework that helps developers build microservices.
E-books for purchase / Libraries for creating HTTP middlewares
- Black Hat Go - Go programming for hackers and pentesters.
- Creative DIY Microcontroller Project With TinyGo and WebAssembly - An introduction into the TinyGo compiler with projects involving Arduino and WebAssembly.
Free e-books / Libraries for creating HTTP middlewares
- Go AST Book (Chinese) (⭐5.5k) - A book focusing on Go
go/*packages.
Tutorials / Libraries for creating HTTP middlewares
- Microservices with Go - Dive deep into building microservices using Go, including gRPC.
41. Awesome Datascience
Comparison / Supervised Learning
Comparison / Unsupervised Learning
42. Awesome V
Editors
- vPDF (⭐85) - A module to simplify PDF file creation using the V programming language.
Web
- Gitly (⭐1.4k) - A light and fast SCM alternative to GitHub/GitLab written in V.
43. Awesome Docker
Monitoring
- Autoheal (⭐1.6k) - Monitor and restart unhealthy docker containers automatically.
- cAdvisor (⭐18k) - Analyzes resource usage and performance characteristics of running containers. Created by @Google
- Docker-Alertd (⭐106) - Monitor and send alerts based on docker container resource usage/statistics
- Docker-Flow-Monitor (⭐88) - Reconfigures Prometheus when a new service is updated or deployed automatically by @docker-flow
- Dockerana (⭐206) 💀 - packaged version of Graphite and Grafana, specifically targeted at metrics from Docker.
- DockProc - I/O monitoring for containers on processlevel.
- dockprom (⭐6.2k) - Docker hosts and containers monitoring with Prometheus, Grafana, cAdvisor, NodeExporter and AlertManager by @stefanprodan
- Doku (⭐358) - Doku is a simple web-based application that allows you to monitor Docker disk usage. @amerkurev
- Dozzle (⭐9k) - Monitor container logs in real-time with a browser or mobile device. @amir20
- Dynatrace 💲 - Monitor containerized applications without installing agents or modifying your Run commands
- Glances (⭐29k) - A cross-platform curses-based system monitoring tool written in Python by @nicolargo
- Grafana Docker Dashboard Template - A template for your Docker, Grafana and Prometheus stack @vegasbrianc
- InfluxDB, cAdvisor, Grafana (⭐473) - InfluxDB Time series DB in combination with Grafana and cAdvisor by @vegasbrianc
- Logspout (⭐4.7k) - Log routing for Docker container logs by @gliderlabs
- monit-docker (⭐34) - Monitor docker containers resources usage or status and execute docker commands or inside containers. [@decryptus][decryptus]
- NexClipper (⭐565) - NexClipper is the container monitoring and performance management solution specialized in Docker, Apache Mesos, Marathon, DC/OS, Mesosphere, Kubernetes by @Nexclipper
- Out-of-the-box Host/Container Monitoring/Logging/Alerting Stack (⭐536) - Docker host and container monitoring, logging and alerting out of the box using cAdvisor, Prometheus, Grafana for monitoring, Elasticsearch, Kibana and Logstash for logging and elastalert and Alertmanager for alerting. Set up in 5 Minutes. Secure mode for production use with built-in Automated Nginx Reverse Proxy (jwilder's) (⭐19k).
- Sidekick (⭐1.6k) 💲 - Open source live application debugger like Chrome DevTools for your backend. Collect traces and generate logs on-demand without stopping & redeploying your applications.
- SuperVisor CPM Frontend Service (⭐16) and Driver Service (⭐6) 🚧 - A simple and accessible FOSS container performance monitoring service written in Python by @t0xic0der
- SwarmAlert (⭐22) - Monitors a Docker Swarm and sends Pushover alerts when it finds a container with no healthy service task running.
- Zabbix Docker module (⭐1.2k) - Zabbix module that provides discovery of running containers, CPU/memory/blk IO/net container metrics. Systemd Docker and LXC execution driver is also supported. It's a dynamically linked shared object library, so its performance is (~10x) better, than any script solution.
- Zabbix Docker (⭐53) - Monitor containers automatically using zabbix LLD feature.
Terminal / CLI tools
- dockersql (⭐122) - 💀 A command line interface to query Docker using SQL by @crosbymichael
- reg (⭐1.7k) - 💀 Docker registry v2 command line client by @genuinetools
- wharfee (⭐658) - 💀 Autocompletion and syntax highlighting for Docker commands. by @j-bennet
Registry / Other
- Azure Container Registry 💲 - Manage a Docker private registry as a first-class Azure resource
Development Environment / Other
- DockerDL (⭐81) - Deep Learning Docker Images. Don't waste time setting up a deep learning env when you can get a deep learning environment with everything pre-installed.
Wrappers / Other
- Vagrant - Docker provider - Good starting point is vagrant-docker-example (⭐114) by @bubenkoff
CaaS / Other
- Azure AKS 💲 - Simplify Kubernetes management, deployment, and operations. Use a fully managed Kubernetes container orchestration service.
44. Awesome Asyncio
Database Drivers
- redis-py (⭐13k) - Redis Python Client (which includes aioreadis (⭐2.3k) now).
- Beanie - An async MongoDB ODM built on motor (⭐2.5k) and Pydantic.
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