Awesome List Updates on Dec 13 - Dec 19, 2021

46 awesome lists updated this week.

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1. Awesome Ember

Packages / Articles

• A collection of notes that summarize EmberConf 2021

2. Awesome Agi Cocosci

Stanford / Commonsense Knowledgebase

• Michael Frank - Department of Psychology, Stanford, The Stanford Language and Cognition Lab - Stanford.

3. Awesome Osint

Social Media Tools / Instagram

• Sterra (⭐525) - Instagram OSINT tool to export and analyse followers | following with their details

4. Awesome Sysadmin

Software / Log Management

• Loki - Log aggregation system designed to store and query logs from all your applications and infrastructure. (Source Code (⭐23k)) AGPL-3.0 Go

5. Awesome Golem

Apps / Miscellaneous

• golem-bulk-image-handler (⭐0) - Takes an input image and processes it in many different ways using the Pillow library.

6. Awesome Coq

Projects / Libraries

• Interaction Trees (⭐198) - Library for representing recursive and impure programs.

Projects / Tools

• Sail (⭐581) - Tool for specifying instruction set architecture (ISA) semantics of processors and generating Coq definitions.

Projects / Type Theory and Mathematics

• Monae (⭐68) - Monadic effects and equational reasoning.

Resources / Course Material

• Floating-Point Numbers and Formal Proof (⭐7) - Introductory course on Coq real numbers and floating-point numbers from the Flocq library.

7. Awesome Cl

Web development utilities / User login and password management

• cl-cas (⭐1) - A library to help CAS authenticaton to Common Lisp web applications. Not in Quicklisp.
  • cas-middleware (⭐0) - CAS authenticaton middleware for Caveman.
  • cas-demo (⭐2) - a demo project.

8. Dive Into Machine Learning

Supplement: Troubleshooting / Risks - some starting points

• Overfitting vs. Underfitting: A Conceptual Explanation

9. Awesome Machine Learning

C++ / General-Purpose Machine Learning

• PyCaret (⭐8.7k) - An open-source, low-code machine learning library in Python that automates machine learning workflows.

Clojure / General-Purpose Machine Learning

• clj-ml (⭐137) - A machine learning library for Clojure built on top of Weka and friends.

• Touchstone (⭐138) - Clojure A/B testing library.

Clojure / Deep Learning

• Flare (⭐285) - Dynamic Tensor Graph library in Clojure (think PyTorch, DynNet, etc.)

Clojure / Data Analysis

• tech.ml.dataset (⭐656) - Clojure dataframe library and pipeline for data processing and machine learning

Clojure / Data Visualization

• Pink Gorilla Notebook (⭐103) - A Clojure/Clojurescript notebook application/-library based on Gorilla-REPL

• notespace (⭐147) - Notebook experience in your Clojure namespace

• Delight (⭐340) - A listener that streams your spark events logs to delight, a free and improved spark UI

Clojure / Misc

• kixistats (⭐355) - A library of statistical distribution sampling and transducing functions

Python / Computer Vision

• detectron2 (⭐30k) - FAIR's next-generation research platform for object detection and segmentation. It is a ground-up rewrite of the previous version, Detectron, and is powered by the PyTorch deep learning framework.

Python / General-Purpose Machine Learning

• Shapley (⭐215) -> A data-driven framework to quantify the value of classifiers in a machine learning ensemble.

• breze (⭐96) - Theano based library for deep and recurrent neural networks.

• Opytimizer (⭐598) - Python-based meta-heuristic optimization techniques.

Python / Neural Networks

• TResNet: High Performance GPU-Dedicated Architecture (⭐465) - TResNet models were designed and optimized to give the best speed-accuracy tradeoff out there on GPUs.

• Jina AI An easier way to build neural search in the cloud. Compatible with Jupyter Notebooks.

Tools / Misc

• Flyte - Flyte makes it easy to create concurrent, scalable, and maintainable workflows for machine learning and data processing.

10. Awesome Electronics

Documentation / University Course Archives

• Inkscape Electric Symbols (⭐329) - Circuit Drawing Symbols for Inkscape

11. Awesome Job Boards

Programming / Rust

• Rust Jobs - The go-to hiring platform for Rust engineering talent

Remote / TypeScript

• Dynamite Jobs - Jobs from remote-first companies

Remote / Aggregator

• remote | OK

12. Awesome Quant

Reproducing Works, Training & Books / Data Visualization

• ML-Quant - Top Quant resources like ArXiv (sanity), SSRN, RePec, Journals, Podcasts, Videos, and Blogs.

• py4fi2nd (⭐1.4k) - Jupyter Notebooks and code for Python for Finance (2nd ed., O'Reilly) by Yves Hilpisch.

• aiif (⭐299) - Jupyter Notebooks and code for the book Artificial Intelligence in Finance (O'Reilly) by Yves Hilpisch.

• py4at (⭐660) - Jupyter Notebooks and code for the book Python for Algorithmic Trading (O'Reilly) by Yves Hilpisch.

• dawp (⭐573) - Jupyter Notebooks and code for Derivatives Analytics with Python (Wiley Finance) by Yves Hilpisch.

• dx (⭐701) - DX Analytics | Financial and Derivatives Analytics with Python.

13. Awesome Dotnet

Blazor

• MASA.Blazor (⭐1.1k) - A set of enterprise-class UI components based on Material Design and Blazor WebAssembly.

14. Awesome Python

Game Development

• Arcade - Arcade is a modern Python framework for crafting games with compelling graphics and sound.

15. Awesome Swift

Patterns

• ReduxUI (⭐42) - Redux framework for easy use with SwiftUI.

16. Awesome Developer First

Misc

• ngrok - Generate public URLs for internal servers (behind NAT/firewall).

Testing

• Loadmill - Generate tests from user behavior.

17. Awesome Deep Learning

Table of Contents / Books

• Evolutionary Deep Learning - by Micheal Lanham

Table of Contents / Videos and Lectures

• What is Neural Structured Learning by Andrew Ferlitsch

• Deep Learning Design Patterns by Andrew Ferlitsch

• Architecture of a Modern CNN: the design pattern approach by Andrew Ferlitsch

• Metaparameters in a CNN by Andrew Ferlitsch

• Multi-task CNN: a real-world example by Andrew Ferlitsch

• A friendly introduction to deep reinforcement learning by Luis Serrano

• What are GANs and how do they work? by Edward Raff

• Coding a basic WGAN in PyTorch by Edward Raff

• Training a Reinforcement Learning Agent by Miguel Morales

18. Awesome Aws

Open Source Repos / Elastic Compute Cloud

• cristim/autospotting 🔥🔥🔥🔥🔥 (⭐2.2k) - Automatically rolling-replace on-demand EC2 instances in AutoScaling groups with compatible spot instances.

Open Source Repos / DevOps

• NixOS/nixops 🔥🔥🔥🔥 (⭐1.3k) - Use NixOS to provision EC2 instances, S3 buckets, and other resources.

19. Awesome Django

Hosting / PaaS (Platforms-as-a-Service)

• Appliku

20. Awesome Embedded Rust

Driver crates / Other

• MAX116xx-10bit - SPI - Driver for the MAX11619-MAX11621, MAX11624 and MAX11625 10-bit ADCs - Intro blog post -

• port-expander - I2C - Driver for I2C port expanders (supports PCA95xx, PCF85xx) - Intro blog post -

21. Awesome Css Frameworks

General Purpose

• Pico.css - Elegant styles for all native HTML elements, dark mode automatically enabled.
  Demo, Docs, Repo (⭐13k) | #SCSS

• Vanilla Framework - Simple, extensible CSS framework. Written by the Canonical Web Team.
  Demo, Docs, Repo (⭐790) | #SCSS

• PatternFly - UI framework for enterprise web applications.
  Demo, Docs, Repo (⭐680) | #SCSS #LESS

Specialized

• Tufte CSS - Style your webpage like Edward Tufte’s handouts.
  Repo (⭐5.9k) | #CSS

Stalled Development

• Spectre.css - Lightweight, responsive and modern CSS framework.
  Docs, Repo (⭐11k) | #SCSS

• inuitcss - Extensible, scalable, Sass-based, OOCSS framework for large and long-lasting UI projects.
  Repo (⭐1.8k) | #SCSS

• turretcss - Responsive front-end framework for accessible and semantic websites.
  Demo, Docs, Repo (⭐802) | #CSS

22. Awesome Kotlin

Libraries/Frameworks / Testing

• xgouchet/Elmyr (⭐81) - A utility to make Kotlin/Java tests random yet reproducible

Libraries/Frameworks / Misc

• DragonKnightOfBreeze/breeze-framework (⭐11) - Integrated code framework base on Kotlin, provide many useful extensions for standard library and some frameworks.

23. Awesome Ios

ARKit

• ARHeadsetKit (⭐124) - High-level framework for using $5 Google Cardboard to replicate Microsoft Hololens.

Deployment / Distribution

• Runway - Easier mobile releases for teams. Integrates across tools (version control, project management, CI, app stores, crash reporting, etc.) to provide a single source of truth for mobile teams to come together around during release cycles. Equal parts automation and collaboration.

24. Awesome Scientific Computing

Meshing / Triangular and tetrahedral meshing

• Triangle - Two-dimensional quality mesh generator and Delaunay triangulator. (C, nonfree software)

• SeismicMesh (⭐113) - Parallel 2D/3D triangle/tetrahedral mesh generation with sliver removal. (Python and C++, GPL 3, GitHub)

Meshing / Quadrilateral and hexahedral meshing

• QuadriFlow - Scalable and robust quadrangulation from triangulation. (C++, BSD, GitHub (⭐593))

Meshing / Mesh tools

• meshio (⭐1.8k) - I/O for various mesh formats, file conversion. (Python, MIT, GitHub)

• MOAB - Representing and evaluating mesh data. (C++, mostly LGPL 3, Bitbucket)

• pmp-library - Polygon mesh processing library. (C++, MIT with Employer Disclaimer, GitHub (⭐1.2k))

• Mmg - Robust, open-source & multidisciplinary software for remeshing. (C, LGPL 3, GitHub (⭐332))

25. Awesome Typescript

Libraries / Chrome Extensions

• 🐙 iter-ops (⭐132) - Operations with iterable objects

26. Awesome Dash

Books

• Interactive Dashboards and Data Apps with Plotly and Dash: Harness the power of a fully fledged frontend web framework in Python – no JavaScript required.

27. Public Apis

Animals

• API: MeowFacts (⭐382)

  Description: Get random cat facts

  Auth: No

  HTTPS: Yes

  CORS: No

• API: Zoo Animals

  Description: Facts and pictures of zoo animals

  Auth: No

  HTTPS: Yes

  CORS: Yes

Anime

• API: Trace Moe

  Description: A useful tool to get the exact scene of an anime from a screenshot

  Auth: No

  HTTPS: Yes

  CORS: No

Authentication & Authorization

• API: Warrant

  Description: APIs for authorization and access control

  Auth: apiKey

  HTTPS: Yes

  CORS: Yes

Blockchain

• API: The Graph

  Description: Indexing protocol for querying networks like Ethereum with GraphQL

  Auth: apiKey

  HTTPS: Yes

  CORS: Unknown

  Call this API:

Cryptocurrency

• API: 1inch

  Description: API for querying decentralize exchange

  Auth: No

  HTTPS: Yes

  CORS: Unknown

Games & Comics

• API: Minecraft Server Status

  Description: API to get Information about a Minecraft Server

  Auth: No

  HTTPS: Yes

  CORS: No

Test Data

• API: ItsThisForThat

  Description: Generate Random startup ideas

  Auth: No

  HTTPS: Yes

  CORS: No

28. Alternative Internet

Developer tools and frameworks

• OrbitDB (⭐8.2k) is a serverless, distributed, peer-to-peer database. OrbitDB uses IPFS as its data storage and IPFS Pubsub to automatically sync databases with peers. It's an eventually consistent database that uses CRDTs for conflict-free database merges making OrbitDB an excellent choice for decentralized apps (dApps), blockchain applications and offline-first web applications.

• RenderJS is a JavaScript library which provides an easy way to define gadgets (aka mashups) in pure HTML5, without requiring any application server. It is suitable for the development of mobile applications, desktop applications.

Hosting and media

• LibreWeb is a decentralized and open-source web browser leveraging the IPFS network, using markdown as document source code.

Networking

• Project Meshnet aims to build a sustainable decentralized alternative internet. Used by Hyperboria and built on CJDNS.

Uncategorised

• cjdns (⭐5.2k) - Encrypted networking for regular people. cjdns implements an encrypted IPv6 network using public key cryptography for address allocation and a distributed hash table for routing. This provides near zero-configuration networking without many of the security and robustness issues that regular IPv4 and IPv6 networks have.

Dead

• Telehash a new encrypted P2P JSON-based protocol enabling developers to quickly build apps that are distributed and private (see the protocol (⭐483) spec)

29. Awesome Newsletters

General Web Development

• Labnotes. A weekly email about software development, tech, and anything else interesting.

JavaScript

• Deno Weekly. A weekly roundup of news, tutorials and projects from the land of Deno, the newest JavaScript runtime on the block.

30. Awesome Security

EBooks / Online resources

• Data Privacy - A book that teaches you to implement technical privacy solutions and tools at scale. (early access, published continuously, final release January 2022)

31. Awesome Javascript

Functional Programming / Runner

• fxts (⭐859) - Lazy evaluation and concurrency.

32. Awesome Ros2

Packages / Containerization

• ros2-docker - Connecting ROS 2 nodes running in Docker containers over the internet.

Packages / Networking

• Husarnet VPN (⭐241) - A P2P, secure network layer dedicated for ROS & ROS 2.

Companies / Robotics Capture the Flag (RCTF)

• Husarnet - Open Source, P2P, low-latency VPN dedicated for robots.

33. Awesome Terraform

Community

• Terraform Provider/Module Registry

Books

• Big Little Book On Terraform

• Deep-Dive Terraform on Azure

• HashiCorp Infrastructure Automation Certification Guide

Tools / Community providers

• driftctl (⭐2.4k) - Detect, track, and alert on infrastructure drift 💀

• terraform-credentials-vault (⭐5) - A Terraform "credentials helper" plugin that allows providing credentials for Terraform-native services (private module registries, Terraform Cloud, etc) via environment variables.

• terrastate (⭐76) - Visual Studio Code extension to monitor/deploy/destroy Terraform resources in your workspace

• tfvaultenv (⭐47) - tfvaultenv reads secrets from HashiCorp Vault and outputs environment variables for various Terraform providers with those secrets.

34. Awesome Web Archiving

Tools & Software / WARC I/O Libraries

• FastWARC (⭐42) - A high-performance WARC parsing library (Python).

35. Awesome Design Systems

Develop isolated components

• Backlight - Collaborative platform to build Design Systems on the code side. Empower your front-end with an all-in-one solution to manage components. Quick start, speed-up collaboration.

36. Free for Dev

Source Code Repos

• OSDN - OSDN.net is a free-of-charge service for open-source software developers, offering SVN/Git/Mercurial/Bazaar/CVS repositories.

37. Awesome Plotters

Software / G-code

• node-gcode (⭐32) - Node.js G-code interpreter and simulator.

• svg2gcode (⭐54) - Node.js command line utility for converting SVG to G-code.

• svg2gcode (⭐90) - Python utility for fast SVG to G-code conversion.

• jscut - A web-based utility for converting SVG to G-code.

• gcodeplot (⭐164) - Python utility to convert SVG and HPGL to G-code for a 3-axis CNC machine.

38. Discount for Student Dev

Visual Analytics

• AnyChart [FREE] - A flexible JavaScript library for creating interactive charts, maps, and dashboards for visual analytics. Provides students with a free license for use in their education or other non-commercial projects.

39. Awesome Vue

Components & Libraries / UI Components

• vue-datepicker-next (⭐148) - Vue 3.x component for datepicker / timepicker / datetimepicker / calendar

Components & Libraries / UI Utilities

• vue-use-paginator (⭐18) - Vue 3 use-hook to reactively paginate data and arrange paginator buttons. Completely renderless.

Components & Libraries / Utilities

• localize-vue-3x (⭐0) - Uni Localization Vue 3 integration example. Customizable Language Menu widget built with Web Components.

40. Awesome Graphql

Tools - Editors & IDEs & Explorers / React

• CraftQL (⭐108) - A CLI tool to visualize GraphQL schemas and to output a graph data structure as a graphviz .dot format.

41. Awesome Preact

Contents / Boilerplates

• Electron TypeScript Preact Boilerplate (⭐5) - Electron starter project with TypeScript and Preact support, powered by esbuild.

42. Tools

Code Playgrounds

• AnyChart Playground

43. Awesome Dataviz

JavaScript tools / Charting libraries

• G2 - an interactive and responsive charting library based on the grammar of graphics, maintained by Alibaba

• GraphicsJS - Lightweight JS graphics library with intuitive API, based on SVG/VML.

JavaScript tools / Charting libraries for graphs

• G6 (⭐9.3k) - Graph visualization library powered by Javascript & Typescript, maintained by Alibaba

JavaScript tools / Maps

• L7 (⭐2.9k) - Large-scale WebGL-powered Geospatial Data Visualization analysis framework, maintained by Alibaba

• L7 Plot (⭐41) - Geospatial Visualization Chart Library, maintained by Alibaba

• Dipper (⭐23) - Map application development framework powered by L7, maintained by Alibaba.

JavaScript tools / React

• BizCharts (⭐6k) - Data visualization library based on G2 (⭐11k) and React

• Graphin (⭐782) - Graph visualization library powered by React & Typescript (built on top of G6, maintained by Alibaba.

React Native / React

• F2 (⭐7.8k) - An elegant, interactive and flexible charting library for mobile, maintained by Alibaba

React Native / Misc

• Graphology (⭐755) - A robust & multipurpose Graph object for javascript & TypeScript; Serves as a base library to power other graph visualization libraries.

Other tools / Misc

• X6 - diagram creation library for rapid construction of DAG diagrams, ER diagrams, flowcharts and other applications, maintained by Alibaba

Books / Misc

• The Grammar of Graphics by Leland Wilkinson. Basic visualization theory.

Twitter accounts / Misc

• Andrei Kashcha

• Jan Žák

44. Awesome Sre

Books

• Four Steps to Creating Effective Game Day Tests

Reliability

• Resiliency Planning for High-Traffic Events

Post-Mortem

• Inhumanity of Root Cause Analysis

Service Level Agreement

• SLO tracker

• SLO Alerting for Mortals

• SRE methods and climate change

• What made SLOs so messy (and what we can do about it)

• SLICK: Adopting SLOs for improved reliability

45. Awesome Rust

Applications / Database

• Databend (⭐7.6k) - A Modern Real-Time Data Processing & Analytics DBMS with Cloud-Native Architecture

Development tools / Web Servers

• fw (⭐530) - workspace productivity booster

Libraries / Command-line

• Argument parsing
  • clap-rs (⭐14k) [clap] - A simple to use, full featured command-line argument parser
  • cliparser - Simple command line parser.
  • docopt/docopt.rs (⭐755) [docopt] - Implementation of DocOpt
  • google/argh (⭐1.6k) [argh] - An opinionated Derive-based argument parser optimized for code size
  • killercup/quicli (⭐541) [quicli] - quickly build cool CLI apps
  • ksk001100/seahorse (⭐281) [seahorse] - A minimal CLI framework
  • TeXitoi/structopt (⭐2.7k) [structopt] - parse command line argument by defining a struct

Libraries / Image processing

• image-rs/imageproc (⭐733) - An image processing library, based on the image library.

• rust-cv/cv (⭐808) - Implement computer vision algorithms, abstractions, and systems. #[no_std] is supported where possible.

46. Awesome Fastapi

Utils / Other Tools

• FastAPI Events (⭐410) - Asynchronous event dispatching/handling library for FastAPI and Starlette.

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