Awesome List Updates on Aug 12, 2022

14 awesome lists updated today.

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1. Awesome Sre

Reliability

• Using Fault Injection Testing to Improve DoorDash Reliability

2. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• cvideo (⭐1) - Quickly compress video with ffmpeg.

• download (⭐2) - Helper to download files with aria2c.

• require (⭐2) - Adds ability to require commandname and then (if brew is installed) automatically brew install commandname if it isn't already installed.

3. Awesome Kotlin

Libraries/Frameworks / Misc

• czyzby/kotlin-times (⭐43) - A simple utility library for readable loops.

4. Awesome Jupyter

Community Resources

• jupyter-map - Map of university institutions that use Jupyter.

• kandi Kits Topic - Discover popular Jupyter libraries, top authors, trending project kits, discussions, tutorials & learning resources.

5. Awesome Algorand

Nodes & Consensus Participation / Wallets

• SubQuery - Open, fast, flexible, and decentralised cross-chain data indexer for Algorand (getting started guide).

6. Free Programming Books (English, By Subjects)

Misc

• PDQ: Pretty Darn Quick: An Agile, All-Purpose Methodology - Jeff Franz-Lien (Leanpub account or valid email requested)

• Record-Playback Test Automation: Sahi & Selenium IDE: Critical Evaluation of Record-Playback Automation Tools - Shashikant Jagtap (Leanpub account or valid email requested)

Software Architecture

• Practicing Domain-Driven Design - Part 1 - Scott Millett (Leanpub account or valid email requested)

7. Awesome Integration

Resources / Protocols

• CoAP - A specialized application protocol designed for constrained devices in the Internet of Things (IoT) ecosystem. CoAP offers a lightweight, low-overhead communication mechanism to support resource-constrained devices.

8. Awesome Connectivity Info

Global Connectivity Indexes

• ITU Global Connectivity Report - (2022) - a detailed assessment of the current state of connectivity.

9. Awesome Terraform

Providers / Vendor supported providers

• terraform-provider-confluent (⭐23) - Provider for Confluent.

10. Awesome Rust

Development tools / Web Servers

• hot-lib-reloader (⭐585) - Hot reload Rust code

Libraries / Virtualization

• oxidecomputer/propolis (⭐173) - Userspace program for illumos bhyve kernel modules

11. Awesome Artificial Intelligence

Courses

• MIT Artificial Intelligence Videos - MIT AI Course

• Amazon Machine Learning Developer Guide - A book for ML developers which introduces the ML concepts & strategies with lots of practical usages.

Philosophy

• Minds, Brains, And Programs - The 1980 paper by philosopher John Searle that contains the famous 'Chinese Room' thought experiment. It is probably the most famous attack on the notion of a Strong AI possessing a 'mind' or a 'consciousness', and it is an interesting reading for those interested in the intersection of AI and philosophy of mind.

• Gödel, Escher, Bach: An Eternal Golden Braid - Written by Douglas Hofstadter and taglined "a metaphorical fugue on minds and machines in the spirit of Lewis Carroll", this incredible journey into the fundamental concepts of mathematics, symmetry and intelligence won a Pulitzer Prize for Non-Fiction in 1979. A major theme throughout is the emergence of meaning from seemingly 'meaningless' elements, like 1's and 0's, arranged in special patterns.

Learning

• Awesome Graph Classification (⭐4.7k) - Learning from graph structured data

Journals

• Annals of Mathematics and Artificial Intelligence

12. Awesome Audit Algorithms

Papers / 2018

• Distill-and-Compare: Auditing Black-Box Models Using Transparent Model Distillation - (AIES) Treats black box models as teachers, training transparent student models to mimic the risk scores assigned by black-box models.

13. Awesome Deno

Modules / Utils

• deno-validation (⭐2) - A general purpose validation library for Deno.

• PLS (⭐9) - Use 2 lines to persist localStorage in any database, including, but not limited to, MongoDB, PostgreSQL and Redis.

14. Awesome Agi Cocosci

SIT / Commonsense Knowledgebase

• Mark Ho - Department of Computer Science, Stevens Institute of Technology (SIT), Computation and Decision-Making Lab - SIT.

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