Awesome List Updates on Aug 15 - Aug 21, 2022

37 awesome lists updated this week.

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1. Awesome Appimage

AppImage discovery / App stores

• Manjaro Software Discover - Web-based app store that contains applications in multiple formats, including AppImage.

2. Open Source Flutter Apps

Contents / Tools

• NetworkArch (⭐33) - Network-oriented app that allows you to diagnose your wireless connections by ivirtex

3. Awesome Newsletters

General Section / Svelte

• Embedsys Weekly. A weekly selection of embedded software and hardware articles.

4. Awesome Research

Investigate Papers / HTML+CSS+JS

• Connected Papers: Visualise connected papers with support for node colours, size and distance from origin to distinguish whether a paper is useful and how related it is.

5. Awesome Graphql

Haskell / React

• morpheus-graphql (⭐415) - Haskell GraphQL Api, Client and Tools.

6. Awesome Fiber

⚙️ Middlewares / ‍💻 Contrib

• casbin (⭐262) - Casbin middleware for Fiber.

• fibernewrelic (⭐262) - NewRelic middleware for Fiber. The middleware handles NewRelic insturmentation.

• opafiber (⭐262) - Open Policy Agent middleware for Fiber. The middleware handles running Rego policies.

7. Awesome Javascript

Animations / Other

• AutoAnimate - Add motion to your apps with a single line of code.

8. Awesome Deno

Modules / Utils

• bettermap (⭐17) - A TypeScript extension of the JavaScript Map with Array-like features.

• durationjs (⭐20) - Get formatted time duration from a timestamp or a human-readable string.

• fortuna (⭐20) - Weighted gacha system.

9. Awesome Go

Relational Database Drivers

• KSQL (⭐337) - A Simple and Powerful Golang SQL Library

Financial

• bbgo (⭐1.4k) - A crypto trading bot framework written in Go. Including common crypto exchange API, standard indicators, back-testing and many built-in strategies.

10. Awesome

Plugins

• Craft 4 Plugins

• Craft 3 Plugins

11. Awesome Dotnet Core

Frameworks, Libraries and Tools / CMS

• Awesome-CMS-Core (⭐426) - Awesome CMS Core is an open source CMS built using ASP.Net Core & ReactJS with module separation concern in mind and provide lastest trend of technology

12. Awesome Zig

Games

• dantecatalfamo/OpenCSE (⭐1) - Free implementation of the Can't Stop Express dice game.

13. Awesome Datascience

Books / Book Deals (Affiliated)

• eBook sale - Save up to 45% on eBooks!

• Causal Machine Learning

• Managing ML Projects

• Causal Inference for Data Science

14. Awesome Terraform

Providers / Vendor supported providers

• terraform-provider-sigsci (⭐27) - Provider for Signal Sciences.

15. Awesome Cyber Security University

Extremely Hard Rooms to do / Level 5 - Malware and Reverse Engineering

• Year of the Owl - Owl-themed boot to root machine.

16. Awesome Healthcare

Contents / Imaging

• Kheops - Open source platform for sharing medical images

17. Awesome Android Ui

Jetpack Compose

• Name: SSComposeCookBook (⭐704)

  License: MIT

  Demo:

18. Awesome Rest

PowerShell / Symfony2

• Pode (⭐968) - Pode is an cross-platform, open-source, community-supported web server and REST API framework for PowerShell developers

19. Game Datasets

API

• Xbox LIVE API - Games, apps, users stats and messages. Website, paper.

Dataset / Web

• Chess Game Dataset (Lichess) - Chess games, including moves, victor, rating, opening details and more.

• Fortnite: Battle Royale - Weapon Attributes - Stats of the weapons.

• GamingVideoSET - A Dataset for Gaming Video Streaming Applications. Paper

• NBA Players - Biometric, biographic and basic box score features from 1996 to 2019 season.

• Overwatch - Heros characteristics.

• Pokémon for Data Mining and Machine Learning - Stats of 721 Pokémon of the first six generations.

• Pokemon- Weedle's Cave - Battle data of Pokemon.

• Self Driving Car - Behavioural Cloning Complete Guide.

• Starcraft: Scouting The Enemy - Player reconnaissance in professional-level.

Dataset / Related

• Daily Game Companies Historical Stock Price - Game Companies Historical Stock Price 08.2022.

• Steam Store Games - Information about 27,000 games scraped from Steam and SteamSpy APIs.

20. Awesome Rails

Jobs / Other external resources

• rails jobs on web3.career

21. Awesome Microservices

Workflow Orchestration / Scala

• Zeebe - Define, orchestrate, and monitor business processes across microservices.

22. Awesome Swift

UI / Barcode

• Popovers (⭐2.1k) - A library to present popovers. Simple, modern, and highly customizable. Not boring!

23. Awesome Deep Learning

Table of Contents / Videos and Lectures

• Understand what is Deep Learning

Researchers / Tools

• DVC - DVC is built to make ML models shareable and reproducible. It is designed to handle large files, data sets, machine learning models, and metrics as well as code.

• CML - CML helps you bring your favorite DevOps tools to machine learning.

• MLEM - MLEM is a tool to easily package, deploy and serve Machine Learning models. It seamlessly supports a variety of scenarios like real-time serving and batch processing.

Researchers / Miscellaneous

• Caffe Webinar

• 100 Best Github Resources in Github for DL

• Word2Vec

• Caffe DockerFile (⭐81)

• TorontoDeepLEarning convnet (⭐506)

• gfx.js (⭐125)

• Torch7 Cheat sheet (⭐9.1k)

• Misc from MIT's 'Advanced Natural Language Processing' course

• Misc from MIT's 'Machine Learning' course

• Misc from MIT's 'Networks for Learning: Regression and Classification' course

• Misc from MIT's 'Neural Coding and Perception of Sound' course

• Implementing a Distributed Deep Learning Network over Spark

• A chess AI that learns to play chess using deep learning. (⭐821)

• Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind (⭐654)

• Wiki2Vec. Getting Word2vec vectors for entities and word from Wikipedia Dumps (⭐600)

• The original code from the DeepMind article + tweaks (⭐1.8k)

• Google deepdream - Neural Network art (⭐13k)

• An efficient, batched LSTM.

• A recurrent neural network designed to generate classical music. (⭐1.9k)

• Memory Networks Implementations - Facebook (⭐1.8k)

• Face recognition with Google's FaceNet deep neural network. (⭐15k)

• Basic digit recognition neural network (⭐96)

• Emotion Recognition API Demo - Microsoft

• Proof of concept for loading Caffe models in TensorFlow (⭐2.8k)

• YOLO: Real-Time Object Detection

• YOLO: Practical Implementation using Python

• AlphaGo - A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search"

• Machine Learning for Software Engineers (⭐29k)

• Machine Learning is Fun!

• Siraj Raval's Deep Learning tutorials

• Dockerface (⭐191) - Easy to install and use deep learning Faster R-CNN face detection for images and video in a docker container.

• Awesome Deep Learning Music (⭐2.9k) - Curated list of articles related to deep learning scientific research applied to music

• Awesome Graph Embedding (⭐4.8k) - Curated list of articles related to deep learning scientific research on graph structured data at the graph level.

• Awesome Network Embedding (⭐2.6k) - Curated list of articles related to deep learning scientific research on graph structured data at the node level.

• Microsoft Recommenders (⭐20k) contains examples, utilities and best practices for building recommendation systems. Implementations of several state-of-the-art algorithms are provided for self-study and customization in your own applications.

• The Unreasonable Effectiveness of Recurrent Neural Networks - Andrej Karpathy blog post about using RNN for generating text.

• Ladder Network (⭐100) - Keras Implementation of Ladder Network for Semi-Supervised Learning

• toolbox: Curated list of ML libraries

• CNN Explainer

• AI Expert Roadmap (⭐30k) - Roadmap to becoming an Artificial Intelligence Expert

• Awesome Drug Interactions, Synergy, and Polypharmacy Prediction (⭐96)

24. Awesome Plotters

Manuals, Ephemera, Papers, and Patents / Manuals

• Houston Instrument HIPLOT DMP-51/52 Operation Manual (1985)

• Houston Instrument Stand Assembly Procedure DMP-50 Series Plotter

25. Awesome Osint

Other Resources / GitHub

• Bellingcat's Online Investigation Toolkit

26. Awesome Raspberry Pi

OS Images

• Ubuntu Core - Official (minimal) Ubuntu distribution for IoT. Supports Raspberry Pi Zero 2 W.

• Ubuntu Server - Ubuntu Server distribution for the Raspberry Pi. Supports Raspberry Pi Zero 2 W.

27. Awesome Selfhosted

Software / Communication - Custom Communication Systems

• Element - Fully-featured Matrix client for Web, iOS & Android. (Source Code (⭐12k)) Apache-2.0 Nodejs

Software / Communication - IRC

• Glowing Bear (⭐962) - A web frontend for WeeChat. (Demo) GPL-3.0 Nodejs

28. Awesome Security

Endpoint / Configuration Management

• Fleet device management (⭐5.2k) - Fleet is the lightweight, programmable telemetry platform for servers and workstations. Get comprehensive, customizable data from all your devices and operating systems.

EBooks / Online resources

• Secret Key Cryptography - A book about cryptographic techniques and Secret Key methods. (early access, published continuously, final release Summer 2022)

29. Awesome Agi Cocosci

Causality / AI Assisted Research

• Predictive and Diagnostic Learning Within Causal Models: Asymmetries in Cue Competition - Journal of Experimental Psychology, 1992. [All Versions]. Experimental evidences for distincting causality and association.

30. Awesome Iot

Software / Middlewares

• EMQX - An ultra-scalable open-source MQTT broker. Connect 100M+ IoT devices in one single cluster, move and process real-time IoT data with 1M msg/s throughput at 1ms latency.

Software / Libraries and Tools

• MQTT X - MQTT X is a cross-platform MQTT 5.0 client tool open sourced by EMQ, which supports macOS, Linux, and Windows.

31. Awesome Vue

Components & Libraries / Utilities

• pinia-persistedstate-2 (⭐106) - Persist and rehydrate your Pinia state between page reloads.

32. Awesome Dotnet

GraphQL

• GraphQL.NET (⭐5.9k) - Implementation of Facebook's GraphQL (⭐14k) in .Net

• HotChocolate (⭐5.5k) - GraphQL server compatible to all GraphQL compliant clients like Strawberry Shake, Relay, Apollo Client, and various other clients and tools.

• EntityGraphQL (⭐441) - library to build a GraphQL API on top of data model with the extensibility to easily bring multiple data sources together in the single GraphQL schema (EF is not a requirement - any ORM working with LinqProvider or an in-memory object will work).

33. Awesome Chrome Devtools

Libraries for driving the protocol (or a layer above)

• C#/.NET: Puppeteer Sharp (⭐3.7k) - puppeteer port

34. Awesome Neovim

Tree-sitter Supported Colorscheme / Diagnostics

• olivercederborg/poimandres.nvim (⭐456) - Neovim port of poimandres VSCode theme (⭐477) with Tree-sitter support, written in Lua.

Debugging / Diagnostics

• ofirgall/goto-breakpoints.nvim (⭐31) - Cycle between breakpoints for nvim-dap.

35. Awesome Arch

Arch-based distros / Specific purpose

• BioArchLinux - (Bioinformatics/Biology) Arch Community for Biologists & Arch Repository for Biological Software.

36. Awesome Flame

Open Source / Casual

• New Super Jumper (⭐165) - A doodle jump clone made with Flame and Forge2D. By Yayocode.

37. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• zredis-cmd (⭐4) - Utilizes variable sharing done by zredis (⭐3) plugin to implement remote command execution.

Completions / superconsole - Windows-only

• elm (⭐4) - Tab completion for elm.

Themes / superconsole - Windows-only

• smelly (⭐0) - Minimalist prompt that includes decorators for Python venv and git status.

• zskai (⭐4) - Simple theme based on Monokai. Includes decorators for user@hostname, time, git status and current working directory.

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