Awesome List Updates on Jul 20 - Jul 26, 2020

55 awesome lists updated this week.

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1. Awesome Datascience

Bloggers / Book Deals (Affiliated)

• floydhub - Blog for Evolutionary Algorithms

2. Awesome Java

Code Generators / Text-Based User Interfaces

• Telosys - Simple and light code generator available as an Eclipse Plugin and also as a CLI.

Configuration / Text-Based User Interfaces

• microconfig - Configuration system designed for microservices which helps to separate configuration from code. The configuration for different services can have common and specific parts and can be dynamically distributed.

Database / Text-Based User Interfaces

• Apache Calcite - Dynamic data management framework. It contains many of the pieces that comprise a typical database management system.

• Xodus (⭐1.2k) - Highly concurrent transactional schema-less and ACID-compliant embedded database.

Distributed Transactions / Text-Based User Interfaces

• Seata (⭐26k) - Delivers high performance and easy to use distributed transaction services under a microservices architecture.

High Performance / Text-Based User Interfaces

• Koloboke (⭐1k) - Carefully designed extension of the Java Collections Framework with primitive specializations and more.

HTTP Clients / Text-Based User Interfaces

• methanol (⭐274) - HTTP client extensions library.

Hypermedia Types / Text-Based User Interfaces

• Siren4J (⭐27) - Library for the Siren specification.

Job Scheduling / Text-Based User Interfaces

• easy-batch (⭐624) - Set up batch jobs with simple processing pipelines. Records are read in sequence from a data source, processed in pipeline and written in batches to a data sink.

• shedlock (⭐3.9k) - Makes sure that your scheduled tasks are executed at most once at the same time. If a task is being executed on one node, it acquires a lock which prevents execution of the same task from another node or thread.

Machine Learning / Text-Based User Interfaces

• H2O - Analytics engine for statistics over big data.

• Siddhi (⭐1.6k) - Cloud native streaming and complex event processing engine.

Mobile Development / Text-Based User Interfaces

• Codename One - Cross-platform solution for writing native mobile apps. (GPL-2.0-only WITH Classpath-exception-2.0)

• MobileUI - Cross-platform framework for developing mobile apps with native UI in Java and Kotlin.

• Multi-OS Engine - Open-source, cross-platform engine to develop native mobile (iOS, Android, etc.) apps.

Monitoring / Text-Based User Interfaces

• Prometheus (⭐2.2k) - Provides a multi-dimensional data model, DSL, autonomous server nodes and much more.

• SPM (⭐23) - Performance monitor with distributing transaction tracing for JVM apps.

Template Engine / Other

• Jtwig (⭐300) - Modular, configurable and fully tested template engine.

Web Frameworks / Mocking

• ActiveJ - Lightweight asynchronous framework built from the ground up for developing high-performance web applications.

3. Awesome Bigdata

Key-value Data Model

• GhostDB (⭐756) - a distributed, in-memory, general purpose key-value data store that delivers microsecond performance at any scale.

Data Ingestion

• Apache Pulsar (⭐15k) - a distributed pub-sub messaging platform with a very flexible messaging model and an intuitive client API.

4. Awesome Discord Communities

Vue.js

BootstrapVue
Notable Channels: #general, #i-made-this
Language: English \

Buefy
Notable Channels: #general, #need-help, #feature-request, #i-made-this
Language: English \

Gridsome
Notable Channels: #general, #help, #documentation, #showcase, #development, #starter-kits, #plugin-releases, #graphql, #vuejs, #platforms
Language: English

Nuxt.js
Notable Channels: #articles, #general, #showcase, #documentation, #proposals, #nuxt, #axios, #pwa, #webpack, #middleware, #apollo, #plugins, so much more
Language: English, Deutsch, français, español, 日本語, português, русский, italiano, 中文,

Quasar Framework
Notable Channels: #i-made-this, #ideas, #jobs, #conferences, #upgrading, #app-extensions, #components, #cli, #spa, #ssr, #pwa, #umd, #cordova, so much more
Language: English, Deutsch, اَلْعَرَبِيَّةُ‎, français, Türkçe, español, 日本語, dansk, 한국어, português, polski, русский

Vue Land
Notable Channels: #vuex-store, #vue-router, #code-help, #vue-cli, #vue-i18n, #vuepress, #composition-api, #vue3-discussions, #vue2-internals, #vue-testing, so much more
Language: English, Deutsch, français, 汉语, español, 日本語, dansk, 한국어, português, polski, русский

Vue Material
Notable Channels: #general, #need-help, #bugs, #ideas, #i-made-this
Language: English \

Vuesax
Notable Channels: #i-made-this, #issues, #ideas, #ssr, #design, #discord-help, #bugs, #pull-requests, #responsive, #proposals
Language: English

Vuetify
Notable Channels: #help, #beginner-questions, #bug-reporting, #updating-versions, #tooling, #testing, #nuxt, #premium-theme-support, #women-who-vuetify, #frontend
Language: English, Deutsch, français, español, 日本語, 한국어, português, polski, русский

Data Management

Data Engineering
Notable Channels: #general, #show, #help, #career, #data-science #resources, #architecture, #cloud, #databases, #etl-workflow
Language: English

TypeDB
Notable Channels: #questions, #cloud, #schema, #query, #inference, #studio, #troubleshooting, #drivers, #factoryci, #build, #engineering, #reasoner, #docs
Language: English

5. Awesome Cpp

CSV

• csv2 (⭐597) - Fast CSV parser for modern C++. [MIT]

GUI

• Elements (⭐3.5k) - Lightweight, fine-grained, resolution independent, modular GUI library. [MIT]

6. Awesome Cytodata

Datasets / Chemical Perturbations

• Bray et al. 2017 - Cell painting profiles from 30,616 compounds in U2OS cells (Center Driven Research Project CDRP) (Download from GigaDB | Access from public S3 bucket: s3://cytodata/datasets/CDRPBIO-BBBC036-Bray/profiles_cp/CDRPBIO-BBBC036-Bray/).

Publications / Applications

• Bioactivity screening of environmental chemicals using imaging-based high-throughput phenotypic profiling - Use of image-based profiling to screen the bioactivity of environmental chemicals

• Repurposing High-Throughput Image Assays Enables Biological Activity Prediction for Drug Discovery - Using image-based profiles to predict the bioactivity of small molecules in other unrelated assays.

Publications / Methods

• Accurate Prediction of Biological Assays with High-Throughput Microscopy Images and Convolutional Networks - End-to-end learning with CNNs to predict bioactivity of small molecules in unrelated assays using image-based profiles.

• Evaluation of Deep Learning Strategies for Nucleus Segmentation in Fluorescence Images - Comparing several deep learning methods for nuclear segmentation.

• Automating Morphological Profiling with Generic Deep Convolutional Networks - Transfer of activation features of generic CNNs to extract features for image-based profiling.

7. Awesome Qsharp

Blogs / Participants' solutions

• The Hitchhiker's Guide to the Quantum Computing and Q#

8. Awesome Elixir

Examples and funny stuff

• phoenix-liveview-counter-tutorial (⭐406) - complete beginners step-by-step tutorial building a real time counter in Phoenix 1.5.3 and LiveView 0.14.1.

• phoenix-todo-list-tutorial (⭐208) - A complete beginners step-by-step tutorial for building a Todo List from scratch in Phoenix 1.5.3.

9. Awesome Ponyfills

Browser Features

• raf (⭐737) - requestAnimationFrame

10. Awesome R

Machine Learning

• fable (⭐571) - a collection of commonly used univariate and multivariate time series forecasting models

11. Awesome Deep Learning

Researchers / Frameworks

• PyTorch Geometric Temporal - Representation learning on dynamic graphs (⭐6.2k)

12. Awesome Malware Analysis

Detection and Classification / Other Resources

• capa (⭐5.4k) - Detects capabilities in executable files.

13. Awesome Credit Modeling

Introduction

• Consumer Finance: Challenges for Operational Research - Reviews the development of credit scoring (the way of assessing risk in consumer finance) and what is meant by a credit score. Outlines 10 challenges for Operational Research to support modelling in consumer finance.

• Machine Learning in Financial Crisis Prediction: A Survey - Reviews 130 journal papers from the period between 1995 and 2010, focusing on the development of state-of-the-art machine-learning techniques for bankruptcy prediction and credit score modeling. Also presents their current achievements and limitations.

14. Awesome Machine Learning

Python / General-Purpose Machine Learning

• PyTorch Geometric Temporal (⭐2.8k) -> A temporal extension of PyTorch Geometric for dynamic graph representation learning.

Tools / Misc

• CML (⭐4.1k) - A library for doing continuous integration with ML projects. Use GitHub Actions & GitLab CI to train and evaluate models in production like environments and automatically generate visual reports with metrics and graphs in pull/merge requests. Framework & language agnostic.

15. Awesome Devtools

Tools / Debugging & Development

• Reqbin - REST & SOAP API Online Testing Tool

16. Awesome Microservices

Java VM / Java

• ActiveRPC - Lightweight and fast library for complex high-load distributed applications and Memcached-like solutions.

17. Public Apis

Science & Math

• API: Materials Platform for Data Science

  Description: Curated experimental data for materials science

  Auth: apiKey

  HTTPS: Yes

  CORS: No

18. Awesome Deno

Resources in Other Languages / Chinese

• Deno 中文开发者社区

19. Awesome Naming

Other

• Heisenbug - A bug that seems to disappear or change when one tries to study it. It's a pun on Werner Heisenberg who discovered that the act of observing quantum systems inevitably alters their state.

20. Awesome Web Performance Budget

Podcasts

• Chasing Waterfalls - Conversation with people to make web faster by Tim kadlec

21. Toolsforactivism

Browsers:

• Brave Browser (⭐20k) - Brave is a free and open-source web browser developed by Brave Software, Inc. based on the Chromium web browser. It blocks ads and website trackers, and provides a way for users to send information contributions in the form of Basic Attention Tokens to websites and content creators.

22. Awesome Spark

Packages / Middleware

• Livy (⭐915) - REST server with extensive language support (Python, R, Scala), ability to maintain interactive sessions and object sharing.

23. Tips

Create and switch new branch

git checkout -b <branch-name>

Alternatives:

git branch <branch-name> && git checkout <branch-name>

git switch -c <branch-name>

24. Awesome Django

Third-Party Packages / Security

• django-csp (⭐609) - Adds Content-Security-Policy headers to Django.

25. Awesome Php

Table of Contents / Email

• PHP IMAP (⭐1.7k) - A library to access mailboxes via POP3, IMAP and NNTP.

Table of Contents / Debugging and Profiling

• Symfony VarDumper (⭐7.4k) - A variable dumper component.

Configuration / PHP Books

• Domain-Driven Design in PHP - Real examples written in PHP showcasing DDD Architectural Styles.

26. Awesome Vscode

C#, ASP .NET and .NET Core / More

• C# - C# extension by Microsoft, read official documentation for the details

Go / More

• Go - Rich language support for the Go language.

Terraform / Smarty Template Support

• Terraform - Syntax highlighting, linting, formatting, and validation for Hashicorp's Terraform

27. Awesome

Organizations Using Craft / Tutorials

• Betterteam

• NameSnack

28. Awesome Asyncio

Networking

• aiodns (⭐563) - Simple DNS resolver for asyncio.

• aioping (⭐89) - Fast asyncio implementation of ICMP (ping) protocol.

29. Awesome Math

Blogs

• MathematicsIsAScience - Peter Saveliev (Professor of mathematics at Marshall University, Huntington WV, USA)

30. Awesome Terraform

Community Modules / Miscellaneous

• terraform-cloudflare-maintenance (⭐131) - Module to create a Maintenance Page using Cloudflare Workers.

Tools / Community providers

• terraformer (⭐14k) - CLI tool to generate terraform files from existing infrastructure. Infrastructure to Code. Supported many providers.

31. Citizen Science

Publishing and Doing Research / Other

• Library Genesis - An online tool for gaining access to scientific articles that are normally beyond paywalls.

32. Awesome Interview Questions

Programming Languages/Frameworks/Platforms / Java

• Top 30 Core Java Interview Questions

33. Awesome Ai in Finance

Papers

• A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem

Courses & Books & Blogs

• AI in Finance - Learn Fintech Online.

Time Series Data

• trading-rl (⭐222) - Deep Reinforcement Learning for Financial Trading using Price Trailing.

• gym-trading (⭐713) - Environment for reinforcement-learning algorithmic trading models.

• zenbrain (⭐49) - A framework for machine-learning bots.

Portfolio Management

• DeepDow (⭐1k) - Portfolio optimization with deep learning.

High Frequency Trading

• HFT_Bitcoin (⭐156) - Analysis of High Frequency Trading on Bitcoin exchanges.

Event Drive

• 🌟 trump2cash (⭐6.4k) - A stock trading bot powered by Trump tweets.

Crypto Currencies Strategies

• Gekko_ANN_Strategies (⭐55) - ANN trading strategies for the Gekko trading bot.

• gekko-neuralnet (⭐95) - Neural network strategy for Gekko.

Technical Analysis

• quant-trading (⭐7.6k) - Python quantitative trading strategies.

• Gekko-Bot-Resources (⭐197) - Gekko bot resources.

• gekko_tools (⭐144) - Gekko strategies, tools etc.

• gekko RSI_WR (⭐4) - Gekko RSI_WR strategies.

• gekko HL (⭐11) - Calculate down peak and trade on.

• EthTradingAlgorithm (⭐4) - Ethereum trading algorithm using Python 3.5 and the library ZipLine.

• forex.analytics (⭐187) - Node.js native library performing technical analysis over an OHLC dataset with use of genetic algorithmv.

• Gekko-Strategies (⭐1.4k) - Strategies to Gekko trading bot with backtests results and some useful tools.

• gekko-gannswing (⭐70) - Gann's Swing trade strategy for Gekko trade bot.

Lottery & Gamble

• LotteryPredict (⭐393) - Use LSTM to predict lottery.

Arbitrage

• ArbitrageBot (⭐175) - Arbitrage bot that currently works on bittrex & poloniex.

Data Sources / Traditional Markets

• yahoo-finance (⭐1.4k) - Python module to get stock data from Yahoo! Finance.

Research Tools / Crypto Currencies

• pyfolio (⭐6k) - Portfolio and risk analytics in Python.

• alphalens (⭐3.8k) - Performance analysis of predictive (alpha) stock factors.

• zvt (⭐3.7k) - Zero vector trader.

Traditional Market / Crypto Currencies

• 🌟 TradingView - Get real-time information and market insights.

• pylivetrader (⭐671) - Python live trade execution library with zipline interface.

Crypto Currencies / Crypto Currencies

• QuantResearchDev (⭐30) - Quant Research dev & Traders open source project.

• abu (⭐14k) - A quant trading system base on python.

TA Lib / Plugins

• pandas_talib (⭐769) - A Python Pandas implementation of technical analysis indicators.

• finta (⭐2.2k) - Common financial technical indicators implemented in Python-Pandas (70+ indicators).

• techan.js (⭐2.4k) - A visual, technical analysis and charting (Candlestick, OHLC, indicators) library built on D3.

Exchange API / Plugins

• IbPy (⭐1.4k) - Python API for the Interactive Brokers on-line trading system.

• ctpwrapper (⭐519) - Shanghai future exchange CTP api.

Framework / Plugins

• tf-quant-finance (⭐4.9k) - High-performance TensorFlow library for quantitative finance.

Visualizing / Plugins

• playground (⭐12k) - Play with neural networks.

• netron (⭐31k) - Visualizer for deep learning and machine learning models.

GYM Environment / Plugins

• btgym (⭐1k) - Scalable, event-driven, deep-learning-friendly backtesting library.

Articles / Plugins

• nyu-mlif-notes (⭐96) - NYU machine learning in finance notes.

Others / Plugins

• gekko-quasar-ui (⭐112) - An UI port for gekko trading bot using Quasar framework.

Others / Other Resource

• awesome-quant (⭐21k) - A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance).

34. Awesome Css

Frameworks 🎨 / Editor's Draft ✒️

• Numl - An HTML-based language and design system that lets you create responsive and accessible high-quality web interfaces with any look.

35. Awesome Network Js

Modules

• mutex-server (⭐31) - Critical section controllers, like mutex and semaphore, in the network level.

36. Awesome Ros2

Operating systems / Build system (ROS2)

• Ubuntu Core - Build secure IoT devices with Ubuntu Core.

• Ubuntu Server

• Zephyr - Linux Foundation Projects RTOS aiming at beeing secure and safe.

37. Awesome React Native

Seeds / Navigation Demos

• RNStarter (⭐28) - ✨ A React Native Starter with 10+ commonly used libraries ✨

38. Awesome Eslint

Configs / Configs by Well-Known Companies/Organizations

• Airbnb-babel (⭐3) - Airbnb's ESLint config with Babel Support.

Formatters / Testing Tools

• badger (⭐7) - Make SVG-based badges summarizing ESLint results (e.g., for use on a README).

• git-log (⭐41) - ESLint Formatter featuring Git Author, Date, and Hash.

• github (⭐107) - See ESLint errors and warnings directly in pull requests.

• gitlab - Output ESLint results in the GitLab code quality results.

• mo (⭐131) - Good-lookin' ESLint formatter and also for delightful reading experience.

• summary-chart (⭐12) - Format ESLint output into a bar chart.

39. Awesome Python

Logging

• structlog - Structured logging made easy.

40. Awesome Piracy

Trackers / Public Trackers

• Torrentz2 A good replacement of the defunct Torrentz.eu other mirrors

Miscellaneous / Third Party Hosts

• How to use eMule in 2018 An up-to-date guide detailing how to use eMule to download rare content from the eDonkey and Kad P2P networks.

41. Awesome Playwright

Integrations

• heroku-playwright-buildpack (⭐50) - Heroku buildpack for running Playwright on a Heroku Dyno.

Showcases

• Heroku Playwright Example (⭐21) - Example using Playwright on Heroku.

42. Awesome Cl

Interfaces to other package managers

• linux-packaging - build .deb, .rpm or .pkg packages for your application with a single ASDF declaration. Uses fpm under the hood. MIT.

• cl-brewer (⭐14) - Homebrew formula builder for (command line) common lisp applications. Public domain.

HTTP Servers / Hunchentoot plugins

• hunchentoot-errors (⭐10) - Augments Hunchentoot error pages and logs with request and session information. MIT.

Logging / Third-party APIs

• ⭐ log4cl (⭐89) - Logging framework modelled after Log4J. Apache2.0. Advanced integration with Slime.
  • log4cl-json (⭐2) - JSON appender extension. BSD.

43. Webcomponents the Right Way

Component Libraries

• Shoelace (⭐14k) - A forward-thinking library of web components.

Class Based

• FAST Element (⭐9.5k) - Lightweight library for building performant, memory-efficient, standards-compliant Web Components.

Integrations

• reactify-wc (⭐178) - Use web components with React properties and functions.

44. Awesome Robotics

Competitions

• First Lego League

45. Awesome Crystal

Misc

• version_tools (⭐9) - Version-dependent behaviour, specified at compile-time

46. Awesome Cheminformatics

Libraries / Molecular Descriptors

• DescriptaStorus (⭐261) - Descriptor computation(chemistry) and (optional) storage for machine learning.

Libraries / Docking

• Rosetta - A comprehensive software suite for modeling macromolecular structures. Used larely for protein-protein docking.

47. Awesome Aws

SDKs and Samples / Haskell SDK

• Docs

SDKs and Samples / Ruby SDK

• Install

Open Source Repos / Cognito

• rahulpsd18/cognito-backup-restore 🔥 (⭐200) - Tool for backing up and restoring Cognito user pools.

Open Source Repos / S3

• mishudark/s3-parallel-put 🔥🔥 (⭐316) - CLI that supports parallel uploads.

Guides, Books, Documentation, and Training / General Guides

• Analyzing Big Data

48. Awesome Cybersecurity Blueteam

Security monitoring / Network Security Monitoring (NSM)

• Tsunami (⭐8.4k) - General purpose network security scanner with an extensible plugin system for detecting high severity vulnerabilities with high confidence.

• Respounder (⭐317) - Detects the presence of the Responder LLMNR/NBT-NS/MDNS poisoner on a network.

Cloud platform security / Security Orchestration, Automation, and Response (SOAR)

• Kata Containers - Secure container runtime with lightweight virtual machines that feel and perform like containers, but provide stronger workload isolation using hardware virtualization technology as a second layer of defense.

• gVisor (⭐17k) - Application kernel, written in Go, that implements a substantial portion of the Linux system surface to provide an isolation boundary between the application and the host kernel.

DevSecOps / Service meshes

• SOPS (⭐19k) - Editor of encrypted files that supports YAML, JSON, ENV, INI and binary formats and encrypts with AWS KMS, GCP KMS, Azure Key Vault, and PGP.

• Vault - Tool for securely accessing secrets such as API keys, passwords, or certificates through a unified interface.

• git-crypt - Transparent file encryption in git; files which you choose to protect are encrypted when committed, and decrypted when checked out.

49. Awesome Calculators

Calculator apps: / Mac

• Soulver 3 - Smart notepad with a built-in calculator.

Calculator apps: / Cross-Platform

• Parsify Desktop - Extendable calculator for the 21st Century.

50. Awesome Vue

Projects Using Vue.js / Apps/Websites

• postmake.io - A curated directory of 300+ tools and resources used by companies and startups all over the web. Built using Vue.js and Nuxt.

• screenshotapi.net - A website screenshot API, capture pixel-perfect website screenshots.

• FontGet - Download Free Fonts.

51. Awesome Prisma

🦺 Community Prisma Tools

• Pal.js - CLI to start Prisma and GraphQl projects with just 2 commands

52. Awesome Jupyter

Rendering/Publishing/Conversion

• Ploomber (⭐3.6k) - Run a collection of notebooks and scripts in a reproducible manner using a pipeline.yaml file.

53. Awesome Blazor

Games

• ZXSpectrum (⭐99) - ZX Spectrum emulator running on Blazor WebAssembly. Demo.

2D/3D Rendering engines / Others

• Blorc.PatternFly (⭐29) - Blazor wrappers for PatternFly. To view the latest develop branch in action, visit the demo app.

Others / Others

• EventHorizon Blazor TypeScript Interop Generator (⭐146) - This project takes in a TypeScript type definition file and creates a .NET Core project that will work with the provided Interop abstraction project.

54. Awesome Robotic Tooling

Documentation and Presentation

• foam (⭐16k) - Foam is a personal knowledge management and sharing system inspired by Roam Research, built on Visual Studio Code and GitHub.

Sensor Processing / Image Processing

• pytracking (⭐3.4k) - A general python framework for visual object tracking and video object segmentation, based on PyTorch.

Simultaneous Localization and Mapping / Visual

• open_vins (⭐2.5k) - An open source platform for visual-inertial navigation research.

Network and Middleware / Real-Time Kernel

• ros2arduino (⭐236) - This library helps the Arduino board communicate with the ROS2 using XRCE-DDS.

Network and Middleware / Ethernet and Wireless Networking

• airalab - AIRA is reference Robonomics network client for ROS-enabled cyber-physical systems.

• wireless (⭐24) - Making info about wireless networks available to ROS.

Network and Middleware / Controller Area Network

• opendbc (⭐2.4k) - The project to democratize access to the decoder ring of your car.

Network and Middleware / Sensor and Acuator Interfaces

• pacmod3 (⭐27) - This ROS node is designed to allow the user to control a vehicle with the PACMod drive-by-wire system, board revision 3.

• ros2_intel_realsense (⭐145) - These are packages for using Intel RealSense cameras (D400 series) with ROS2.

• sick_scan (⭐132) - This stack provides a ROS2 driver for the SICK TiM series of laser scanners.

• ouster_example (⭐493) - Sample code for connecting to and configuring the OS1, reading and visualizing data, and interfacing with ROS.

• sick_safetyscanners (⭐63) - A ROS Driver which reads the raw data from the SICK Safety Scanners and publishes the data as a laser_scan msg.

Datasets / Sensor and Acuator Interfaces

• waymo-open-dataset (⭐3k) - The Waymo Open Dataset is comprised of high-resolution sensor data collected by Waymo self-driving cars in a wide variety of conditions.

55. Awesome Flame

Open Source / Casual

• Ant Squash (⭐22) - A simple casual bug squashing game that you can play with one finger. Tap to kill, stop ants from eating the sweet! By Sourabh Gupta

Non-English Content / Simulation

• Mandarin Chinese (中文) (⭐1.2k)

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