Awesome List Updates on Oct 14, 2020

11 awesome lists updated today.

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1. Mind Expanding Books

Philosophy And Psychology

• Name: Passions Within Reason: The Strategic Role of the Emotions

  Author: Robert H. Frank

  Goodreads Rating: 4.34

  Year Published: 1989

• Name: The Elephant in the Brain: Hidden Motives in Everyday Life

  Author: Kevin Simler, Robin Hanson

  Goodreads Rating: 4.05

  Year Published: 2017

Autobiographies and Biographies

• Name: My Inventions: The Autobiography of Nikola Tesla

  Author: Nikola Tesla

  Goodreads Rating: 3.96

  Year Published: 2006

Language / Miscellaneous

• Name: The Language Instinct: How the Mind Creates Language

  Author: Steven Pinker

  Goodreads Rating: 4.02

  Year Published: 2000

2. Awesome Digitalocean

Configuration management

• Ansible Cloud Modules - DigitalOcean

3. Awesome Veganism

Brands

• Happy Cashew - Creamy, delicious cashew based milk product alternatives, with a big variety of brie style cheeses and more.

• Valsoia - Absolutely amazing Italian ice cream, ice cones, hazelnut spread, and other food products.

4. Awesome Testing

Blogs / Mind Mapping & Documentation

• Softwaretester Blog

5. Awesome R Learning Resources

Topic Areas / Functions

• stat.berkeley - Introduction to Functions - An introduction to functions in the R language by the organizers of Integrating Computing into the Statistics Curricula (U.C. Berkeley).

Topic Areas / Math

• Descriptive Statistics - A tutorial of descriptive statistics which are used to summarize data in a way that provides insight into the information contained in the data. Author: Salvatore S. Mangiafico.

• Essential Math for Data Science - An article discussing the key mathematical topics to master to become a better data scientist. Author: Tirthajyoti Sarkar.

• Gallery of Statistical Distributions - Author: NIST/SEMATECH.

• Plotting distributions (ggplot2) - A tutorial for plotting a distribution of data. Author: Winston Chang.

Topic Areas / Shiny

• Awesome R Shiny (⭐829) - A curated list of resources for R Shiny. Author: Rob Gilmore.

• Building Shiny Applications with R Tutorial (Deprecated) - Introductory tutorial to Shiny. Note, this tutorial is deprecated. Author: RStudio.

• Building Shiny apps - an interactive tutorial - This tutorial is a hands-on activity complement to a set of presentation slides for learning how to build Shiny apps. Author: Dean Attali.

• How to Start with Shiny - Detailed introductory video tutorial. Author: Garrett Grolemund.

• Learn Shiny - The video and written tutorials on this page are primarily designed for users who are new to Shiny and want a guided introduction. Author: RStudio.

• Shiny Articles - Various articles covering individual Shiny topics at a more advanced level. Author: RStudio.

Topic Areas / Viz

• Awesome ggplot2 (⭐1.7k) - A curated list of awesome ggplot2 tutorials, packages etc. Author: Erik Gahner Larsen.

• Color Hex Color Codes - Author: Color-Hex.

• Combine Multiple GGPlots into a Figure - Author: Alboukadel Kassambara.

• From Data to Viz - From Data to Viz leads you to the most appropriate graph for your data. Author: Yan Holtz.

• ggplot2 - Modify components of a theme - How to modify components of a theme in ggplot2. Author: the developers of Tidyverse.

• Graphics in R with ggplot2 - A detailed guide for the use of graphics within ggplot2. Author: Antoine Soetewey.

• r-color-palettes (⭐1.6k) - Comprehensive list of color palettes available in r. Author: Emil Hvitfeldt.

• The Data Visualization Catalogue - The Data Visualization Catalogue is a project developed by Severino Ribecca to create a library of different information visualization types.

• The Graphic Continuum - The Graphic Continuum shows the many different types of visualizations available to us when we encode and present data. Authors: Jonathan Schwabish, and Severino Ribecca.

• The R Graph Gallery - A collection of charts made with the R programming language. Author: Yan Holtz.

• Time Based Heatmaps in R - Author: Laura Ellis.

• Top 50 ggplot2 Visualizations - The Master List (With Full R Code) - This tutorial helps you choose the right type of chart for your specific objectives and how to implement it in R using ggplot2. Author: Selva Prabhakaran.

Topic Areas / Wrangling

• Data Wrangling Part 1: Basic to Advanced Ways to Select Columns - Author: Suzan Baert.

• Data Wrangling Part 2: Transforming your columns into the right shape - Author: Suzan Baert.

• Data Wrangling Part 3: Basic and more advanced ways to filter rows - Author: Suzan Baert.

• Data Wrangling Part 4: Summarizing and slicing your data - Author: Suzan Baert.

Topic Areas / Uncategorized

• Fakir - Create Fake Data in R for Tutorials - Author: Colin Fay.

• Syntax equivalents: base R vs Tidyverse - A detailed comparison of base R and tidyverse. Author: Hugo Tavares.

Blogs / Uncategorized

• Data Imaginist - Thomas Lin Pedersen is a data scientist turned software engineer who focuses on improving researchers’ interactions with the data they produce.

• Stats and R - Through his blog, Antoine Soetewey (PhD in statistics) aims at helping academics and professionals working with data to grasp important statistical concepts, and shows how to apply them in R.

Books / Uncategorized

• Answering Questions with Data - This is a free textbook teaching introductory statistics for undergraduates in Psychology. The textbook was written with math-phobia in mind and attempts to reduce the phobia associated with arithmetic computations. Author: Matthew J. C. Crump.

• Geocomputation with R - This book is about using the power of computers to do things with geographic data. It teaches a range of spatial skills, including reading, writing and manipulating geographic data; making static and interactive maps; applying geocomputation to solve real-world problems; and modeling geographic phenomena. Authors: Robin Lovelace, Jakub Nowosad, Jannes Muenchow.

6. Awesome Robotic Tooling

Network and Middleware / Controller Area Network

• Open-Vehicle-Monitoring-System-3 (⭐687) - The system provides live monitoring of vehicle metrics like state of charge, temperatures, tyre pressures and diagnostic fault conditions.

7. Awesome Ai in Finance

Time Series Data

• AutomatedStockTrading-DeepQ-Learning (⭐280) - Build a Deep Q-learning reinforcement agent model as automated trading robot.

• Quantitative-Trading (⭐37) - Papers and code implementing Quantitative-Trading.

8. Awesome Machine Learning

Clojure / General-Purpose Machine Learning

• clj-boost - Wrapper for XGBoost

• lambda-ml (⭐76) - Simple, concise implementations of machine learning techniques and utilities in Clojure.

Clojure / Deep Learning

• MXNet - Bindings to Apache MXNet - part of the MXNet project

• Deep Diamond (⭐438) - A fast Clojure Tensor & Deep Learning library

• jutsu.ai (⭐100) - Clojure wrapper for deeplearning4j with some added syntactic sugar.

• dl4clj (⭐99) - Clojure wrapper for Deeplearning4j.

Clojure / Data Analysis

• Tablecloth (⭐335) - A dataframe grammar wrapping tech.ml.dataset, inspired by several R libraries

• Panthera (⭐190) - Clojure API wrapping Python's Pandas library

• Geni (⭐293) - a Clojure dataframe library that runs on Apache Spark

Clojure / Data Visualization

• Hanami (⭐402) : Clojure(Script) library and framework for creating interactive visualization applications based in Vega-Lite (VGL) and/or Vega (VG) specifications. Automatic framing and layouts along with a powerful templating system for abstracting visualization specs

• Saite (⭐140) - Clojure(Script) client/server application for dynamic interactive explorations and the creation of live shareable documents capturing them using Vega/Vega-Lite, CodeMirror, markdown, and LaTeX

• Oz (⭐834) - Data visualisation using Vega/Vega-Lite and Hiccup, and a live-reload platform for literate-programming

• clojupyter (⭐848) - A Jupyter kernel for Clojure - run Clojure code in Jupyter Lab, Notebook and Console.

Clojure / Interop

• Java Interop - Clojure has Native Java Interop from which Java's ML ecosystem can be accessed

• JavaScript Interop - ClojureScript has Native JavaScript Interop from which JavaScript's ML ecosystem can be accessed

• Libpython-clj (⭐1.1k) - Interop with Python

• ClojisR (⭐156) - Interop with R and Renjin (R on the JVM)

Clojure / Misc

• Neanderthal - Fast Clojure Matrix Library (native CPU, GPU, OpenCL, CUDA)

• fastmath (⭐260) - A collection of functions for mathematical and statistical computing, macine learning, etc., wrapping several JVM libraries

Clojure / Extra

• Scicloj - Curated list of ML related resources for Clojure.

9. Awesome Javascript

Data Visualization / Runner

• GraphicsJS (⭐992) - A lightweight JavaScript graphics library with the intuitive API, based on SVG/VML technology.

Spreadsheet / Runner

• Luckysheet (⭐16k) - Luckysheet is an online spreadsheet like excel that is powerful, simple to configure, and completely open source.

10. Awesome Nosql Guides

Overview of NoSQL

• The NoSQL Ecosystem - A chapter written by Adam Marcus from "The Architecture of Open Source Applications" book, this chapter is geared more towards systems architects needing to learn more in-depth understanding of how these systems are built.

Data Structures and Modeling

• NoSQL Data Modeling Techniques (2012) - This article provides a short comparison of NoSQL system families from the data modeling point of view and digests several common modeling techniques.

11. Awesome Mac

QuickLook Plugins / System Related Tools

• quick-look-plugins (⭐18k) - List of useful Quick Look plugins for developers

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