Awesome List Updates on Jul 10 - Jul 16, 2017

39 awesome lists updated this week.

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1. Machine Learning with Ruby

✨ Tutorials

• How to implement classification using a SVM in Ruby ^{[code (⭐5)]}

Machine Learning Libraries / Frameworks

• aws-sdk-machinelearning (⭐3.5k) - Machine Learning API of the Amazon Web Services.

• azure_mgmt_machine_learning (⭐274) - Machine Learning API of the Microsoft Azure.

2. Awesome Cpp

Miscellaneous

• stb (⭐26k) ⚡ - A range of single-file libraries for C/C++. [PublicDomain]

Other Awesome Projects

• awesome (⭐320k) ⚡ - A curated list of awesome lists.

• nothings/single_file_libs (⭐8.9k) ⚡ - List of single-file C/C++ libraries.

3. Awesome Cli Apps

Version Control / Git

• git-secret (⭐3.6k) - Store your private data inside a git repository.

4. Awesome Mqtt

Blogs

• Nick O'Leary

Broker

• esp_uMQTT_broker (⭐257) - A basic MQTT Broker on the ESP8266.

5. Citizen Science

Art and Science Spaces / Other

• The Waag Society - An institute for collaborative art, science and technology based in the Netherlands.

6. Awesome Python Scientific Audio

Audio Related Packages / Speech Processing

• PyWorldVocoder (⭐639) 🐙 (⭐639) - Wrapper for Morise's World Vocoder.

7. Awesome Theravada

Academic

• An Introduction to Buddhism - Bhikkhu Pesala provides an overview of the Noble Eightfold Path and several meditation techniques in plain language.

Books

• How to Meditate - Guide on how to meditate, available in various formats and languages.

• Lessons in Practical Buddhism - Practical teachings to help people live in peace and happiness.

• The Collected Teachings of Ajahn Chah - Single volume containing many of Ajahn Chah's talks that convey the teachings in a direct, simple, yet profound manner.

• The Four Noble Truths - Booklet by Ajahn Sumedho that serves as an introduction to the Four Noble Truths and Noble Eightfold Path.

Dhamma Talks / Audio

• dhammatalks.org - English translations of suttas, audio talks, and books by Thanissaro Bhikkhu.

Suttas / Resources

• Access to Insight - Translations of over one thousand suttas from the Pali Canon.

• Dhammapada - Short verses that summarize the essential principles of the Buddha's teachings.

• SuttaCentral - Early Buddhist texts, translations, and parallels in many languages.

Videos / Resources

• Buddhist Society of Western Australia - Dhamma talks by various monastics, including Ajahn Brahm.

• SI Video Wiki - Categorized selection of videos by Yuttadhammo Bhikkhu.

8. Awesome Elm

Learning Guides / Outdated Tutorials and books (Elm 0.18 or earlier)

• Elm Tutorial by Auth0 - A tutorial on building an app in Elm from authentication to calling an API.

9. Awesome Machine Learning

C++ / General-Purpose Machine Learning

• Distributed Machine learning Tool Kit (DMTK) - A distributed machine learning (parameter server) framework by Microsoft. Enables training models on large data sets across multiple machines. Current tools bundled with it include: LightLDA and Distributed (Multisense) Word Embedding.

JavaScript / General-Purpose Machine Learning

• LDA.js (⭐291) - LDA topic modelling for Node.js

• Node-SVM (⭐296) - Support Vector Machine for Node.js

JavaScript / Misc

• simple-statistics (⭐3.4k) - A JavaScript implementation of descriptive, regression, and inference statistics. Implemented in literate JavaScript with no dependencies, designed to work in all modern browsers (including IE) as well as in Node.js.

Matlab / General-Purpose Machine Learning

• Machine Learning Module (⭐463) - Class on machine w/ PDF, lectures, code

10. Awesome Network Analysis

Datasets / Topic-specific

• igraphdata - R data-centric package.

Software / R

• amen - Additive and multiplicative effects models for relational data.

• Bergm - Tools to analyse Bayesian exponential random graph models (BERGM). Related Twitter: @BayesianSNA.

• blockmodeling - Implementats generalized blockmodeling for valued networks.

• bnlearn - Tools for Bayesian network learning and inference (related Shiny app).

• btergm - Tools to fit temporal ERGMs by bootstrapped pseudolikelihood. Also provides MCMC maximum likelihood estimation, goodness of fit for ERGMs, TERGMs, and stochastic actor-oriented models (SAOMs), and tools for the micro-level interpretation of ERGMs and TERGMs.

• GERGM - Estimation and diagnosis of the convergence of Generalized Exponential Random Graph Models (GERGM).

• geomnet - Single-geometry approach to network visualization with ggplot2.

• ggnetwork - Multiple-geometries approach to plot network objects with ggplot2.

• hergm - Estimate and simulate hierarchical exponential-family random graph models (HERGM) with local dependence.

• hierformR – Determine paths and states that social networks develop over time to form social hierarchies.

• influenceR - Compute various node centrality network measures by Burt, Borgatti and others.

• keyplayer - Implements several network centrality measures.

• latentnet - Latent position and cluster models for network objects.

• ndtv - Tools to construct animated visualizations of dynamic network data in various formats.

• netdiffuseR - Tools to analyze the network diffusion of innovations.

• network - Basic tools to manipulate relational data in R.

• networkDynamic - Support for dynamic, (inter)temporal networks.

• networksis - Tools to simulate bipartite networksgraphs with the degrees of the nodes fixed and specified.

• PAFit - Nonparametric estimation of preferential attachment and node fitness in temporal complex networks.

• PCIT - Implements Partial Correlation with Information Theory in order to identify meaningful correlations in weighted networks, such as gene co-expression networks.

• rem - Estimate endogenous network effects in event sequences and fit relational event models (REM), which measure how networks form and evolve over time.

• rgexf - Export network objects from R to GEXF for manipulation with software like Gephi or Sigma.

• sna - Basic network constructors, measures and visualization tools.

• SocialMediaLab - Tools for collecting social media data and generating networks from it (companion website, github repo).

• spnet - Methods for visualizing spatial networks on maps in the sp class.

• tergm - Fit, simulate and diagnose models for temporal exponential-family random graph models (TERGM).

• tnam - Tools to fit temporal and cross-sectional network autocorrelation models (TNAM).

• tnet - Network measures for weighted, two-mode and longitudinal networks.

• tsna - Tools for temporal social network analysis.

• xergm - Extensions of exponential random graph models (ERGM, GERGM, TERGM, TNAM and REM).

Varia / Tutorials

• Tutorial Paper on New Methods for Estimating Psychological Networks.

11. Vertx Awesome

Vert.x Event Bus Clients

• Smalltalk (⭐9)- Event bus client for Pharo Smalltalk using the TCP-based protocol (⭐48).

12. Awesome Deep Learning

Table of Contents / Courses

• Graduate Summer School: Deep Learning, Feature Learning by Geoffrey Hinton, Yoshua Bengio, Yann LeCun, Andrew Ng, Nando de Freitas and several others @ IPAM, UCLA (2012)

Table of Contents / Papers

• Geoff Hinton's reading list (all papers)

Table of Contents / Tutorials

• The Best Machine Learning Tutorials On The Web (⭐440)

Researchers / Frameworks

• nolearn - wrappers and abstractions around existing neural network libraries, most notably Lasagne (⭐948)

• Sonnet - a library for constructing neural networks by Google's DeepMind (⭐9.4k)

• PyTorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration (⭐60k)

Researchers / Miscellaneous

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

• Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind (⭐651)

13. Awesome Lockpicking

How-to lockpicking guides

• CIA Lock Picking Field Operative Training Manual - Guidebook covering terminology, tool use, and techniques for picking the vast majority of pin and wafer tumbler locks.

14. Awesome Symfony

Certification

• CLI tool to train certifications (⭐419)

• Symfony 3 certification guide (⭐141)

• Symfony certification preparation list (⭐548)

15. Awesome Interview Questions

Programming Languages/Frameworks/Platforms / iOS

• 50 iOS Interview Questions And Answers Part 4

• 10 iOS interview questions and answers

• iOS Developer and Designer Interview Questions (⭐1.6k)

• IOS Interview Questions and Answers

16. Awesome Bigdata

NewSQL Databases

• Comdb2 (⭐1.2k) - a clustered RDBMS built on optimistic concurrency control techniques.

17. Awesome Symfony Education

Forms

• Avoiding Entities in Forms [2016]

18. Awesome Learn Datascience

Common Algorithms and Procedures

• 9 important Data Science algorithms and their implementation

Data Science using Python / Learning Python

• Interactive Python tutorial website

Data Science using Python / numpy

• Numpy tutorial on DataCamp

Data Science using Python / pandas

• Introduction to pandas

Data Science using Python / scikit-learn

• Introduction and first model application

• Rough guide for choosing estimators

Data Science using Python / Jupyter Notebook

• Downloading and running first Jupyter notebook

• Example notebook for data exploration

Data Science using Python / Various other helpful tools and resources

• Template folder structure for organizing Data Science projects (⭐7.7k)

More advanced resources and lists / Various other helpful tools and resources

• Awesome Data Science (⭐24k)

• Data Science Python (⭐5.1k)

• Machine Learning Tutorials (⭐15k)

19. Awesome Vulkan

Samples

• GL_vs_VK (⭐82) - Comparison of OpenGL and Vulkan API in terms of performance. [MIT]

20. Awesome Cryptography

Standalone / Hash functions

• Nipe (⭐1.9k) - Nipe is a script to make Tor Network your default gateway.

Clojure / Git

• clj-crypto (⭐27) - Wrapper for Bouncy Castle.

PHP / Git

• libsodium-laravel (⭐21) - Laravel Package Abstraction using libsodium.

21. Awesome Pentest

Network Tools / Protocol Analyzers and Sniffers

• Debookee - Simple and powerful network traffic analyzer for macOS.

Network Tools / Proxies and Machine-in-the-Middle (MITM) Tools

• evilgrade (⭐1.3k) - Modular framework to take advantage of poor upgrade implementations by injecting fake updates.

Reverse Engineering / Reverse Engineering Tools

• Medusa (⭐1k) - Open source, cross-platform interactive disassembler.

22. Awesome Crystal

Converters

• sass.cr (⭐35) - Compile SASS/SCSS to CSS (libsass (⭐4.3k) binding)

Email

• crystal-email (⭐111) - Simple e-mail sending library

Science and Data analysis

• linalg (⭐47) - Linear algebra library inspired by MATLAB and SciPy.linalg

Third-party APIs

• awscr-s3 (⭐81) - AWS S3 interface

Official Documentation Translations

• Crystal [ANN] - Announce new project, blog post, version update or any other Crystal work

23. Awesome Aws

Open Source Repos / Data Pipeline

• data-pipeline-samples 🔥🔥 (⭐461) - Sample pipelines.

Open Source Repos / S3

• jubos/fake-s3 🔥🔥🔥🔥🔥 (⭐2.9k) - Lightweight S3 clone that simulates most commands.

24. Awesome Dotnet Core

Frameworks, Libraries and Tools / Database Drivers

• confluent-kafka-dotnet (⭐27) - Confluent's Apache Kafka .NET client.

25. Awesome Atom

Syntax

• Vue.js

• Markdown

• Pug

26. Awesome Artificial Intelligence

Free Content

• Stanford CS229 - Machine Learning - This course provides a broad introduction to machine learning and statistical pattern recognition.

27. Awesome Android Ui

Animation

• Name: RichPath (⭐2.3k)

  License: Apache License V2

  Demo:

28. Awesome Eta

Sample Applications / Miscellaneous

• eta-2048 (⭐28) - The 2048 game written in Eta.

29. Awesome H2o

Software

• Spin up PySpark and PySparkling on AWS (⭐8)

30. Awesome Elixir

Books

• Craft GraphQL APIs in Elixir with Absinthe - Upgrade your web API to GraphQL, leveraging its flexible queries to empower your users, and its declarative structure to simplify your code (2017).

• Learn Functional Programming with Elixir - Don’t board the Elixir train with an imperative mindset! To get the most out of functional languages, you need to think functionally (2017).

Screencasts

• LearnPhoenix.tv - Learn how to build fast, dependable web apps with Phoenix.

31. Awesome Leading and Managing

Contents / Quotes That Capture the General Spirit of this List's Contents

• Culture

• Giving Feedback, Praise, and Advice

• Motivation and “Retention”

32. Awesome Preact

Contents / Toolkits

• Preact CLI PostCSS (⭐16) - It removes the default postcss config on Preact CLI, so you can use postcss.config.js.

Contents / Testing Utils

• Preact Render Spy (⭐178) - Render Preact components with access to the produced virtual dom for testing.

33. Awesome Swift

Chart

• ScrollableGraphView (⭐5.3k) - Adaptive scrollable graph view for iOS to visualise simple discrete datasets.

UI / Barcode

• StepProgressView (⭐374) - Step-by-step progress view with labels and shapes. A good replacement for UIActivityIndicatorView and UIProgressView.

Button / Barcode

• MultiToggleButton (⭐83) - A UIButton subclass that implements tap-to-toggle button text (like the camera flash and timer buttons).

Validation / Barcode

• SwiftValidator (⭐1.4k) - A rule-based validation library.

34. Awesome Vue

Resources / Tutorials

• Web development with Vue.js 2 (Video) by Olga Filipova, Packt. (June 2017)

• Build a realtime chart with VueJS and Pusher

Projects Using Vue.js / Open Source

• Material Dashboard (⭐154) - Creative Tim Material Dashboard made for Vue

• Explore-Github (⭐56) - VueJS 2 Github Explorer Using API v3

Components & Libraries / UI Components

• v-money (⭐777) - Tiny (<2k gzipped) input/directive mask for currency

35. Awesome Design Principles

Principles within bigger Design Systems

• Harmony Design System Voice & Tone Principles

• Lost My Name Design System Principles

• Seek Style Guide Principles

• Shopify Polaris Principles

• U.S. Web Design Principles

36. Awesome Ddd

Community Resources

• Advanced Topics in Event Sourcing / CQRS / DDD (⭐107) - Advanced Topics in Event Sourcing / CQRS / DDD list compiled and maintaned by @sebastianharko.

37. Awesome Opensource Apps

Laravel

• Name: Voten (⭐1.3k)

  Description: Voten.co is a real-time social bookmarking platform for the 21st century

  Link: https://voten.co

ReactJS

• Name: How to GraphQL (⭐8.5k)

  Description: The Fullstack Tutorial for GraphQL

  Link: https://www.howtographql.com

Firebase

• Name: Fun Retro (⭐911)

  Description: Fun Retro is a distributed retrospective app that is easy and simple to use.

  Link:

38. Awesome Transit

GTFS Data Collection and Maintenance Tools / Ruby

• GTFS.html - An entirely browser-based tool to view GTFS feeds. Use it to view routes, stops, timetables, etc.

39. Guides

Other / API

• Microsoft REST API Guidelines (⭐23k)

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