Awesome List Updates on Oct 30 - Nov 05, 2017

59 awesome lists updated this week.

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1. Awesome Speaking

CFP

• IT CFP List (⭐374) - List of IT conferences Call For Papers, changes are also published via Twitter @ItCfpList.

2. Awesome R

Language API

• JuliaCall (⭐269) - Seamless Integration Between R and Julia.

3. Awesome Deep Learning

Table of Contents / Papers

• Dynamic Routing Between Capsules

• Matrix Capsules With Em Routing

4. Papers We Love

Info / Other Good Places to Find Papers

• 2 Minute Papers

5. Awesome Incident Response

IR Tools Collection / Disk Image Creation Tools

• Bitscout (⭐435) - Bitscout by Vitaly Kamluk helps you build your fully-trusted customizable LiveCD/LiveUSB image to be used for remote digital forensics (or perhaps any other task of your choice). It is meant to be transparent and monitorable by the owner of the system, forensically sound, customizable and compact.

6. Awesome Sre

Blogs

• rachelbythebay - Techincal Blog Posts.

7. Awesome Electron

For Electron / Other

• electron-util (⭐1.3k) - Useful utilities for developing apps and modules.

Videos / Other

• Build Cross-Platform Desktop Apps with Electron - Frontend Masters 💲

8. Awesome Nextjs

Articles

• Using Google Analytics with Next.js

Apps

• Decoupled CMS example with GraphQL and Next.js (⭐30)

9. Awesome Book Authoring

Contracts

• Apress Standard Contract

10. Awesome Influxdb

Projects / Dedicated

• aprs2influxdb (⭐26) - Interfaces ham radio APRS-IS servers and saves packet data into an influxdb database

11. Awesome H2o

Books

• Machine Learning Using R Karthik Ramasubramanian, Abhishek Singh. (2016)

• Disruptive Analytics Thomas Dinsmore. (2016)

• Computer Age Statistical Inference: Algorithms, Evidence, and Data Science Bradley Efron, Trevor Hastie. (2016)

• Spark in Action Petar Zečević, Marko Bonaći. (2016)

Research Papers

• Algorithmic trading using deep neural networks on high frequency data Andrés Arévalo, Jaime Niño, German Hernandez, Javier Sandoval, Diego León, Arbey Aragón. (2017)

• Generic online animal activity recognition on collar tags Jacob W. Kamminga, Helena C. Bisby, Duc V. Le, Nirvana Meratnia, Paul J. M. Havinga. (2017)

• Robust and flexible estimation of data-dependent stochastic mediation effects: a proposed method and example in a randomized trial setting Kara E. Rudolph, Oleg Sofrygin, Wenjing Zheng, and Mark J. van der Laan. (2017)

• Automated versus do-it-yourself methods for causal inference: Lessons learned from a data analysis competition Vincent Dorie, Jennifer Hill, Uri Shalit, Marc Scott, Dan Cervone. (2017)

• Using deep learning to predict the mortality of leukemia patients Reena Shaw Muthalaly. (2017)

• Use of a machine learning framework to predict substance use disorder treatment success Laura Acion, Diana Kelmansky, Mark van der Laan, Ethan Sahker, DeShauna Jones, Stephan Arnd. (2017)

• Ultra-wideband antenna-induced error prediction using deep learning on channel response data Janis Tiemann, Johannes Pillmann, Christian Wietfeld. (2017)

• Inferring passenger types from commuter eigentravel matrices Erika Fille T. Legara, Christopher P. Monterola. (2017)

• Deep neural networks, gradient-boosted trees, random forests: Statistical arbitrage on the S&P 500 Christopher Krauss, Xuan Anh Doa, Nicolas Huckb. (2016)

• Identifying IT purchases anomalies in the Brazilian government procurement system using deep learning Silvio L. Domingos, Rommel N. Carvalho, Ricardo S. Carvalho, Guilherme N. Ramos. (2016)

• Predicting recovery of credit operations on a Brazilian bank Rogério G. Lopes, Rommel N. Carvalho, Marcelo Ladeira, Ricardo S. Carvalho. (2016)

• Deep learning anomaly detection as support fraud investigation in Brazilian exports and anti-money laundering Ebberth L. Paula, Marcelo Ladeira, Rommel N. Carvalho, Thiago Marzagão. (2016)

• The value of points of interest information in predicting cost-effective charging infrastructure locations Stéphanie Florence Visser. (2016)

• Adaptive modelling of spatial diversification of soil classification units. Journal of Water and Land Development Krzysztof Urbański, Stanisław Gruszczyńsk. (2016)

• Scalable ensemble learning and computationally efficient variance estimation Erin LeDell. (2015)

• Understanding random forests: from theory to practice (⭐500) Gilles Louppe. (2014)

12. Awesome Steam

Node.js / WebAPI

• steamapi (⭐176) - A nice Steam API wrapper.

C# / General

• SteamKit2 (⭐2.5k) - .NET library designed to interoperate with Valve's Steam network.

• SteamAuth (⭐274) - A C# library that provides vital Steam Mobile Authenticator functionality.

• SteamBot (⭐1.3k) - Automated bot software for interacting with steam trade.

• SteamTradeOffersBot (⭐48) - SteamBot fork which focuses on trade offers.

• SteamStandardProject (⭐3) - A collection of .NET Standard libraries using common types that provide functionality in one or more parts of Steam.

C# / Misc

• BackpackLogin (⭐7) - A .NET Standard library for logging into backpack.tf using Steam credentials.

• TeamFortressOutpostApi (⭐3) - A .NET Standard class library which allows user to interact with TF2Outpost.

• SteamGaugesApi (⭐3) - A .NET Standard 2.0 library to automatically use the API of steamgauges.

13. Awesome Network Analysis

Books / General Overviews

• Network Science, by Albert-László Barabási - Full book online (2016).

Journals / Topic-specific

• REDES. Revista hispana para el análisis de redes sociales, in Spanish (INSNA).

14. Awesome Talks

Software Development

• Effective Programs - 10 Years of Clojure by Rich Hickey (Clojure/Conj 2017) [1:14:51]

Cognitive Development

• Drive - The Surprising Truth About What Motivates Us by RSA Animate (YouTube/RSA 2010) [10:47]

15. Awesome Cpp

Frameworks

• abseil-cpp (⭐15k) - Abseil C++ Common Libraries. [Apache2]

JSON

• json-c (⭐3k) - A JSON implementation in C. [MIT]

Logging

• glog (⭐7.2k) - C++ implementation of the Google logging module.

PDF

• libharu (⭐1.8k) - A free, cross platform, open-sourced software library for generating PDF. [zlib]

• MuPDF - A lightweight PDF, XPS, and E-book viewer. [AGPL/Proprietary]

16. Awesome Swift

Dependency Managers

• Mint (⭐2.3k) - A package manager that installs and runs Swift command line tools.

Key Value Store

• DefaultsKit (⭐1.4k) - Simple, Strongly Typed UserDefaults for iOS, macOS and tvOS.

Layout / Barcode

• FlexLayout (⭐2k) - Nice and clean interface to the highly optimized Facebook yoga Flexbox implementation.

Auto Layout / Barcode

• KVConstraintKit (⭐92) - An Impressive Autolayout DSL for iOS, tvOS & OSX.

HTML / Barcode

• SwiftSoup (⭐4.6k) 🐧 - HTML Parser, with best of DOM, CSS, and jquery.

UI / Barcode

• AGCircularPicker (⭐627) - Helpful component for creating a controller aimed to manage any calculated parameter.

• KALoader (⭐107) - Beautiful animated placeholders for showing loading of data.

• MediaBrowser (⭐649) - Simple iOS photo and video browser with optional grid view, captions and selections.

Payment / Barcode

• iCard (⭐346) - Bank Card Generator using SnapKit DSL.

UICollectionView / Barcode

• FSPagerView (⭐7.2k) - Elegant Screen Slide Library. It is extremely helpful for making Banner View、Product Show、Welcome/Guide Pages、Screen/ViewController Sliders.

• GravitySlider (⭐1.1k) - Beautiful alternative to the standard UICollectionView flow layout.

• ShelfView-iOS (⭐268) - iOS custom view to display books on shelf.

UITableView / Barcode

• GridView (⭐858) - Can be customized as a time table, spreadsheet, paging and more.

• ParallaxHeader (⭐1k) - Simple way to add parallax header to UIScrollView/UITableView.

Utility / Barcode

• LifetimeTracker (⭐3.2k) - Surface retain cycle / memory issues right as you develop your application.

• WhatsNew (⭐1.5k) - Showcase new features after an app update similar to Pages, Numbers and Keynote.

17. Awesome Speakers

Asia / India 🇮🇳

Bangalore

Ashrith Kulai
Topics: Progressive Web Apps, Polymer, Web Components, Web Performance, Build Tools
https://twitter.com/ashrith_kulai

Bapusaheb Patil
Topics: Android, Kotlin, Java, Asynchronous Programming, Mobile UX Design, Mobile Performance
https://twitter.com/baps_patil

Kumar Anirudha
Topics: Python, Node.js, Blockchain, Architecture, Cryptocurrency
https://twitter.com/kranirudha

Siddharth Kshetrapal
Topics: CSS, Web Performance, React, CSS in JS, Node, Testing
https://twitter.com/siddharthkp

Europe / Germany 🇩🇪

Augsburg

Johannes Ewald
Topics: Tooling, Standards, webpack
https://twitter.com/Jhnnns

Europe / Sweden

Santander

Erik Rasmussen
Topics: React, Redux, Redux-Form, Forms
https://twitter.com/erikras

Europe / United Kingdom 🇬🇧

Bristol

Léonie Watson
Topics: Accessibility, Web Standards, Screen Readers
https://twitter.com/LeonieWatson

Rachel Andrew
Topics: CSS
https://twitter.com/rachelandrew

Ruth John
Topics: Browser Technologies, Web Audio, Web MIDI
https://twitter.com/Rumyra

North America / United States of America 🇺🇸

Boston

Eric Bailey
Topics: Accessibility
https://twitter.com/ericwbailey

Gleb Bahmutov
Topics: Computer Science, JavaScript, Reactive Programming
https://twitter.com/bahmutov

Lea Verou
Topics: CSS, HTML
https://twitter.com/leaverou

Cincinnati

Carin Meier
Topics: Clojure, Machine Learning, Programming
https://twitter.com/gigasquid

Denver

Miriam Suzanne
Topics: CSS, Sass, Architecture, Design Systems
https://twitter.com/mirisuzanne

New Jersey

Ken Wheeler
Topics: React, React Native, ReasonML
https://twitter.com/ken_wheeler

Philadelphia

Lis Pardi
Topics: Web
https://twitter.com/lispardi

Richard Feldman
Topics: Elm
https://twitter.com/rtfeldman

Pittsburgh

Brad Frost
Topics: Web Design, Atomic Design, Web Development
https://twitter.com/brad_frost

Lin Clark
Topics: React, WebAssembly, Browsers Internals
https://twitter.com/linclark

Salt Lake City

Kent C. Dodds
Topics: OSS, React, Testing
https://twitter.com/kentcdodds

San Francisco

Adam Menges
Topics: Artificial Intelligence, Design, Computer Science
https://twitter.com/adammenges

Alex Russell
Topics: Performance, Mobile Web, Progressive Web Apps, Web Standards
https://twitter.com/slightlylate

Anjana Vakil
Topics: Programming Language Paradigms, Functional Programming (with JavaScript)
https://twitter.com/AnjanaVakil

Beth Dean
Topics: Design, Illustration
https://twitter.com/bethdean

Boris Cherny
Topics: TypeScript, React, Computer Science
https://twitter.com/bcherny

Brynn Evans
Topics: Design, Management
https://twitter.com/brynn

Cordelia Dillon
Topics: Accessibility
https://twitter.com/cordeliadillon

Estelle Weyl
Topics: CSS, Performance, Responsive Web Design
https://twitter.com/standardista

Frances Coronel
Topics: Progressive Web Apps, TypeScript, Web Design, Open Source
https://twitter.com/FrancesCoronel

Gregory Shehet
Topics: Functional Reactive Programming, MobX, CSS in JS, React
https://twitter.com/AGambit95

Jafar Husain
Topics: JavaScript, ES7, Observables, Reactive Programming, Falcor
https://twitter.com/jhusain

Jennifer Wong
Topics: Design Systems
https://twitter.com/mybluewristband

Lisa Huang
Topics: AMP, Offline-First Mobile Apps, React
https://twitter.com/lisaychuang

Mike Matas
Topics: Human Interface Design
https://twitter.com/mike_matas

Mina Markham
Topics: CSS Architecture, Sass, Community, Design Systems
https://twitter.com/MinaMarkham

Monica Dinculescu
Topics: Web Components, Polymer, Emoji
https://twitter.com/notwaldorf

Patrick Stapleton
Topics: OSS, Serverless, GraphQL, Vue.js, React, Angular, TypeScript
https://twitter.com/gdi2290

Preethi Kasireddy
Topics: Machine Learning, Natural Language Processing, React
https://twitter.com/iam_preethi

Sarah Drasner
Topics: CSS, SVG, Animations, Vue.js, React
https://twitter.com/sarah_edo

Sean Grove
Topics: GraphQL, ReasonML, OCaml
https://twitter.com/sgrove

Stephanie Rewis
Topics: Design Systems, CSS
https://twitter.com/stefsull

Tracy Lee
Topics: Reactive Programming, Angular, Ember.js
https://twitter.com/ladyleet

License / Brazil 🇧🇷

São Paulo

Caroline Soares
Topics: Frontend development, woman's inspiration, JavaScript, CSS
https://twitter.com/carolcode

Fernanda Bernardo
Topics: CSS, JavaScript, HTML
https://twitter.com/fembernardo

João Victor Dias
Topics: Computer Vision, Keras, CNN, R, Data Science path
https://twitter.com/JoaoVictor_AC

Sibelius Seraphini
Topics: React, React Native, Node.js, GraphQL, Relay Modern, Open Source, Machine Learning, Blockchain
https://twitter.com/sseraphini

To the extent possible under law, Karl Horky has waived all copyright and related or neighboring rights to this work.

18. Awesome Malware Analysis

Debugging and Reverse Engineering / Other Resources

• Pharos (⭐1.5k) - The Pharos binary analysis framework can be used to perform automated static analysis of binaries.

19. Awesome Deep Learning Resources

Other Math Theory / Gradient Descent Algorithms & Optimization Theory

• Neural Networks and Deep Learning, ch.2 - Overview on how does the backpropagation algorithm works.

• Neural Networks and Deep Learning, ch.4 - A visual proof that neural nets can compute any function.

20. Awesome Ruby

API Builder and Discovery

• Crepe (⭐128) - The thin API stack.

21. Awesome Jvm

Garbage collectors

• ZGC - Garbage collector optimized for low latency and very large heaps.

Profilers

• OpenTracing - A vendor-neutral open standard for distributed tracing.

Documentation

• Linux tracing workshop (⭐1.1k) - JVM monitoring with BPF, examples and hands-on labs for Linux tracing tools workshops.

22. Awesome Okr

Software

• Zugata

23. Awesome Ocaml

Questions

• obandit - OCaml library for multi-armed bandits.

24. Awesome4girls

Events/Meetups / Javascript

• Js4Girls (⭐101) - Loc: - Lang: PT-BR only

  A Brazilian initiative to provide free javascript classes to women in a male-free environment.

General / UX

• Bay Area Girls

  Sponsored dinners in San Francisco where the women coming from all over are invited to share their experiences, alongside prominent speakers from the female tech communities. The events also offer networking and potential recruiting by the sponsoring company. It has been hosted by 100+ companies and has several events per month.

• Tech Ladies Brasil - Loc:

  The Tech Ladies Brasil network is a space driven by women who dedicate their time through volunteer work for the exchange of knowledge, professional advancement, personal development and appreciation of women. We hold workshops and an annual event, From Ladies To Ladies, that bring three fronts: lectures, workshops and round tables; discuss topics aligned with the purpose of Tech Ladies Brazil, women's empowerment in technology.

• Women of Silicon Roundabout - Loc:

  Women of Silicon Roundabout enables people and organisations to connect, learn and take action on gender diversity and inclusion. We do not shy away from controversy and we look to open people's minds to new ideas by pushing boundaries. Through inspirational keynotes, panel discussions on business strategy, technical classes, and career development workshops, this conference provides all the content and networking opportunities needed to flourish in the tech sector.

• Wonder Women Tech Summit

  Wonder Women Tech’s mission is to highlight, celebrate and educate women and the underrepresented in STEM industries. Conferences events and workshops bring together changemakers, pioneers, innovators, high-level speakers and attendees to explore ideas, discussions, and solutions for women and the underrepresented to succeed and thrive.

Initiatives/Programs / Academy/Camp

• DigiGirlz Day

  DigiGirlz Day is a Microsoft-sponsored, one-day event designed to provide middle and high school girls with a better understanding of career opportunities. This opportunity offers attendees career planning assistance, exercises, and Microsoft product demonstrations -- all while interacting with real Microsoft employees and managers. Previously, this event has taken place across the globe at Microsoft locations like Nashville, TN; San Diego, CA; and Cairo, Egypt, with future sites listed.

• DIY Girls

  DIY (“Do-It-Yourself”) Girls’ mission is to increase girls’ interest and success in technology, engineering and making through innovative educational experiences and mentor relationships. DIY Girls develops and implements educational programs and events designed to encourage engagement with technology, promote self-confidence and support aspiration to technical careers.

• Girls Can Code - Loc:

  The Girls Can Code is an internship that takes place in 3 different cities and is the perfect opportunity to meet other girls motivated by the programming and to progress together, each at its own pace. The internship will include programming exercises and some lectures given by women working in computer science.

• Ladies Learning Code - Loc:

  We are a not-for-profit organization with the mission to be the leading resource for women and youth to become passionate builders - not just consumers - of technology by learning technical skills in a hands-on, social, and collaborative way.

Initiatives/Programs / Conferences/Talks

• European Women In Technology

  A conference to inspire and connect women working in the tech industry. It offers interactive panels and deep-dive workshops, delivered by industry pioneers. Both men and women can attend to discuss issues relating to women in tech leadership, female founders, bridging the gender gap, non-technical women in tech and inspiring future generations of girls into the sector.

• Girls in Tech Catalyst Conference

  The highlight of Girls in Tech Catalyst is inspiring keynotes from female leaders. The conference also offers attendees authentic networking opportunities, a platform to exchange ideas and connect with other inspiring women. We’ll be layering in meaningful workshops and evening fun, including a kick-off cocktail party.

• Global Tech Women's Annual Voices Conference

  This annual free event is the only conference for women in technology held around the globe offering complete access for everyone to attend and to participate physically or virtually removing all barriers to participation. Representatives present individually and collectively to discuss, collaborate and celebrate the contributions of technical women.

• Johnson Women in Technology Conference

  The Johnson Women in Technology Conference (JWiT) is organized by the students of the Johnson Graduate School of Management at Cornell University. Designed to attract students and professionals alike, the event features engrossing panel discussions, valuable networking events, a pre-revenue pitch competition and more.

• SWE

  The Society of Women Engineers (SWE) is a not-for-profit educational and service organization that empowers women to succeed and advance in the field of engineering and to be recognized for their life-changing contributions as engineers and leaders. It promotes the annual conference for women engineers.

• Tech Up for Women

  Tech Up for Women is a one-day event for the advancement of women in technology through education, resourcing and networking. The event will focus on new technological advances, cyber security and different financing avenues for startups and privately held companies. This event will provide resources and opportunities for women to improve their digital literacy and successfully compete and disrupt gender imbalance in work environments. The purpose of the event is to take the fear factor out of technology and empower women.

• Watermark Conference for Women - Loc:

  The mission of the Conference for Women is to promote, communicate and amplify the influence of women in the workplace and beyond. At the annual nonpartisan, nonprofit conferences, it brings together thousands of active professionals to connect, renew, and find inspiration in the community.

• We RISE - Loc:

  We RISE is all about growing and showcasing women in technology. For two days, We RISE features women and allies doing amazing work from all over the world.

• Women in Tech Summit Series

  The Women in Tech Summit is a series of events that inspire, educate and connect women in the technology industry, from every level from students to senior executives. Events are held in Denver, Philadelphia, Raleigh-Durham, and Washington, D.C.

• Women of the Channel Leadership Summit WEST - Loc:

  Female leaders from across the channel — management, sales, marketing, technology and operations — come together to learn from one another and build new relationships.

• Women Who Tech

  Organizers of the yearly Women Who Tech TeleSummit, with talks by women in technology, startups, and social media. Creators of the #Women2Follow hashtag on Twitter.

Other Initiatives / Content

• InspirAda na Computação - Loc: - Lang: PT-BR only

  Collaborative blog to give voice to women in computing, science and technology. The blog aims to share content in order to inspire women to become interested in the tech area. It promotes the access to the tech knowledge and brings, as a result, the equality of opportunities.

• Made with Code

  Made with Code is an initiative launched by Google on 19 July 2014. Google's aim is to to empower young women in middle and high schools with computer programming skills. The website revolves around providing online activities for young girls to learn to code.

• OxenTIMenina

  They aim to connect girls and women with the opportunity to have experience and make technology no matter which social class they're come from, their knowlodge or anything that is considered a limitation.

• PrograMaria - Loc: - Lang: PT-BR only

  PrograMaria is an initiative to involve more girls and women in the tech and programming area. The content production and events are produced under three pillars: Inspire, Discuss and Learn.

• Womoz

  The Womoz Blog. Program updates and news from the women and Mozilla project.

Other Initiatives / Jobs

• Women in Tech

  Women in Technology is a commercial organization committed to assisting suitably qualified and experienced women in their search for career opportunities in information technology.

Organisation toolkits / Speakers

• AdaCamp Toolkit

  Ada Camp used to be a popular conference dedicated to increasing women’s participation in open technology and culture, but it's no longer run. However, they have released all their guides and resources in the form the open source AdaCamp Toolkit for those who want to organize their own feminist conferences.

Other Lists / Speakers

• awesome-diversity (⭐571)

  A curated list of amazingly awesome articles, websites and resources about diversity in technology.

• tech-gender-gap

  List of initiatives and information about women in tech as well as the industry's gender gap.

25. Awesome Vue

Resources / Tutorials

• Building Your First Advanced CRUD Application with Vue 2 (Video) by Peter van Meijgaard, Packt. (July 2017)

• 프론트엔드 개발자를 위한 Vue.js 입문서

• 누구나 다루기 쉬운 Vue.js (Video) on Inflearn by Captain Pangyo

26. Awesome Android

Android Services

• Remoter (⭐65) - An alternative to Android AIDL for Android Remote IPC services using plain java interfaces.

• Service Connector (⭐12) - Bind Android services and callbacks to fields and methods.

27. Mind Expanding Books

Politics

• Name: The New Jim Crow: Mass Incarceration in the Age of Colorblindness

  Author: Michelle Alexander

  Goodreads Rating: 4.49

  Year Published: 2010

Gender

• Name: Delusions of Gender: How Our Minds, Society, and Neurosexism Create Difference

  Author: Cordelia Fine

  Goodreads Rating: 4.15

  Year Published: 2010

28. Sublime Bookmarks

Fun stuff / Color Schemes

• Themer - tool for generating color schemes (and matching themes for your other development tools, including wallpaper) from your favorite colors.

29. Computer Science

Congratulations / Advanced math

• Pay attention to emerging technologies in the world of software development:
  • Explore the actor model through Elixir, a new functional programming language for the web based on the battle-tested Erlang Virtual Machine!
  • Explore borrowing and lifetimes through Rust, a systems language which achieves memory- and thread-safety without a garbage collector!
  • Explore dependent type systems through Idris, a new Haskell-inspired language with unprecedented support for type-driven development.

30. Awesome Machine Learning

C / Computer Vision

• CCV (⭐7.1k) - C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library.

C++ / General-Purpose Machine Learning

• DLib - A suite of ML tools designed to be easy to imbed in other applications.

• Stan - A probabilistic programming language implementing full Bayesian statistical inference with Hamiltonian Monte Carlo sampling.

Python / General-Purpose Machine Learning

• Shogun (⭐3k) - The Shogun Machine Learning Toolbox.

• XGBoost (⭐27k) - Python bindings for eXtreme Gradient Boosting (Tree) Library.

• Bayesian Methods for Hackers (⭐27k) - Book/iPython notebooks on Probabilistic Programming in Python.

• Featureforge (⭐381) A set of tools for creating and testing machine learning features, with a scikit-learn compatible API.

• thinking bayes (⭐1.7k) - Book on Bayesian Analysis.

• nilearn (⭐1.2k) - Machine learning for NeuroImaging in Python.

• Theano (⭐9.9k) - Optimizing GPU-meta-programming code generating array oriented optimizing math compiler in Python.

• TensorFlow (⭐188k) - Open source software library for numerical computation using data flow graphs.

• Neural Networks and Deep Learning (⭐16k) - Code samples for my book "Neural Networks and Deep Learning" [DEEP LEARNING].

• Annoy (⭐13k) - Approximate nearest neighbours implementation.

• skbayes (⭐515) - Python package for Bayesian Machine Learning with scikit-learn API.

• Xcessiv (⭐1.3k) - A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling.

C++ / Natural Language Processing

• BLLIP Parser (⭐226) - BLLIP Natural Language Parser (also known as the Charniak-Johnson parser).

Common Lisp / General-Purpose Machine Learning

• cl-online-learning (⭐50) - Online learning algorithms (Perceptron, AROW, SCW, Logistic Regression).

• cl-random-forest (⭐60) - Implementation of Random Forest in Common Lisp.

Clojure / Natural Language Processing

• Clojure-openNLP (⭐755) - Natural Language Processing in Clojure (opennlp).

• Infections-clj (⭐219) - Rails-like inflection library for Clojure and ClojureScript.

Clojure / Data Visualization

• Envision (⭐78) - Clojure Data Visualisation library, based on Statistiker and D3.

Go / General-Purpose Machine Learning

• gobrain (⭐565) - Neural Networks written in Go.

Java / General-Purpose Machine Learning

• Datumbox (⭐1.1k) - Machine Learning framework for rapid development of Machine Learning and Statistical applications.

• htm.java (⭐312) - General Machine Learning library using Numenta’s Cortical Learning Algorithm.

• Mahout (⭐2.2k) - Distributed machine learning.

• rapaio (⭐72) - statistics, data mining and machine learning toolbox in Java.

• RapidMiner - RapidMiner integration into Java code.

Java / Data Analysis / Data Visualization

• Impala (⭐34) - Real-time Query for Hadoop.

Java / Deep Learning

• Deeplearning4j (⭐14k) - Scalable deep learning for industry with parallel GPUs.

JavaScript / Natural Language Processing

• Twitter-text (⭐3.1k) - A JavaScript implementation of Twitter's text processing library.

• natural (⭐11k) - General natural language facilities for node.

• Knwl.js (⭐5.3k) - A Natural Language Processor in JS.

JavaScript / General-Purpose Machine Learning

• figue - K-means, fuzzy c-means and agglomerative clustering.

• Gaussian Mixture Model (⭐26) - Unsupervised machine learning with multivariate Gaussian mixture model.

• mil-tokyo - List of several machine learning libraries.

• Synaptic (⭐6.9k) - Architecture-free neural network library for Node.js and the browser.

• kNear (⭐48) - JavaScript implementation of the k nearest neighbors algorithm for supervised learning.

• Pavlov.js (⭐502) - Reinforcement learning using Markov Decision Processes.

Julia / General-Purpose Machine Learning

• MLBase (⭐186) - A set of functions to support the development of machine learning algorithms.

• DA (⭐10) - Julia package for Regularized Discriminant Analysis.

• Mixed Models (⭐419) - A Julia package for fitting (statistical) mixed-effects models.

• Decision Tree (⭐8) - Decision Tree Classifier and Regressor.

• Neural (⭐47) - A neural network in Julia.

• Mamba (⭐255) - Markov chain Monte Carlo (MCMC) for Bayesian analysis in Julia.

• GLM (⭐606) - Generalized linear models in Julia.

• Gaussian Processes (⭐310) - Julia package for Gaussian processes.

• GLMNet (⭐96) - Julia wrapper for fitting Lasso/ElasticNet GLM models using glmnet.

• Kernel Density (⭐184) - Kernel density estimators for Julia.

• NMF (⭐90) - A Julia package for non-negative matrix factorization.

• XGBoost (⭐290) - eXtreme Gradient Boosting Package in Julia.

• ManifoldLearning (⭐92) - A Julia package for manifold learning and nonlinear dimensionality reduction.

• Merlin (⭐145) - Flexible Deep Learning Framework in Julia.

• ROCAnalysis (⭐32) - Receiver Operating Characteristics and functions for evaluation probabilistic binary classifiers.

• GaussianMixtures (⭐99) - Large scale Gaussian Mixture Models.

• ScikitLearn (⭐549) - Julia implementation of the scikit-learn API.

• Knet (⭐1.4k) - Koç University Deep Learning Framework.

Julia / Data Analysis / Data Visualization

• Graph Layout (⭐45) - Graph layout algorithms in pure Julia.

• LightGraphs (⭐671) - Graph modelling and analysis.

• Hypothesis Tests (⭐305) - Hypothesis tests for Julia.

• RDataSets (⭐162) - Julia package for loading many of the data sets available in R.

• Time Series (⭐360) - Time series toolkit for Julia.

• Sampling (⭐1) - Basic sampling algorithms for Julia.

Julia / Misc Stuff / Presentations

• JuliaCon Presentations (⭐69) - Presentations for JuliaCon.

• Images (⭐537) - An image library for Julia.

Lua / Demos and Scripts

• Atari2600 (⭐18) - Scripts to generate a dataset with static frames from the Arcade Learning Environment.

Matlab / Computer Vision

• Bandlets - MATLAB code for bandlet transform.

Matlab / General-Purpose Machine Learning

• Training a deep autoencoder or a classifier on MNIST digits - Training a deep autoencoder or a classifier on MNIST digits[DEEP LEARNING].

Python / Natural Language Processing

• Quepy (⭐1.3k) - A python framework to transform natural language questions to queries in a database query language.

• python-ucto (⭐29) - Python binding to ucto (a unicode-aware rule-based tokenizer for various languages).

• Fuzzy Wuzzy (⭐9.2k) - Fuzzy String Matching in Python.

• textacy (⭐2.2k) - higher-level NLP built on Spacy.

• CLTK (⭐846) - The Classical Language Toolkit.

• yase (⭐13) - Transcode sentence (or other sequence) to list of word vector.

• Polyglot (⭐2.3k) - Multilingual text (NLP) processing toolkit.

• DrQA (⭐4.5k) - Reading Wikipedia to answer open-domain questions.

Python / Data Analysis / Data Visualization

• vispy (⭐3.4k) - GPU-based high-performance interactive OpenGL 2D/3D data visualization library.

• SparklingPandas (⭐362) Pandas on PySpark (POPS).

• bqplot (⭐3.6k) - An API for plotting in Jupyter (IPython).

Python / Misc Scripts / iPython Notebooks / Codebases

• Diffusion Segmentation (⭐2) - A collection of image segmentation algorithms based on diffusion methods.

• Scipy Tutorials (⭐2) - SciPy tutorials. This is outdated, check out scipy-lecture-notes.

• Crab (⭐87) - A recommendation engine library for Python.

• BayesPy (⭐108) - Bayesian Inference Tools in Python.

• scikit-learn tutorials (⭐130) - Series of notebooks for learning scikit-learn.

• group-lasso (⭐39) - Some experiments with the coordinate descent algorithm used in the (Sparse) Group Lasso model.

• mne-python-notebooks (⭐27) - IPython notebooks for EEG/MEG data processing using mne-python.

• Neon Course (⭐93) - IPython notebooks for a complete course around understanding Nervana's Neon.

• pandas cookbook (⭐6.7k) - Recipes for using Python's pandas library.

• climin (⭐182) - Optimization library focused on machine learning, pythonic implementations of gradient descent, LBFGS, rmsprop, adadelta and others.

Python / Kaggle Competition Source Code

• wiki challenge (⭐11) - An implementation of Dell Zhang's solution to Wikipedia's Participation Challenge on Kaggle.

• kaggle insults (⭐150) - Kaggle Submission for "Detecting Insults in Social Commentary".

• kaggle_acquire-valued-shoppers-challenge (⭐66) - Code for the Kaggle acquire valued shoppers challenge.

• kaggle-cifar (⭐44) - Code for the CIFAR-10 competition at Kaggle, uses cuda-convnet.

• kaggle-blackbox (⭐116) - Deep learning made easy.

• kaggle-accelerometer (⭐15) - Code for Accelerometer Biometric Competition at Kaggle.

• kaggle-advertised-salaries (⭐55) - Predicting job salaries from ads - a Kaggle competition.

• kaggle amazon (⭐25) - Amazon access control challenge.

• kaggle-bestbuy_big (⭐8) - Code for the Best Buy competition at Kaggle.

• Kaggle Dogs vs. Cats (⭐66) - Code for Kaggle Dogs vs. Cats competition.

• Kaggle Galaxy Challenge (⭐498) - Winning solution for the Galaxy Challenge on Kaggle.

• Kaggle Gender (⭐21) - A Kaggle competition: discriminate gender based on handwriting.

• Kaggle Merck (⭐10) - Merck challenge at Kaggle.

• Kaggle Stackoverflow (⭐45) - Predicting closed questions on Stack Overflow.

• wine-quality (⭐25) - Predicting wine quality.

Ruby / Natural Language Processing

• UEA Stemmer (⭐54) - Ruby port of UEALite Stemmer - a conservative stemmer for search and indexing.

Ruby / General-Purpose Machine Learning

• Awesome Machine Learning with Ruby (⭐2.1k) - Curated list of ML related resources for Ruby.

• rb-libsvm (⭐278) - Ruby language bindings for LIBSVM which is a Library for Support Vector Machines.

Ruby / Data Analysis / Data Visualization

• rsruby (⭐333) - Ruby - R bridge.

R / General-Purpose Machine Learning

• biglasso - biglasso: Extending Lasso Model Fitting to Big Data in R.

• XGBoost.R (⭐574) - R binding for eXtreme Gradient Boosting (Tree) Library.

Scala / Data Analysis / Data Visualization

• Scalding (⭐3.5k) - A Scala API for Cascading.

• Summing Bird (⭐2.1k) - Streaming MapReduce with Scalding and Storm.

• Algebird (⭐2.3k) - Abstract Algebra for Scala.

Scala / General-Purpose Machine Learning

• Conjecture (⭐360) - Scalable Machine Learning in Scalding.

• brushfire (⭐392) - Distributed decision tree ensemble learning in Scala.

• DynaML (⭐201) - Scala Library/REPL for Machine Learning Research.

Swift / General-Purpose Machine Learning

• Swift Brain (⭐334) - The first neural network / machine learning library written in Swift. This is a project for AI algorithms in Swift for iOS and OS X development. This project includes algorithms focused on Bayes theorem, neural networks, SVMs, Matrices, etc...

TensorFlow / General-Purpose Machine Learning

• Awesome TensorFlow (⭐17k) - A list of all things related to TensorFlow.

31. Awesome Bigdata

Search engine and framework

• Vespa - is an engine for low-latency computation over large data sets. It stores and indexes your data such that queries, selection and processing over the data can be performed at serving time.

32. Awesome Wagtail

Apps / E-commerce

• django-oscar-wagtail (⭐104) - Wagtail integration for Oscar Commerce (or Oscar Commerce integration for Wagtail?).

Apps / Forms

• wagtailstreamforms (⭐4) - Build forms in Wagtail's admin for use in streamfields.

Resources / Videos

• Wagtail screencasts: Creating and displaying pages in Wagtail - This video will show you how to create and display pages using the Wagtail CMS.

33. Awesome Remote Job

Job boards aggregators

• Google Jobs – Aggregates from multiple boards and employer sites with sensitivity to location, job type, and more. Find out how to use it here.

34. Awesome Hacking Locations

Spain 🇪🇸 / Barcelona

Frenesi Cafe

Small cozy coffee shop with comfortable sits and lots of plugs (even USB plugs)

Webpage: http://frenesicafe.com

United States 🇺🇸 / New York

Ground Support Cafe

Great spot in Soho for getting things done and feeling like you belong with the cool soho crowd

Webpage: http://www.groundsupportcafe.com/

35. Awesome Php

Table of Contents / Architectural

• Porter (⭐613) - Data import abstraction library for consuming Web APIs and other data sources.

36. Bots

Discord / C#

• DSharpPlus (⭐1)

Discord / Go

• Discordgo (⭐3.8k)

Tutorials / Go

• Design Framework For Chatbots

• UX of Chatbots

Testing / Go

• ChatbotTest - Chatbottest is an open source guide that helps you identify chatbot's design issues under 7 different categories.

• BotTesting - Test your bot! Send your email and bot link to us, we’ll examine your bot’s performance and usability

37. Awesome Gbdev

Related projects / Syntax highlighting packages

• ArduinoBoy (⭐321) - Serial communication (MIDI) from an Arduino to the Game Boy for music applications such as LittleSoundDJ, Nanoloop, and mGB.

• gb-save-states (⭐155) - Patches to add save state support to Game Boy games when playing on the original hardware.

38. Awesome Fp Js

Resources / Videos

• Functional Programming Basics In ES6 - A complete introduction to functional programming in javascript made it easy by ES6.

39. Awesome Iot

Articles / JavaScript on Things: Hardware for Web Developers (2018 - est.) by Lyza Danger Gardner [early access book]

• The IoT Testing Atlas - A testing methodology for managing the permutations of parameters while testing an IoT based product.

40. Awesome Emails

Cheatsheets / Misc

• Rico's cheatsheet - Rico's cheatsheet for HTML email.

41. Awesome Cyclejs

Learn / Example Applications

• jefersondaniel/cyclejs-notes (⭐5) - Notes app using Cycle.js and Orbit.js https://jefersondaniel.com/cyclejs-notes

Libraries / Drivers

• unhappychoice/cycle-pusher ★1 (⭐5) - A Cycle.js driver for Pusher

42. Awesome Algorithms

Online Judges / Randomized Algorithms

• A2 Online Judge - Online Judge and problem archive.

43. Awesome Microservices

Frameworks / Runtimes

• ScaleCube (⭐617) - Toolkit for building reactive microservices for the JVM: low-latency, high-throughput, scalable and resilient.

44. Free Programming Books (English, By Programming Language)

Oberon / PicoLisp

• Object-Oriented Programming in Oberon-2 - Hanspeter Mössenböck (PDF)

Python / Django

• Django Girls Tutorial (1.11)

45. Awesome Projects Boilerplates

Websites

• HTML5 UP! Responsive HTML5 and CSS3 Site Templates.

46. Awesome Cl

Apps / Third-party APIs

• Check-it (⭐54) - A QuickCheck-style randomized property-based testing. LLGPL.

47. Awesome Serverless

Professional services

• OneSpeed - Agency.

48. Awesome Vehicle Security

Books

• 2016 Car Hacker's Handbook - Latest version of the Car Hacker's handbook with updated information to hack your own vehicle and learning vehicle security. For a physical copy as well unlimited PDF, MOBI, and EPUB copies of the book, buy it at No Starch Press. Sections are available online here.

Blogs

• Keen Security Lab Blog - Blog created by Keen Security Lab of Tencent that posts research on car security.

49. Awesome Shell

Command-Line Productivity

• AdvancedNewFile (⭐243) - Fast creation of files and directories in a recursive way. Inspired by the Vim plugin.

50. Awesome Dev Fun

Esoteric languages

• Spooky (⭐150) - The Programming Language of Fear 🌚.

51. Awesome Framer

Modules

• Framer Slider (⭐42) - Module that allows you to design sliders and then bring them to life, without losing customizability. Appearance and logic—separated.

52. Awesome Regression Testing

Browser automation

• Cypress.io - An automation framework that runs in-browser.

53. Tips

Remove sensitive data from history, after a push

git filter-branch --force --index-filter 'git rm --cached --ignore-unmatch <path-to-your-file>' --prune-empty --tag-name-filter cat -- --all && git push origin --force --all

54. Awesome Diversity

Organizations

• GoodForPoc (⭐58) - List of inclusive companies for people of color in tech.

55. Awesome Opensource Apps

Laravel

• Name: Admin Architect (⭐205)

  Description: Administration Framework. Active Admin for Laravel

  Link: http://adminarchitect.com

56. Awesome Rest

Java / Symfony2

• Dropwizard (⭐8.5k) - A framework for developing ops-friendly, high-performance, RESTful web services.

57. Awesome Dotnet Core

Frameworks, Libraries and Tools / Logging

• SEQ - Seq collects data over HTTP, while your applications use the best available structured logging APIs for your platform.

Frameworks, Libraries and Tools / Serialization

• Utf8Json (⭐2.4k) - Definitely Fastest and Zero Allocation JSON Serializer for C#(NET, .NET Core, Unity, Xamarin).

58. Awesome Theravada

Places / Monasteries

• Dhammapala - Kandersteg, Switzerland - Quiet monastery in the mountains.

59. Awesome Uncopyright

Resources

• Uncopyright: All Rights Released - Hub for the uncopyright movement, with lists of works, questions, answers, and other information.

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