Awesome List Updates on Jul 28 - Aug 03, 2014

20 awesome lists updated this week.

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1. Awesome Datascience

Facebook Accounts / Book Deals (Affiliated) 🛍

• Data

• Big Data Scientist

• Data Science Academy

• Facebook Data Science Page

• Data Science London

• Data Science Technology and Corporation

• Data Science - Closed Group

• Center for Data Science

2. Awesome Selenium

Driver / Desktop (browsers)

• Chrome - ChromeDriver is a standalone server which implements WebDriver's wire protocol for Chromium.

Driver / Mobile (browsers and apps)

• Selendroid - Selendroid is based on the Android instrumentation framework.

Cloud Services / Desktop GUI Automation (non-browser-centric)

• Sauce Labs - Cross browser testing made awesome. Selenium testing, mobile testing, JS unit testing on 300+ OS/browser platforms. Get started for free.

• TestingBot - TestingBot provides easy cross browser testing with Selenium in the cloud.

3. Awesome D

Organizations

• Circular Studios - We are a group of game developers at Rochester Institute of Technology building games and game tech. Hosts Dash (⭐419), a 3D game engine written in D, and other related libs.

4. Awesome Ocaml

Algorithms and Data Structures

• OCamlgraph (⭐226) – A generic graph library for OCaml.

Application Libraries

• Batteries Included (⭐514) – A community-maintained foundation library for your OCaml projects.

• Cmdliner (⭐286) – Declarative definition of command line interfaces for OCaml.

• React – React is an OCaml module for functional reactive programming (FRP). It provides support for programs with time-varying values, declarative events, and signals.

• easy-format (⭐41) – Pretty-printing library for OCaml.

• ocaml-rpc (⭐95) – Light library to deal with RPCs in OCaml.

Books

• How to Think Like a (Functional) Programmer by Allen Downey and Nicholas Monje – How to Think Like a Computer Scientist is an introductory programming textbook based on the OCaml language. It is a modified version of Think Python by Allen Downey. It is intended for newcomers to programming and also those who know some programming but want to learn programming in the function-oriented paradigm, or those who simply want to learn OCaml.

• OCaml from the Very Beginning by J. Whitington - OCaml from the Very Beginning will appeal both to new programmers and experienced programmers eager to explore functional languages such as OCaml.

• Real World OCaml by Y. Minsky, A. Madhavapeddy, and J. Hickey - Functional Programming for the masses.

Developer Tools

• ghim (⭐19) – A command-line tool to manage Github Issues.

Exercises and Short Examples

• Rosetta Code

General

• Functional Programming with OCaml

• Python to OCaml: retrospective

• OCaml for the Masses

• Xen – OCaml Coding Considerations

• Monads are a class of hard drugs

• Beginner's guide to OCaml

• Why OCaml, why now?

• A blog about game development in OCaml

Graphics

• 2D
  • archimedes — 2D plotting library.
  • cairo2 (⭐54) — Binding to Cairo, a 2D Vector Graphics Library. Integrates well with lablgtk.
  • Vg (⭐86) – Declarative 2D vector graphics for OCaml.

• 3D
  • glMLite (⭐18) — OpenGL bindings for OCaml. Provides an (experimental) functional API. (homepage)
  • lablgl — Interface to OpenGL. Integrates well with lablgtk.
  • tgls — Thin bindings OpenGL 3.{2,3},4.{0,1,2,3,4} and OpenGL ES {2,3}.

Language-related

• Higher-Rank Polymorphism in OCaml

• mikmatch (⭐22) – OCaml pattern-matching extended with regexps

Logging

• dolog (⭐38) – A dumb OCaml logger.

• Volt (⭐8) – A variant of the Bolt OCaml logging tool.

Networking

• ocaml-dns (⭐103) – A pure OCaml implementation of the DNS protocol.

Online Courses

• Princeton University - Functional programming in OCaml.

Security and Cryptography

• ocaml-tls (⭐292) – TLS in pure OCaml.

Serialization

• bencode (⭐23) — Bencode (.torrent file format) reader/writer.

• biniou (⭐43) – Extensible binary data format, like JSON but faster.

• jsonm — Non-blocking streaming JSON codec for OCaml.

• xmlm — A streaming codec to decode and encode the XML data format.

System Programming

• Mirage OS (⭐2.5k) – Mirage is a programming framework for constructing secure, high-performance network applications across a variety of cloud computing and mobile platforms.

• ocaml-fat (⭐26) – Read and write FAT-format filesystems from OCaml.

• ocaml-git (⭐363) – Pure OCaml low-level git bindings.

• ocaml-vchan (⭐46) – Pure OCaml implementation of the "vchan" shared-memory communication protocol.

Testing

• QCheck (⭐343) — QCheck is a property testing library inspired from Haskell's QuickCheck

Web Development

• Open Source Projects:
  • Cumulus (⭐49) – Hacker news like website with the OCaml framework Ocsigen

5. Awesome Devenv

Admins

• MongoHub (⭐2.4k) - Native OSx client for mongo

Benchmarking

• redis-faina (⭐1.7k) Instagram's Redis counter/timing stats based on the MONITOR command

Intellij

• keymap (⭐9) - a hybrid Vim/ReSharper/Intellij keymap

6. Awesome Php

Table of Contents / Passwords

• Zxcvbn PHP (⭐820) - A realistic PHP password strength estimate library based on Zxcvbn JS.

7. Awesome Algorithms

Github Libraries / Randomized Algorithms

• Objective-C
  • by @ EvgenyKarkan (⭐2.4k)

8. Awesome Nodejs

Packages / Text

• detect-indent (⭐195) - Detect the indentation of code.

Packages / Parsing

• JSONStream (⭐1.9k) - Streaming JSON.parse and stringify.

9. Awesome Cpp

Compiler

• LLVM - Collection of modular and reusable compiler and toolchain technologies.

Articles

• C++Now 2014 Presentations (⭐432) - Presentation materials presented at C++Now 2014.

• C++Now 2013 Presentations (⭐189) - Presentation materials presented at C++Now 2013.

• C++Now 2012 Presentations (⭐171) - Presentation materials presented at C++Now 2012.

Other Awesome Projects

• awesome-talks (⭐6.1k) - A lot of screencasts, recordings of user group gatherings and conference talks.

10. Awesome Play1

Misc

• Using Luo's cache4 annotation

11. Awesome Clojure

Database

• cravendb (⭐61)

Literate Programming

• marginalia (⭐803)

12. Awesome Machine Learning

Java / General-Purpose Machine Learning

• Meka - An open source implementation of methods for multi-label classification and evaluation (extension to Weka).

Python / Natural Language Processing

• jieba (⭐33k) - Chinese Words Segmentation Utilities.

Python / General-Purpose Machine Learning

• pyhsmm (⭐546) - library for approximate unsupervised inference in Bayesian Hidden Markov Models (HMMs) and explicit-duration Hidden semi-Markov Models (HSMMs), focusing on the Bayesian Nonparametric extensions, the HDP-HMM and HDP-HSMM, mostly with weak-limit approximations.

• SKLL (⭐551) - A wrapper around scikit-learn that makes it simpler to conduct experiments.

13. Magictools

Books / Voxel Editors

• Artificial Intelligence for Games

• Game Coding Complete

• Game Development Essentials: Game Level Design

• Game Mechanics: Advanced Game Design

• Nature of Code

14. Android Security Awesome

Tools / Online Analyzers

• AndroTotal

Tools / Misc Tools

• smalihook

15. Awesome Perl

Module Development / NoSQL Databases

• Minilla - CPAN module authoring tool

Reverse Engineering / Middlewares

• t3chnoboy/awesome-awesome-awesome (⭐1.9k)

16. Awesome Erlang

Logging

• lager_amqp_backend (⭐33) - AMQP RabbitMQ Lager backend.

• lager_smtp (⭐13) - SMTP backend for lager.

• logplex (⭐986) - Heroku log router.

Algorithms and Datastructures

• riak_dt (⭐336) - Erlang library of state based CRDTs.

17. Awesome R

Reproducible Research

• rapport - An R templating system.

Machine Learning

• arules - Mining Association Rules and Frequent Itemsets

• bmrm - Bundle Methods for Regularized Risk Minimization Package

• Boruta - A wrapper algorithm for all-relevant feature selection

• bst - Gradient Boosting

• C50 - C5.0 Decision Trees and Rule-Based Models

• Cubist - Rule- and Instance-Based Regression Modeling

• earth - Multivariate Adaptive Regression Spline Models

• elasticnet - Elastic-Net for Sparse Estimation and Sparse PCA

• evtree - Evolutionary Learning of Globally Optimal Trees

• frbs - Fuzzy Rule-based Systems for Classification and Regression Tasks

• gamboostLSS - Boosting Methods for GAMLSS

• gbm - Generalized Boosted Regression Models

• GMMBoost - Likelihood-based Boosting for Generalized mixed models

• grplasso - Fitting user specified models with Group Lasso penalty

• hda - Heteroscedastic Discriminant Analysis

• ipred - Improved Predictors

• klaR - Classification and visualization

• lars - Least Angle Regression, Lasso and Forward Stagewise

• lasso2 - L1 constrained estimation aka ‘lasso’

• LiblineaR - Linear Predictive Models Based On The Liblinear C/C++ Library

• LogicReg - Logic Regression

• maptree - Mapping, pruning, and graphing tree models

• mboost - Model-Based Boosting

• mvpart - Multivariate partitioning

• nnet - eed-forward Neural Networks and Multinomial Log-Linear Models

• oblique.tree - Oblique Trees for Classification Data

• pamr - Pam: prediction analysis for microarrays

• party - A Laboratory for Recursive Partytioning

• partykit - A Toolkit for Recursive Partytioning

• penalizedLDA - Penalized classification using Fisher's linear discriminant

• penalizedSVM - Feature Selection SVM using penalty functions

• rda - Shrunken Centroids Regularized Discriminant Analysis

• rdetools - Relevant Dimension Estimation (RDE) in Feature Spaces

• relaxo - Relaxed Lasso

• rgenoud - R version of GENetic Optimization Using Derivatives

• rgp - R genetic programming framework

• ROCR - Visualizing the performance of scoring classifiers

• RoughSets - Data Analysis Using Rough Set and Fuzzy Rough Set Theories

• rpart - Recursive Partitioning and Regression Trees

• RPMM - Recursively Partitioned Mixture Model

• RWeka - R/Weka interface

• sda - Shrinkage Discriminant Analysis and CAT Score Variable Selection

• SDDA - Stepwise Diagonal Discriminant Analysis

• svmpath - svmpath: the SVM Path algorithm

• tgp - Bayesian treed Gaussian process models

• tree - Classification and regression trees

• varSelRF - Variable selection using random forests

Bayesian

• coda - Output analysis and diagnostics for MCMC.

• mcmc - Markov Chain Monte Carlo.

• MCMCpack - Markov chain Monte Carlo (MCMC) Package.

• R2WinBUGS - Running WinBUGS and OpenBUGS from R / S-PLUS.

• BRugs - R interface to the OpenBUGS MCMC software.

Finance

• TTR - Functions and data to construct technical trading rules with R.

• PerformanceAnalytics - Econometric tools for performance and risk analysis.

• xts - eXtensible Time Series.

• tseries - Time series analysis and computational finance.

• fAssets - Analysing and Modelling Financial Assets.

Bioinformatics and Biostatistics

• genetics - Classes and methods for handling genetic data.

• gap - An integrated package for genetic data analysis of both population and family data.

• ape - Analyses of Phylogenetics and Evolution.

18. Awesome Javascript

Package Managers

• spm (⭐904) - Brand new static package manager.

QA Tools / Runner

• JSHint (⭐9k) - JSHint is a tool that helps to detect errors and potential problems in your JavaScript code.

• jsfmt (⭐1.7k) - For formatting, searching, and rewriting JavaScript.

• buddy.js (⭐867) - Magic number detection for JavaScript.

Editors / Runner

• bootstrap-wysiwyg (⭐5.6k) - Tiny bootstrap-compatible WYSIWYG rich text editor.

Files / Runner

• jBinary (⭐541) - High-level I/O (loading, parsing, manipulating, serializing, saving) for binary files with declarative syntax for describing file types and data structures.

Control Flow / Runner

• contra (⭐773) - Asynchronous flow control with a functional taste to it.

Maps / Other

• Cesium (⭐12k) - Open Source WebGL virtual globe and map engine.

Animations / Other

• bounce.js (⭐6.2k) - Create tasty CSS3 powered animations in no time.

19. Sublime Bookmarks

Extensions / Client Side Profile

• GutterColor (⭐487) — displays color sample in the gutter for each line in CSS containing color code.

20. Awesome Dotnet

Application Frameworks

• ASP.NET Boilerplate (⭐12k) - A starting point for new modern ASP.NET MVC web applications with best practices and most popular tools.

IoC

• Spring.Net (⭐844) - Spring.NET is an open source application framework that makes building enterprise .NET applications easier

GUI

• Callisto (⭐338) - A control toolkit for Windows 8 XAML applications. Contains some UI controls to make it easier to create Windows UI style apps for the Windows Store in accordance with Windows UI guidelines.

Mail

• MailKit (⭐6.1k) - A complete cross-platform mail stack including IMAP, POP3, SMTP, authentication and more. Built on top of MimeKit.

• MimeKit (⭐1.8k) - A cross-platform .NET MIME creation and parser library with support for S/MIME, PGP, TNEF and Unix mbox spools.

Profiler

• MiniProfiler (⭐2.9k) - A simple but effective mini-profiler for ASP.NET websites

• Glimpse (⭐2.3k) - The open source diagnostics platform for the web

Scheduling

• QuartzNet (⭐6.4k) - Quartz Enterprise Scheduler .NET

Template Engine

• RazorEngine (⭐2.1k) - Open source templating engine based on Microsoft's Razor parsing engine

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