Awesome List Updates on Jul 16, 2014

9 awesome lists updated today.

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1. Awesome Html5

Websites and resources / Websites

• W3C Highlights form June 2014

2. Awesome Clojure

Guides

• clojure-cookbook (⭐2.6k)

• A Brief Beginner's Guide To Clojure

3. Awesome Algorithms

Github Libraries / Randomized Algorithms

• CoffeeScript (⭐36)

4. Awesome Javascript

Animations / Other

• GreenSock-JS (⭐19k) - High-performance HTML5 animations that work in all major browsers.

5. Awesome Play1

Misc

• Using Play's controller with a nice roundup about caching, expiration and eTags

6. Awesome Dotnet

API

• WebAPI Contrib (⭐767) - Collection of open source projects to help improve your work with ASP.NET Web API

Assets

• Cassette (⭐536) - Manages .NET web application assets (scripts, css and templates)

• Bundler (⭐263) - Compile & Minify Less/Sass/Stylus/Css/JS/CoffeeScript/LiveScript files. Integrates with MVC and ServiceStack

Build Automation

• Psake (⭐1.6k) - .NET-based build automation tool written in PowerShell

Caching

• CacheCow (⭐846) - An ASP.NET Web API HTTP caching implementation both on client and server

Code Analysis and Metrics

• Gendarme (⭐78) - Extensible rule-based tool to find problems in .NET applications and libraries

Database Drivers

• MySQL Connector - Connector/Net is a fully-managed ADO.NET driver for MySQL

Internationalization

• i18n (⭐557) - Smart internationalization for ASP.NET MVC

IoC

• Castle Windsor (⭐1.5k) - Castle Windsor is best of breed, mature Inversion of Control container available for .NET and Silverlight

• Autofac (⭐4.4k) - An addictive .NET IoC container

Logging

• Log4Net - The Apache log4net library is a tool to help the programmer output log statements to a variety of output targets

ORM

• Dapper Extensions (⭐1.8k) - Small library that complements Dapper by adding basic CRUD operations (Get, Insert, Update, Delete) for your POCOs

• NHibernate - NHibernate Object Relational Mapper

Queue

• NServiceBus (⭐2.1k) - The most popular service bus for .NET

• NetMQ (⭐2.9k) - NetMQ is 100% native C# port of ZeroMQ

SDK and API Clients

• AWS SDK (⭐2k) - The AWS SDK for .NET enables .NET developers to easily work with Amazon Web Services

• Octokit.NET (⭐2.7k) - A GitHub API client library for .NET

Testing

• AutoFixture (⭐3.3k) - AutoFixture is an open source framework for .NET designed to minimize the 'Arrange' phase of your unit tests

Web Servers

• EmbedIO (⭐1.4k) - Web server built on Mono and cross-platform

WebSocket

• Fleck (⭐2.3k) - Fleck is a WebSocket server implementation in C#. Branched from the Nugget project

• Websocket-Sharp (⭐5.6k) - A C# implementation of the WebSocket protocol client and server

7. Awesome Devenv

Presentation / Extensions

• reveal.js (⭐62k) - markdown based presentation on your browser

• deck.js (⭐5.4k) - markdown based presentation on your browser

Terminal / Extensions

• fasd (⭐5.8k) Command-line productivity booster, offers quick access to files and directories.

8. Awesome Fortran

Math Libs

• BLAS - application programming interface standard for publishing libraries to perform basic linear algebra operations such as vector and matrix multiplication.

• CERNLIB - The CERN Program Library is a large collection of general purpose libraries and modules maintained and offered in both source and object code form on the CERN central computers

• EISPACK - a software library for numerical computation of eigenvalues and eigenvectors of matrices, written in FORTRAN

JSON Manipulation

• FSON (⭐56) - Fortran 95 JSON Parser.

• json-fortran (⭐274) - A Fortran 2008 JSON API.

XML Manipulation

• fox (⭐52) - Fortran XML library

9. Awesome Machine Learning

Clojure / Data Analysis

• Incanter - Incanter is a Clojure-based, R-like platform for statistical computing and graphics.

Java / Natural Language Processing

• MALLET - A Java-based package for statistical natural language processing, document classification, clustering, topic modelling, information extraction, and other machine learning applications to text.

• OpenNLP - A machine learning based toolkit for the processing of natural language text.

• LingPipe - A tool kit for processing text using computational linguistics.

Java / Data Analysis / Data Visualization

• Spark (⭐39k) - Spark is a fast and general engine for large-scale data processing.

JavaScript / Data Analysis / Data Visualization

• NVD3.js

• dimple

Julia / General-Purpose Machine Learning

• PGM (⭐52) - A Julia framework for probabilistic graphical models.

• Clustering (⭐351) - Basic functions for clustering data: k-means, dp-means, etc.

Julia / Data Analysis / Data Visualization

• Distributions (⭐1.1k) - A Julia package for probability distributions and associated functions.

Lua / General-Purpose Machine Learning

• Numeric Lua

Lua / Demos and Scripts

• Core torch7 demos repository (⭐43).
  • linear-regression, logistic-regression
  • face detector (training and detection as separate demos)
  • mst-based-segmenter
  • train-a-digit-classifier
  • train-autoencoder
  • optical flow demo
  • train-on-housenumbers
  • train-on-cifar
  • tracking with deep nets
  • kinect demo
  • filter-bank visualization
  • saliency-networks

• Training a Convnet for the Galaxy-Zoo Kaggle challenge(CUDA demo) (⭐35)

• torch-datasets (⭐37) - Scripts to load several popular datasets including:
  • BSR 500
  • CIFAR-10
  • COIL
  • Street View House Numbers
  • MNIST
  • NORB

Matlab / Computer Vision

• Contourlets - MATLAB source code that implements the contourlet transform and its utility functions.

• Curvelets - The Curvelet transform is a higher dimensional generalization of the Wavelet transform designed to represent images at different scales and different angles.

.NET / Natural Language Processing

• Stanford.NLP for .NET (⭐595) - A full port of Stanford NLP packages to .NET and also available precompiled as a NuGet package.

Python / Computer Vision

• SimpleCV - An open source computer vision framework that gives access to several high-powered computer vision libraries, such as OpenCV. Written on Python and runs on Mac, Windows, and Ubuntu Linux.

Python / Natural Language Processing

• Rosetta (⭐206) - Text processing tools and wrappers (e.g. Vowpal Wabbit)

Python / General-Purpose Machine Learning

• MLlib in Apache Spark - Distributed machine learning library in Spark

• BigML - A library that contacts external servers.

• Restricted Boltzmann Machines (⭐943) -Restricted Boltzmann Machines in Python. [DEEP LEARNING]

Python / Misc Scripts / iPython Notebooks / Codebases

• Sarah Palin LDA (⭐10) - Topic Modelling the Sarah Palin emails.

• sentiment-analyzer (⭐52) - Tweets Sentiment Analyzer

Python / Kaggle Competition Source Code

• kaggle-bestbuy_small (⭐6)

Ruby / General-Purpose Machine Learning

• CardMagic-Classifier (⭐660) - A general classifier module to allow Bayesian and other types of classifications.

Ruby / Data Analysis / Data Visualization

• Bioruby (⭐377)

Ruby / Misc

• Big Data For Chimps (⭐169)

Scala / Data Analysis / Data Visualization

• BIDMat (⭐265) - CPU and GPU-accelerated matrix library intended to support large-scale exploratory data analysis.

Scala / General-Purpose Machine Learning

• adam (⭐989) - A genomics processing engine and specialized file format built using Apache Avro, Apache Spark and Parquet. Apache 2 licensed.

• bioscala (⭐108) - Bioinformatics for the Scala programming language

• BIDMach (⭐914) - CPU and GPU-accelerated Machine Learning Library.

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