Awesome List Updates on Feb 13 - Feb 19, 2017
48 awesome lists updated this week.
🏠 Home · 🔍 Search · 🔥 Feed · 📮 Subscribe · ❤️ Sponsor
1. Awesome Couchdb
CouchApps / Hosting
- Ddoc Lab - Create couchapps and CouchDB design docs right in your browser.
Scaling / Hosting
- Bitnami CouchDB - Bitnami makes it easy to run CouchDB in the cloud.
2. Awesome Ledger
Documentation
- man page - Description of command-line options.
Miscellaneous
- Code (⭐4.4k) - Code on GitHub.
- Ports (⭐4.4k) - List of alternative implementations.
3. Awesome Testing
Suggested Awesome Lists / Useful References
- Learn to Code (⭐4.2k) - Learning to code, for those looking to make the move to automation
4. Awesome Dotnet
Testing
- Expecto (⭐686) - A smooth testing framework for F# with tests as values. Unit testing, property based testing, performance testing and stress testing.
5. Awesome Devenv
Notifications / Extensions
- CatLight - status notifier for developers. Checks the status of continuous delivery builds and shows desktop notifications.
6. Awesome Vscode
CSS Peek / More
- Autoprefixer
Parse CSS,SCSS, LESS and add vendor prefixes automatically.
7. Awesome Hacking
Other Useful Repositories
Repository: Pentest Cheatsheets (⭐3.9k)
Description: Collection of the cheat sheets useful for pentesting
8. Colorful
Color Palettes / Web App
- WebGradients - A free collection of 180 linear gradients.
9. Awesome Geojson
conversion
- supercluster (⭐2.1k): A fast GeoJSON clustering library for browsers and Node.
10. Awesome Dropwizard
Open Source / Eclipse
- dropwizard-simple-cors - A Dropwizard bundle to provide simple, sensible CORS support
11. Awesome Tensorflow
Books
- TensorFlow for Machine Intelligence - Complete guide to use TensorFlow from the basics of graph computing, to deep learning models to using it in production environments - Bleeding Edge Press
12. Awesome Crystal
Misc
- any_hash.cr (⭐35) - Recursive Hash with better JSON::Any included
Official Documentation Translations
- kr.crystal-lang.org - Korean
13. Awesome Clojurescript
Awesome ClojureScript / Documentation
- codox (⭐641) – A tool for generating API documentation from Clojure or ClojureScript source code.
14. Awesome D3
Charts
- d3-bumps-chart (⭐14) - Plugin for visualizing bumps charts
15. Awesome Choo
Contents / Plugins and addons
- choo-pull (⭐15) - Wrap handlers to use pull-stream in a choo plugin.
- choo-redirect (⭐19) - Redirect a view to another view.
- choo-model (⭐14) - Experimental state management lib for choo.
- choo-resume (⭐15) - choo-resume + hot-rld = hot app reload in choo.
16. Awesome Fuse
Open Source
- fuse.QrScanner (⭐2) - A small library for scanning QrCode.
17. Awesome Malware Analysis
Debugging and Reverse Engineering / Other Resources
- Kaitai Struct - DSL for file formats / network protocols / data structures reverse engineering and dissection, with code generation for C++, C#, Java, JavaScript, Perl, PHP, Python, Ruby.
18. Android Security Awesome
Exploits/Vulnerabilities/Bugs / List
Exploits/Vulnerabilities/Bugs / Bounty Programs
Exploits/Vulnerabilities/Bugs / How to report Security issues
19. Tips
Quickly switch to the previous branch
git checkout -Alternatives:
git checkout @{-1}20. Vertx Awesome
Development Tools
- Vert.x Starter - A browser-based project starter and project templates for Vert.x applications.
Utilities
- Vert.x Dependent Verticle Deployer (⭐6) - A Vert.x Verticle intended to deploy verticles and their dependent verticles.
21. Awesome Security
Operating Systems / Online resources
- Security @ Distrowatch - Website dedicated to talking about, reviewing and keeping up to date with open source operating systems
Other Awesome Lists / Other Security Awesome Lists
- Awesome Pentest Cheat Sheets (⭐3.7k) - Collection of the cheat sheets useful for pentesting
22. Awesome Javascript Learning
ES6 and above / Single Topics
- Practical ES6 (⭐3.1k) - eBook with practical examples and advices.
23. Awesome Hacking
Online resources / Other
- Best Linux Penetration Testing Distributions @ CyberPunk - Description of main penetration testing distributions
24. Awesome Cpp
Coding Style
25. Awesome Composer
Plugins / IRC
- Composer-Patches (⭐1.6k) - The plugin applies a patch from a local or remote file to any required package.
Tools / IRC
- ComposerRequireChecker (⭐930) - A CLI tool to analyze dependencies and verify that no unknown imported symbols are used in the sources of a package.
26. Awesome Ruby
Presentation Programs
- Slide Show (S9) (⭐186) - Write your slides / talks / presentations in plain text with markdown formatting conventions and generate (static) web pages; template packs incl. deck.js, impress.js, reveal.js, shower, s6, s5 and more.
27. Nlp with Ruby
Pipeline Generation
- phobos (⭐211) - Simplified Ruby Client for Apache Kafka.
Language Identification / On-line APIs
- scylla (⭐34) - Language Categorization and Identification.
28. Awesome Dotnet Core
Frameworks, Libraries and Tools / Serialization
- ZeroFormatter (⭐2.4k) - Fast binary (de)serializer for .NET.
Frameworks, Libraries and Tools / Testing
- Storyteller (⭐268) - Executable Specifications for .NET http://storyteller.github.io.
29. Awesome Alfred Workflows
Developer
- ng (⭐45) - Search through the angular.io documentation.
30. Awesome Laravel
Community / Local User Groups
31. Awesome Ant Design
Articles
32. Awesome Mac
Reading and Writing Tools / Text Editors
- Vimr - Refined Vim Experience for OS X.
Developer Tools / Developer Utilities
- Beyond Compare - Compare files and folders with powerful commands.
Developer Tools / Version Control
- Tower2 - The most powerful Git client for Mac and Windows.
Developer Tools / Databases
- RedisDesktopManager - Cross-platform GUI management tool for Redis.
Design and Product / Design Tools
- Affinity Designer - Professional graphic design software for Mac.
- Affinity Photo - Professional image editing software for Mac.
- Blender - Free and open 3D creation software.
Design and Product / Prototyping and Mind-Mapping Tools
- Mockplus - Prototype faster, smarter and easier.
Design and Product / Other Tools
- Image2icon - Create and personalize icons from your pictures.
Communication / Collaboration and Team Tools
- WeeChat - The extensible command-line chat client.
Audio and Video Tools / File Sharing
- Audio Hijack - Record any application's audio, including VoIP calls from Skype, web streams from Safari, and much more.
- ScreenFlow - Screencasting and video editing software.
- Shotcut - Free open-source video editor.
Cloud Storage / Audio Record and Process
- Mega - Free cloud service, offers 50GB free storage.
- Seafile - Reliable and High Speed File Sync and Share.
Mac App Download Sites / Genuine Sites
33. Awesome Ctf
Bruteforcers
- Hashcat - Password Cracker
Exploits
- libformatstr (⭐332) - Simplify format string exploitation.
Web
- OWASP ZAP - Intercepting proxy to replay, debug, and fuzz HTTP requests and responses
34. Engineering Blogs
Companies / C companies
- Curalate http://engineering.curalate.com/
Products/Technologies / J technologies
35. Awesome Hacking Locations
Portugal 🇵🇹 / Guimarães
Centro Comercial Nova Arcada
Shopping mall just outside Braga, surprisingly very quiet during the week and many people go there to study/work. There is free WiFi provided by the mall, you just need to re-login every 45 or so minutes (I hacked away this script to automate the process, seemed to work for a whole afternoon). There are power plugs available, restaurants and cafes are on the same floor and free bus from/to city center during the week.
Webpage: http://www.novaarcada.pt/
| Wifi | Power | Address | Open Hours |
|---|---|---|---|
| ✔ | ✔ | Avenida de Lamas, nº 100 União de Freguesias Real, Dume e Semelhe 4700 Braga | Mon-Thu, Sun 10:00 - 23:00; Fri-Sat 10:00 - 24:00 |
United Kingdom 🇬🇧 / England
Denizli HS
A Hackerspace spot.
Webpage: http://www.denizlihs.org/
| Wifi | Power | Address | Open Hours |
|---|---|---|---|
| ✔ | ✔ | Çamlaraltı Mah. Hüseyin Yılmaz Cad. No:67 Pamukkale/Denizli | 24/7 |
36. Awesome Elixir
REST and API
- plug_rest (⭐55) - REST behaviour and Plug router for hypermedia web applications.
Validations
- jeaux (⭐13) - A light and easy schema validator.
37. Awesome Android
Cloud Services
- CloudRail - Unified API Library for: Cloud Storage, Social Profiles, Payment, Email, SMS & POIs.
Dependency Injection
- ActivityStarter (⭐428) - Android Library that provide simpler way to start the Activities with multiple arguments.
38. Awesome Deep Learning Papers
Awesome list criteria
- A list of top 100 deep learning papers published from 2012 to 2016 is suggested.
- If a paper is added to the list, another paper (usually from *More Papers from 2016" section) should be removed to keep top 100 papers. (Thus, removing papers is also important contributions as well as adding papers)
- Please refer to New Papers and Old Papers sections for the papers published in recent 6 months or before 2012.
- < 6 months : New Papers (by discussion)
- 2016 : +60 citations or "More Papers from 2016"
- 2012 : +800 citations
- ~2012 : Old Papers (by discussion)
Contents / Understanding / Generalization / Transfer
- Distilling the knowledge in a neural network (2015), G. Hinton et al. [pdf]
- Deep neural networks are easily fooled: High confidence predictions for unrecognizable images (2015), A. Nguyen et al. [pdf]
- How transferable are features in deep neural networks? (2014), J. Yosinski et al. [pdf]
- Learning and transferring mid-Level image representations using convolutional neural networks (2014), M. Oquab et al. [pdf]
Contents / Optimization / Training Techniques
- Batch normalization: Accelerating deep network training by reducing internal covariate shift (2015), S. Loffe and C. Szegedy [pdf]
- Adam: A method for stochastic optimization (2014), D. Kingma and J. Ba [pdf]
- Improving neural networks by preventing co-adaptation of feature detectors (2012), G. Hinton et al. [pdf]
- Random search for hyper-parameter optimization (2012) J. Bergstra and Y. Bengio [pdf]
Contents / Unsupervised / Generative Models
- Pixel recurrent neural networks (2016), A. Oord et al. [pdf]
- Unsupervised representation learning with deep convolutional generative adversarial networks (2015), A. Radford et al. [pdf]
- DRAW: A recurrent neural network for image generation (2015), K. Gregor et al. [pdf]
- Generative adversarial nets (2014), I. Goodfellow et al. [pdf]
- Auto-encoding variational Bayes (2013), D. Kingma and M. Welling [pdf]
Contents / Convolutional Neural Network Models
- Rethinking the inception architecture for computer vision (2016), C. Szegedy et al. [pdf]
- Inception-v4, inception-resnet and the impact of residual connections on learning (2016), C. Szegedy et al. [pdf]
- Identity Mappings in Deep Residual Networks (2016), K. He et al. [pdf]
- OverFeat: Integrated recognition, localization and detection using convolutional networks (2013), P. Sermanet et al. [pdf]
- Maxout networks (2013), I. Goodfellow et al. [pdf]
- Network in network (2013), M. Lin et al. [pdf]
Contents / Image: Segmentation / Object Detection
- You only look once: Unified, real-time object detection (2016), J. Redmon et al. [pdf]
- Fast R-CNN (2015), R. Girshick [pdf]
- Semantic image segmentation with deep convolutional nets and fully connected CRFs, L. Chen et al. [pdf]
Contents / Appendix: More than Top 100
- Learning Hierarchical Features for Scene Labeling (2013), C. Farabet et al. [pdf]
- Dermatologist-level classification of skin cancer with deep neural networks (2017), A. Esteva et al. [html]
- Weakly supervised object localization with multi-fold multiple instance learning (2017), R. Gokberk et al. [pdf]
- Brain tumor segmentation with deep neural networks (2017), M. Havaei et al. [pdf]
- Professor Forcing: A New Algorithm for Training Recurrent Networks (2016), A. Lamb et al. [pdf]
- Understanding convolutional neural networks (2016), J. Koushik [pdf]
- Taking the human out of the loop: A review of bayesian optimization (2016), B. Shahriari et al. [pdf]
- Adaptive computation time for recurrent neural networks (2016), A. Graves [pdf]
- Densely connected convolutional networks (2016), G. Huang et al. [pdf]
- Continuous deep q-learning with model-based acceleration (2016), S. Gu et al. [pdf]
- A thorough examination of the cnn/daily mail reading comprehension task (2016), D. Chen et al. [pdf]
- Achieving open vocabulary neural machine translation with hybrid word-character models, M. Luong and C. Manning. [pdf]
- Very Deep Convolutional Networks for Natural Language Processing (2016), A. Conneau et al. [pdf]
- Bag of tricks for efficient text classification (2016), A. Joulin et al. [pdf]
- Efficient piecewise training of deep structured models for semantic segmentation (2016), G. Lin et al. [pdf]
- Learning to compose neural networks for question answering (2016), J. Andreas et al. [pdf]
- Perceptual losses for real-time style transfer and super-resolution (2016), J. Johnson et al. [pdf]
- Reading text in the wild with convolutional neural networks (2016), M. Jaderberg et al. [pdf]
- What makes for effective detection proposals? (2016), J. Hosang et al. [pdf]
- Inside-outside net: Detecting objects in context with skip pooling and recurrent neural networks (2016), S. Bell et al. [pdf].
- Instance-aware semantic segmentation via multi-task network cascades (2016), J. Dai et al. [pdf]
- Conditional image generation with pixelcnn decoders (2016), A. van den Oord et al. [pdf]
- Deep networks with stochastic depth (2016), G. Huang et al., [pdf]
- Ask your neurons: A neural-based approach to answering questions about images (2015), M. Malinowski et al. [pdf]
- Exploring models and data for image question answering (2015), M. Ren et al. [pdf]
- Are you talking to a machine? dataset and methods for multilingual image question (2015), H. Gao et al. [pdf]
- Mind's eye: A recurrent visual representation for image caption generation (2015), X. Chen and C. Zitnick. [pdf]
- From captions to visual concepts and back (2015), H. Fang et al. [pdf].
- Towards AI-complete question answering: A set of prerequisite toy tasks (2015), J. Weston et al. [pdf]
- Ask me anything: Dynamic memory networks for natural language processing (2015), A. Kumar et al. [pdf]
- Unsupervised learning of video representations using LSTMs (2015), N. Srivastava et al. [pdf]
- Deep compression: Compressing deep neural networks with pruning, trained quantization and huffman coding (2015), S. Han et al. [pdf]
- Improved semantic representations from tree-structured long short-term memory networks (2015), K. Tai et al. [pdf]
- Character-aware neural language models (2015), Y. Kim et al. [pdf]
- Grammar as a foreign language (2015), O. Vinyals et al. [pdf]
- Trust Region Policy Optimization (2015), J. Schulman et al. [pdf]
- Learning Deconvolution Network for Semantic Segmentation (2015), H. Noh et al. [pdf]
- Learning spatiotemporal features with 3d convolutional networks (2015), D. Tran et al. [pdf]
- Understanding neural networks through deep visualization (2015), J. Yosinski et al. [pdf]
- An Empirical Exploration of Recurrent Network Architectures (2015), R. Jozefowicz et al. [pdf]
- Deep generative image models using a laplacian pyramid of adversarial networks (2015), E.Denton et al. [pdf]
- Gated Feedback Recurrent Neural Networks (2015), J. Chung et al. [pdf]
- Fast and accurate deep network learning by exponential linear units (ELUS) (2015), D. Clevert et al. [pdf]
- Pointer networks (2015), O. Vinyals et al. [pdf]
- Visualizing and Understanding Recurrent Networks (2015), A. Karpathy et al. [pdf]
- Attention-based models for speech recognition (2015), J. Chorowski et al. [pdf]
- End-to-end memory networks (2015), S. Sukbaatar et al. [pdf]
- Describing videos by exploiting temporal structure (2015), L. Yao et al. [pdf]
- A neural conversational model (2015), O. Vinyals and Q. Le. [pdf]
- Learning a Deep Convolutional Network for Image Super-Resolution (2014, C. Dong et al. [pdf]
- Recurrent models of visual attention (2014), V. Mnih et al. [pdf]
- Empirical evaluation of gated recurrent neural networks on sequence modeling (2014), J. Chung et al. [pdf]
- Addressing the rare word problem in neural machine translation (2014), M. Luong et al. [pdf]
- On the properties of neural machine translation: Encoder-decoder approaches (2014), K. Cho et. al.
- Recurrent neural network regularization (2014), W. Zaremba et al. [pdf]
- Intriguing properties of neural networks (2014), C. Szegedy et al. [pdf]
- Towards end-to-end speech recognition with recurrent neural networks (2014), A. Graves and N. Jaitly. [pdf]
- Scalable object detection using deep neural networks (2014), D. Erhan et al. [pdf]
- On the importance of initialization and momentum in deep learning (2013), I. Sutskever et al. [pdf]
- Regularization of neural networks using dropconnect (2013), L. Wan et al. [pdf]
- Linguistic Regularities in Continuous Space Word Representations (2013), T. Mikolov et al. [pdf]
Contents / Image / Video / Etc
- Image Super-Resolution Using Deep Convolutional Networks (2016), C. Dong et al. [pdf]
- A neural algorithm of artistic style (2015), L. Gatys et al. [pdf]
- VQA: Visual question answering (2015), S. Antol et al. [pdf]
- DeepFace: Closing the gap to human-level performance in face verification (2014), Y. Taigman et al. [pdf]:
- Two-stream convolutional networks for action recognition in videos (2014), K. Simonyan et al. [pdf]
- 3D convolutional neural networks for human action recognition (2013), S. Ji et al. [pdf]
Contents / Natural Language Processing / RNNs
- Exploring the limits of language modeling (2016), R. Jozefowicz et al. [pdf]
- Teaching machines to read and comprehend (2015), K. Hermann et al. [pdf]
- Effective approaches to attention-based neural machine translation (2015), M. Luong et al. [pdf]
- Learning phrase representations using RNN encoder-decoder for statistical machine translation (2014), K. Cho et al. [pdf]
- Convolutional neural networks for sentence classification (2014), Y. Kim [pdf]
- Distributed representations of words and phrases and their compositionality (2013), T. Mikolov et al. [pdf]
Contents / Speech / Other Domain
- End-to-end attention-based large vocabulary speech recognition (2016), D. Bahdanau et al. [pdf]
- Speech recognition with deep recurrent neural networks (2013), A. Graves [pdf]
- Acoustic modeling using deep belief networks (2012), A. Mohamed et al. [pdf]
Contents / Reinforcement Learning / Robotics
- Learning Hand-Eye Coordination for Robotic Grasping with Deep Learning and Large-Scale Data Collection (2016), S. Levine et al. [pdf]
- Asynchronous methods for deep reinforcement learning (2016), V. Mnih et al. [pdf]
- Deep Reinforcement Learning with Double Q-Learning (2016), H. Hasselt et al. [pdf]
- Continuous control with deep reinforcement learning (2015), T. Lillicrap et al. [pdf]
- Deep learning for detecting robotic grasps (2015), I. Lenz et al. [pdf]
- Playing atari with deep reinforcement learning (2013), V. Mnih et al. [pdf])
Contents / More Papers from 2016
- Layer Normalization (2016), J. Ba et al. [pdf]
- Learning to learn by gradient descent by gradient descent (2016), M. Andrychowicz et al. [pdf]
- Domain-adversarial training of neural networks (2016), Y. Ganin et al. [pdf]
- Generative visual manipulation on the natural image manifold (2016), J. Zhu et al. [pdf]
- Texture networks: Feed-forward synthesis of textures and stylized images (2016), D Ulyanov et al. [pdf]
- SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and< 1MB model size (2016), F. Iandola et al. [pdf]
- Eie: Efficient inference engine on compressed deep neural network (2016), S. Han et al. [pdf]
- Binarized neural networks: Training deep neural networks with weights and activations constrained to+ 1 or-1 (2016), M. Courbariaux et al. [pdf]
- Dynamic memory networks for visual and textual question answering (2016), C. Xiong et al. [pdf]
- Stacked attention networks for image question answering (2016), Z. Yang et al. [pdf]
- Hybrid computing using a neural network with dynamic external memory (2016), A. Graves et al. [pdf]
Contents / Old Papers
- An analysis of single-layer networks in unsupervised feature learning (2011), A. Coates et al. [pdf]
- Deep sparse rectifier neural networks (2011), X. Glorot et al. [pdf]
- Recurrent neural network based language model (2010), T. Mikolov et al. [pdf]
- Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion (2010), P. Vincent et al. [pdf]
- Learning mid-level features for recognition (2010), Y. Boureau [pdf]
- A practical guide to training restricted boltzmann machines (2010), G. Hinton [pdf]
- Understanding the difficulty of training deep feedforward neural networks (2010), X. Glorot and Y. Bengio [pdf]
- Why does unsupervised pre-training help deep learning (2010), D. Erhan et al. [pdf]
- Learning deep architectures for AI (2009), Y. Bengio. [pdf]
- Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations (2009), H. Lee et al. [pdf]
- Greedy layer-wise training of deep networks (2007), Y. Bengio et al. [pdf]
- Reducing the dimensionality of data with neural networks, G. Hinton and R. Salakhutdinov. [pdf]
- A fast learning algorithm for deep belief nets (2006), G. Hinton et al. [pdf]
- Gradient-based learning applied to document recognition (1998), Y. LeCun et al. [pdf]
- Long short-term memory (1997), S. Hochreiter and J. Schmidhuber. [pdf]
Contents / HW / SW / Dataset
- OpenAI gym (2016), G. Brockman et al. [pdf]
- MatConvNet: Convolutional neural networks for matlab (2015), A. Vedaldi and K. Lenc [pdf]
- Imagenet large scale visual recognition challenge (2015), O. Russakovsky et al. [pdf]
Contents / Book / Survey / Review
- Deep learning (Book, 2016), Goodfellow et al. [html]
- LSTM: A search space odyssey (2016), K. Greff et al. [pdf]
Contents / Video Lectures / Tutorials / Blogs
- CS231n, Convolutional Neural Networks for Visual Recognition, Stanford University [web]
- CS224d, Deep Learning for Natural Language Processing, Stanford University [web]
- NIPS 2016 Tutorials, Long Beach [web]
- ICML 2016 Tutorials, New York City [web]
- ICLR 2016 Videos, San Juan [web]
- Deep Learning Summer School 2016, Montreal [web]
- Bay Area Deep Learning School 2016, Stanford [web]
- Andrej Karpathy Blog [web]
- Colah's Blog [Web]
- WildML [Web]
- FastML [web]
39. Awesome Creative Coding
Books
- The Nature of Code - Simulating natural systems with Processing.
Web Programming • Libraries
- Pixi.js - HTML 5 2D rendering engine that uses webGL with canvas fallback.
Videos
- The Coding Train - Daniel Shiffman makes videos about creative coding.
Articles • Tutorials / Other
- Creative-coding on iOS with C4 - Introduction to C4 published on Creative Applications.
- COSMOS - An end-to-end tutorial on the design, programming and launch of an app using C4.
Math / Other
- Image Kernels - Interactive and visual introduction to image kernels.
- Sine and Cosine - Interactive explanation of sine and cosine.
Related / Other
- Awesome livecoding (⭐2.6k) - Curated list of livecoding languages and tools.
40. Awesome Dev Fun
Android
- Stevie Wonder Simulator - Feel for a moment as the great Stevie Wonder with this simulator for Android.
Haskell
- hackertyper (⭐39) - "Hack" like a programmer in movies and games!
JavaScript
- Echochamber.js (⭐4k) - Commenting without the comments - providing a single-sided user comments just stored in local storage.
- Object.toSting() (⭐206) - Logs an image of Sting to the development console.
PHP
- Phpunit VW (⭐1.7k) - VW makes failing test cases succeed in continuous integration tools.
Python
- PyTest-VW (⭐133) - VW makes failing test cases succeed in continuous integration tools.
- left-pad - Python's solution to infamous npm problem.
Esoteric languages
- ArnoldC (⭐6.5k) - Arnold Schwarzenegger based programming language.
- TrumpScript (⭐7.5k) - Make Python great again.
Browser extensions
- Cloud to butt (⭐1.4k) - Chrome extension that replaces occurrences of 'the cloud' with 'my butt'.
CLI
- Pong-command (⭐152) - Pong is Not Ping.
- Alice (⭐13) - Alice sings when you mistakenly type al.
- cmprss (⭐4) - IrrvrsbleCmprssionForTxt.
- lolcat (⭐5.2k) - Rainbows and unicorns!
41. Awesome Web Design
Typography
- Typewolf: Comprehensive web typography info, suggestions for font alternatives, and links to usage in the wild.
42. Awesome Ddd
Books
- Versioning in an Event Sourced System - Have you had troubles with versioning an Event Sourced system? Just getting into a new Event Sourced system for the first time? This book is the definitive guide of how to handle versioning over long periods of time.
User Groups / Ruby
43. Awesome Static Website Services
Related Lists / Provided by the Host
44. Awesome Machine Learning
C++ / General-Purpose Machine Learning
- MLDB - The Machine Learning Database is a database designed for machine learning. Send it commands over a RESTful API to store data, explore it using SQL, then train machine learning models and expose them as APIs.
- sofia-ml - Suite of fast incremental algorithms.
- Timbl - A software package/C++ library implementing several memory-based learning algorithms, among which IB1-IG, an implementation of k-nearest neighbor classification, and IGTree, a decision-tree approximation of IB1-IG. Commonly used for NLP.
C++ / Natural Language Processing
- frog (⭐75) - Memory-based NLP suite developed for Dutch: PoS tagger, lemmatiser, dependency parser, NER, shallow parser, morphological analyzer.
- ucto (⭐67) - Unicode-aware regular-expression based tokenizer for various languages. Tool and C++ library. Supports FoLiA format.
C++ / Speech Recognition
- Kaldi (⭐15k) - Kaldi is a toolkit for speech recognition written in C++ and licensed under the Apache License v2.0. Kaldi is intended for use by speech recognition researchers.
Java / General-Purpose Machine Learning
- ELKI - Java toolkit for data mining. (unsupervised: clustering, outlier detection etc.)
JavaScript / Data Analysis / Data Visualization
Julia / Data Analysis / Data Visualization
- Gadfly (⭐1.9k) - Crafty statistical graphics for Julia.
Lua / General-Purpose Machine Learning
.NET / Computer Vision
- OpenCVDotNet - A wrapper for the OpenCV project to be used with .NET applications.
Python / Natural Language Processing
- TextBlob - Providing a consistent API for diving into common natural language processing (NLP) tasks. Stands on the giant shoulders of NLTK and Pattern, and plays nicely with both.
Python / General-Purpose Machine Learning
- graphlab-create - A library with various machine learning models (regression, clustering, recommender systems, graph analytics, etc.) implemented on top of a disk-backed DataFrame.
- gensim (⭐16k) - Topic Modelling for Humans.
Python / Data Analysis / Data Visualization
- d3py (⭐1.4k) - A plotting library for Python, based on D3.js.
- pygal - A Python SVG Charts Creator.
Python / Misc Scripts / iPython Notebooks / Codebases
- Optunity examples - Examples demonstrating how to use Optunity in synergy with machine learning libraries.
Ruby / Misc
- Listof (⭐29) - Community based data collection, packed in gem. Get list of pretty much anything (stop words, countries, non words) in txt, JSON or hash. Demo/Search for a list
SAS / General-Purpose Machine Learning
- Enterprise Miner - Data mining and machine learning that creates deployable models using a GUI or code.
- Factory Miner - Automatically creates deployable machine learning models across numerous market or customer segments using a GUI.
SAS / Data Analysis / Data Visualization
- University Edition - FREE! Includes all SAS packages necessary for data analysis and visualization, and includes online SAS courses.
SAS / Demos and Scripts
- ML_Tables (⭐129) - Concise cheat sheets containing machine learning best practices.
- enlighten-apply (⭐129) - Example code and materials that illustrate applications of SAS machine learning techniques.
- enlighten-integration (⭐60) - Example code and materials that illustrate techniques for integrating SAS with other analytics technologies in Java, PMML, Python and R.
- enlighten-deep (⭐19) - Example code and materials that illustrate using neural networks with several hidden layers in SAS.
- dm-flow (⭐58) - Library of SAS Enterprise Miner process flow diagrams to help you learn by example about specific data mining topics.
45. Awesome Selenium
Containers / Docker
- zalando/zalenium (⭐2.4k) - Allows anyone to have a disposable and flexible Selenium Grid infrastructure
46. Awesome Shell
Customization / Directory Navigation
- bullet-train-oh-my-zsh-theme (⭐2.8k) - 🚄 An oh-my-zsh shell theme based on the Powerline Vim plugin
- mysql-colorize (⭐98) - Colorization for mysql comand-line client
Shell Script Development / Directory Navigation
- crash (⭐60) - Proper error handling, exceptions and try/catch for ZSH
Shell Script Development / See also
47. Awesome Draft Js
Standalone Editors Built on Draft.js
- Dante 2 (⭐921) - Just another Medium clone built on top of DraftJs.
- Last Draft (⭐215) - A Draft editor built with Draft.js plugins.
Plugins and Decorators Built for Draft.js
- Draft Extend (⭐116) - Build extensible Draft.js editors with configurable plugins and integrated serialization.
Common Utilities
- Draft Convert (⭐472) - Extensibly serialize & deserialize Draft.js ContentState with HTML.
- HTML to DraftJS (⭐150) - Convert plain HTML to DraftJS Editor content.
48. Awesome Vehicle Security
Research Papers
- Miller and Valasek - Self proclaimed "car hacking the definitive source".
- Prev: Feb 20 - Feb 26, 2017
- Next: Feb 06 - Feb 12, 2017