Awesome List Updates on Oct 21, 2016

6 awesome lists updated today.

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1. Awesome Geek Podcasts

In Portuguese

• CapyCast - Podcast com o Time de Produto da Resultados Digitais sobre os seus aprendizados em Desenvolvimento e Design.

2. Awesome Bigdata

Machine Learning

• DataVec - A vectorization and data preprocessing library for deep learning in Java and Scala. Part of the Deeplearning4j ecosystem.

• Deeplearning4j - Fast, open deep learning for the JVM (Java, Scala, Clojure). A neural network configuration layer powered by a C++ library. Uses Spark and Hadoop to train nets on multiple GPUs and CPUs.

• H2O (⭐6.3k) - statistical, machine learning and math runtime with Hadoop. R and Python.

• Keras (⭐58k) - An intuitive neural net API inspired by Torch that runs atop Theano and Tensorflow.

• Mahout - An Apache-backed machine learning library for Hadoop.

• ND4J - A matrix library for the JVM. Numpy for Java.

• RL4J - Reinforcement learning for Java and Scala. Includes Deep-Q learning and A3C algorithms, and integrates with Open AI's Gym. Runs in the Deeplearning4j ecosystem.

• Sibyl - System for Large Scale Machine Learning at Google.

• TensorFlow (⭐175k) - Library from Google for machine learning using data flow graphs.

• Theano - A Python-focused machine learning library supported by the University of Montreal.

• Torch - A deep learning library with a Lua API, supported by NYU and Facebook.

• Velox (⭐109) - System for serving machine learning predictions.

Benchmarking

• Deeplearning4j Benchmarks

3. Awesome Talks

Software Development

• 5 WTFs in 6 LOCs by Dorothy Wingrove [05:11]

4. Awesome Cryptography

Courses / Hash functions

• Cryptography - A practical oriented course in Cryptography by University of Maryland College Park.

5. Awesome Ant Design

Related Projects / Themes

• Grammar of Graphics - Pure javascript, powerful semantic graph generation tool for big data which provides a set of graphical syntax that lets users build with simple syntax a myriad of charts and integrates a large number of statistical tools, (Read more (⭐123)).

Vue.js / Themes

• Vue.js Beauty (⭐2.1k) - Beautiful UI components build with Vue.js and Ant Design.

• Vue.js Ant UI (⭐34) - Ant Design UI components built in Vue.js.

• Ant Design Vue (⭐9) - Vue.js version of Ant Design.

Boilerplates / Themes

• React Admin (⭐596) - React Admin UI built on Ant Design (username: admin, password: 123456).

• React Redux (⭐413) - React Redux for CMS/Enterprise class apps (ERP/Admin) built with Ant Design.

• Webbf (⭐390) - Java demo that uses Maven to build the backend with Spring, Spring MVC and Mybatis. React, Reflux, Eebpack, jQuery, React-bootstrap and Ant Design.

• React Redux Intro (⭐33) - Demo app built with Ant Design and can be configured to initialize a Redux dependencies.

• TODO MVC (⭐10) - Todo list built with React and Ant Design.

6. Awesome Relay

Tutorials

• Learn Relay - Shows you how to make a Pokemon-themed CRUD app, providing a personal, cloud-based GraphQL backend so you can focus on the client-side code.

• Prev: Oct 22, 2016
• Next: Oct 20, 2016