Keras is a high-level neural networks API, written in Python and capable of running on top of TensorFlow, CNTK, or Theano. It was developed with a focus on enabling fast experimentation. Being able to go from idea to result with the least possible delay is key to doing good research.
 
Use Keras if you need deep learning that 
<ul>
<li>Allows for easy and fast prototyping (through user friendliness, modularity, and extensibility).</li>
<li>Supports both convolutional networks and recurrent networks, as well as combinations of the two.</li>
<li>Runs seamlessly on CPU and GPU.</li>
</ul>

Keras is a high-level neural networks API, written in Python and capable of running on top of TensorFlow, CNTK, or Theano. It was developed with a focus on enabling fast experimentation. Being able to go from idea to result with the least possible delay is key to doing good research.

keras - Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

PyTorch implementation of StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation. StarGAN can flexibly translate an input image to any desired target domain using only a single generator and a discriminator.

StarGAN - Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation

DeText is a Deep Text understanding framework for NLP related ranking, classification, and language generation tasks. It leverages semantic matching using deep neural networks to understand member intents in search and recommender systems. As a general NLP framework, DeText can be applied to many tasks, including search & recommendation ranking, multi-class classification and query understanding tasks.

DeText - A Deep Neural Text Understanding Framework for Ranking and Classification Tasks

Kur is a system for quickly building and applying state-of-the-art deep learning models to new and exciting problems. Kur was designed to appeal to the entire machine learning community, from novices to veterans. It uses specification files that are simple to read and author, meaning that you can get started building sophisticated models without ever needing to code. Even so, Kur exposes a friendly and extensible API to support advanced deep learning architectures or workflows. 

Kur - Descriptive Deep Learning

Sonnet is a library built on top of TensorFlow for building complex neural networks. The library uses an object-oriented approach, similar to Torch/NN, allowing modules to be created which define the forward pass of some computation. Modules are called with some input Tensors, which adds ops to the Graph and returns output Tensors. 
 
Sonnet is designed specifically to work with TensorFlow, and as such does not prevent you from accessing the underlying details such as Tensors and variable_scopes. Models written in Sonnet can be freely mixed with raw TF code, and that in other high level libraries.

Sonnet is a library built on top of TensorFlow for building complex neural networks. The library uses an object-oriented approach, similar to Torch/NN, allowing modules to be created which define the forward pass of some computation. Modules are called with some input Tensors, which adds ops to the Graph and returns output Tensors. 

Sonnet - Library built on top of TensorFlow for building complex neural networks

Guesslang detects the programming language of a given source code. It supports more than 50 programming languages and detects the correct programming language with more than 90% accuracy. It is based on Tensorflow machine learning framework that have been trained with over a million source code files.





Guesslang - Detects the programming language of a given source code

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keras - Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

StarGAN - Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation

DeText - A Deep Neural Text Understanding Framework for Ranking and Classification Tasks

Kur - Descriptive Deep Learning

Sonnet - Library built on top of TensorFlow for building complex neural networks

Guesslang - Detects the programming language of a given source code

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Projects

keras - Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

StarGAN - Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation

DeText - A Deep Neural Text Understanding Framework for Ranking and Classification Tasks

Kur - Descriptive Deep Learning

Sonnet - Library built on top of TensorFlow for building complex neural networks

Guesslang - Detects the programming language of a given source code

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