Open Source Deep Learning Project: Chainer

Chainer: A Powerful, Flexible, and Intuitive Framework of Neural Networks Project Website: http://chainer.org/ Github Link: https://github.com/pfnet/chainer Description Chainer is a flexible framework for neural networks. One major goal is flexibility, so it must enable us to write complex architectures simply … Continue reading

Open Source Deep Learning Project: Keras

Keras: Deep Learning library for Theano and TensorFlow Project Website: http://keras.io/ Github Link: https://github.com/fchollet/keras Description Keras is a minimalist, highly modular neural networks library, written in Python and capable of running on top of either TensorFlow or Theano. It was … Continue reading

Open Source Text Processing Project: CMU Flite

CMU Flite: a small, fast run time synthesis engine Project Website: http://www.festvox.org/flite/ Github Link: None Description CMU Flite (festival-lite) is a small, fast run-time open source text to speech synthesis engine developed at CMU and primarily designed for small embedded … Continue reading

Open Source Text Processing Project: MaryTTS

MaryTTS: The MARY Text-to-Speech System Project Website: http://mary.dfki.de/ Github Link: None Description MaryTTS is an open-source, multilingual Text-to-Speech Synthesis platform written in Java. It was originally developed as a collaborative project of DFKI’s Language Technology Lab and the Institute of … Continue reading

Open Source Deep Learning Project: Lasagne

Lasagne: Lightweight library to build and train neural networks in Theano Project Website: http://lasagne.readthedocs.io/ Github Link: https://github.com/Lasagne/Lasagne Description Lasagne is a lightweight library to build and train neural networks in Theano. Its main features are: Supports feed-forward networks such as … Continue reading

Open Source Deep Learning Project: Caffe

Caffe: Deep learning framework by the BVLC Project Website: http://caffe.berkeleyvision.org/ Github Link: https://github.com/BVLC/caffe Description Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed by the Berkeley Vision and Learning Center (BVLC) and … Continue reading

Open Source Deep Learning Project: mxnet

maxnet: Flexible and Efficient Library for Deep Learning Project Website: http://mxnet.readthedocs.io/ Github Link: https://github.com/dmlc/mxnet Description MXNet is a deep learning framework designed for both efficiency and flexibility. It allows you to mix the flavours of symbolic programming and imperative programming … Continue reading

Open Source Deep Learning Project: TensorFlow

TensorFlow is an Open Source Software Library for Machine Intelligence Project Website: https://www.tensorflow.org/ Github Link: https://github.com/tensorflow/tensorflow Description TensorFlow™ is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the … Continue reading

Open Source Deep Learning Project: Blocks

Blocks: A Theano framework for building and training neural networks Project Website: None Github Link: https://github.com/mila-udem/blocks Description Blocks is a framework that helps you build neural network models on top of Theano. Currently it supports and provides: Constructing parametrized Theano … Continue reading

Open Source Deep Learning Project: Pylearn2

Pylearn2: A machine learning research library Project Website: http://deeplearning.net/software/pylearn2/ Github Link: https://github.com/lisa-lab/pylearn2 Description Pylearn2 is a machine learning library. Most of its functionality is built on top of Theano. This means you can write Pylearn2 plugins (new models, algorithms, etc) … Continue reading