Open Source Deep Learning Project: Deeplearning4J

Deeplearning4J: Neural Net Platform Project Website: http://deeplearning4j.org/ Github Link: https://github.com/deeplearning4j/deeplearning4j Description Deeplearning4j is the first commercial-grade, open-source, distributed deep-learning library written for Java and Scala. Integrated with Hadoop and Spark, DL4J is designed to be used in business environments on … Continue reading

Open Source Deep Learning Project: RNNLIB

RNNLIB Project Website: https://sourceforge.net/projects/rnnl/ Github Link: None Description RNNLIB is a recurrent neural network library for sequence learning problems. Applicable to most types of spatiotemporal data, it has proven particularly effective for speech and handwriting recognition. full installation and usage … Continue reading

Open Source Deep Learning Project: RNNLM

RNNLM – Tomas Mikolov’s Recurrent Neural Network based Language models Toolkit Project Website: http://rnnlm.org/ Github Link: None Description RNNLM Toolkit Neural network based language models are nowdays among the most successful techniques for statistical language modeling. They can be easily … Continue reading

Open Source Deep Learning Project: DeepLearnToolbox

DeepLearnToolbox: Matlab/Octave toolbox for deep learning Project Website: None Github Link: https://github.com/rasmusbergpalm/DeepLearnToolbox Description Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you … Continue reading

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