Open Source Deep Learning Project: mshadow

mshadow: Matrix Shadow Project Website: None Github Link: https://github.com/dmlc/mshadow Description MShadow is a lightweight CPU/GPU Matrix/Tensor Template Library in C++/CUDA. The goal of mshadow is to support efficient, device invariant and simple tensor library for machine learning project that aims … 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 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 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: Torch

Torch: A SCIENTIFIC COMPUTING FRAMEWORK FOR LUAJIT Project Website: http://torch.ch/ Github Link: https://github.com/torch/torch7 Description What is Torch? Torch is a scientific computing framework with wide support for machine learning algorithms that puts GPUs first. It is easy to use and … Continue reading

Open Source Text Processing Project: Festival

The Festival Speech Synthesis System Project Website: http://www.cstr.ed.ac.uk/projects/festival/ Github Link: None Description Festival offers a general framework for building speech synthesis systems as well as including examples of various modules. As a whole it offers full text to speech through … Continue reading

Open Source Text Processing Project: eSpeak

eSpeak text to speech Project Website: http://espeak.sourceforge.net/ Github Link: None Description eSpeak is a compact open source software speech synthesizer for English and other languages, for Linux and Windows. http://espeak.sourceforge.net eSpeak uses a “formant synthesis” method. This allows many languages … Continue reading